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COVID-19 Impact on Healthcare Robots in the Healthcare Industry
COVID-19 Impact on Healthcare Robots in the Healthcare Industry As the deaths from the COVID-19 pandemic start to increase, the World Health Organization (WHO) has urged citizens to maintain specific social distances. In an attempt to avoid the spread of COVID-19 at the population level, medical robots or healthcare robots are gradually involved in the roles of sanitizing patients' quarters, distributing medications, and supplying meals to ill people. Supplying supplies to households and delivering effective services to injured patients remained a major obstacle, and this is where healthcare robotics is creating a space for them. The new pandemic is growing in demand for healthcare robots as they play a crucial role in the process of drug distribution, patient evaluation, and medical workers' infection control. COVID-19 Market Effect The 2002-2004 SARS pandemic has indelibly altered the business climate for healthcare robots. Nearly 8,000 people were affected and 700 were killed. In addition, MERS affected 200 and killed about 40 of them. They were all limited to different territories. COVID-19, on the other hand, as a pandemic, has had a larger influence on the global economy. The SARS and MERS outbreaks contributed to a new era of creativity with the advent of disinfection robots that produce UVD light to combat against infectious viruses and bacteria on hospital surfaces. If COVID-19 continued to grow globally, UVD robots makers would expand significantly, and if the pandemic was bought under control, healthcare robots would be developed exponentially to decrease the risk of infective infection in hospitals. The healthcare robots market was expected to hit with a significant growth rate in 2020-2021. Owing to production reductions and supply distresses, the healthcare robotics demand was minimally affected in 2020. That would contribute to a decline of BPS 180. But the sector is now starting to see blue sky as the main development region such as China is beating the recession and moving up. Succeeding in the Wake of the Emergency Healthcare robots can play a critical role in the current pandemic by reducing human involvement and shielding health staff from infection. This will involve measuring patients' temperatures, disinfecting equipment, measuring specimen swabs and delivering much-needed psychological assistance to patients in isolation. Researchers are now beginning to illustrate the cyclical aspect of technology right after the recession. The COVID-19 contraction would accelerate labor-replacement automation as business sales see a fall. This might have arrived during the 'cultural shock' as automation eliminates low-skilled jobs. The prospects for healthcare robotics exist in the introduction of smart navigation and the detection of high-risk and highly contaminated environments. Wireless networking systems in healthcare can include drones, telemedicine, and decontamination with AIdriven capabilities. Healthcare robotics should see early acceptance in regions first hit by the infection, offering them an advantage. The companies in China are now doubling their revenue production from the previous years. By the time the pandemic is done, robotics should be distributed through a variety of facilities and programs. The manufacturing will experience reshoring, with decreased reliance on countries such as China, and one way to do so would be by robots that would support the robotics industry. Disinfection Robots UVD Robots, a Danish corporation located in the University of Odense and Blue Ocean Robotics, is a leading manufacturer of disinfectant robots for China in the fight against the spread of the virus. The firm signed a deal with Sunay Healthcare Supplier in February and has since delivered dozens of its self-driving robots to clean hospitals and other places with ultraviolet light. The firm claimed that this reduces the transmission of coronaviruses without exposing medical workers to the possibility of infection. Since then, the firm has marketed robots to locations in more than 50 organizations, extending its services outside China to places in Europe and the United States that are facing epidemic issues. UVD Robots frequently accepts inquiries from outside the hospital and medical institutions, including prison, offices, production floors, department shops, malls, airports, hotels, and restaurants. Dimer, located in Los Angeles, provides its GermFalcon UV-C robotics equipped to clean aircraft and its UVHammer robotic systems for hospitals and complex settings. In mid-January, the organization provided its services to the first three major U.S. airports where Chinese arrivals took place. Xenex confirmed that its LightStriken germ zapping robots became the first hotel in the U.S. to sanitize or clean guest rooms and communal areas at the Westin Houston Medical Center. The technique developed by two epidemiologists in Houston will easily kill pathogens, bacteria and fungi by utilizing strong pulsed xenon ultraviolet radiation. The MTR Company, which runs the Hong Kong subway, has confirmed that it is partnering with Avalon Biomedical (Management) Limited to build the VHP Robot, which stands for the vaporized hydrogen peroxide system. The robot conducts deep cleaning and decontamination in train compartments and stations to secure passengers and workers. More than 30 disinfection robots developed and manufactured by TMiRob, a company in Shanghai, have joined major hospitals in Wuhan, the hub of the novel coronavirus outbreak, to counter the epidemic. The white robot deployed by the firm has a hydrogen peroxide sprayer on its "front" and nine ultraviolet lamps in its "belly" and can conduct various types of disinfection in areas where humans and machines coexist, navigation hardware allows the system to clear hazards independently. Beijing-based robotics firm CloudMinds sent 14 robots to Wuhan, China, to assist with medical treatment in the wake of the coronavirus pandemic. Robots, some of which are more humanoid than others, can scrub and disinfect, distribute medications to patients and check the temperature of patients. CloudMinds contributed robotics to a number of medical institutions in China, including the Wuhan Wuchang Smart Field Clinic, which was converted from the Hong Shan Sports Centre. An Israeli-made AI robotic assistant is being used in hundreds of clinics, community centres, nursing homes and industrial buildings in Asia to eliminate human-to-human interaction as millions of people take precautions for a current coronavirus epidemic worldwide. Israeli company Robotemi, a creator of the Temi robot assistant, claims the device has already been sold to hundreds of locations throughout South East Asia, including China, Japan, South Korea, and Hong Kong. Healthcare Assistance Twelve sets of robots were provided into an intelligent hospital in Wuhan, China by CloudMinds, a supplier to A3, to support the health workers overstressed and threatened. The robots carried out many important tasks including flagging patients who had a temperature, pulse rate, and blood oxygen rates and medicine at the entrance to the field hospital. Such robots have also cleaned and disinfected the hospital areas and performed fitness exercises for patients with the disease. In addition, Chinese researchers modeled the arm of a robot on wheels that can ultrasound, swab in the mouth, and hear the noises produced by a patient's organ normally with a stethoscope. The robot will conduct these activities with cameras in the same space without having to provide medical staff. Professor Zheng Gangtie from the University of Tsinghua developed the device. Unmanned Vehicles Unmanned vehicles and other autonomous robots are deployed in China's virus-affected regions. For instance, Beijing JD Logistics has sent two unmanned L4 class vehicles to Wuhan, and engineers have driven the vehicles remotely through the cloud. Another firm, Idriverplus, has donated an unmanned transportation vehicle to Shanghai and Beijing hospitals. Amazon revealed that it will recruit 100,000 workers to deliver products in vacant warehouses to purchase during the epidemic. The area of e-commerce is now growing with the usage of robots to fill orders and this increase is projected to accelerate as more customers shop digitally, while they remain home more. Teleworking Robots The use of video and audio conference software as companies including Zoom, Microsoft (Skype) and others providing interactive meetings services has expanded with millions of citizens still operating at home because of the state and nation lockdowns. However, businesses of telepresence robotics do have greater interest of their apps, but not for the same purposes. As a consequence of the latest epidemic of coronaviruses, Ava Robotics is building handheld telepresence robots for many years. According to the CEO and cofounder of the firm, the increasing number of hospitals and nursing homes are interested in the robots, which enable the family to talk to patient and older residents on video as a consequence of the policy of 'no visits' and lock-outs in these places. Owing to the need to be simple to use on one end of the line-an aged or ill user in this situation, Ava robots are distinct from the machine enabled video-conferencing device used on a phone or a computer. The company works to make it simple for robotics setup people to click on a connection and talk to the telepresence robot instantaneously. In parallel to the robot's operation, hospitals have utilized Ava robotics, primarily for triaging through the coronavirus. For starters, the robot is configured to remotely test patients with Ava robotics after the initial appointment in one of Boston's largest hospitals. It's also the machines that patients use to reach and depart a position often-rather than people, the system will do it to save the medical equipment because a person has to wear a face mask, shoes and gloves every time instead of human operation. Initially, Czartoski, a practicing neurologist, was utilizing telemedicine in the care of stroke survivors, one of the strongest early lead for telemedicine. According to him, "If I encounter anyone with stroke signs, I will test them with a camera relatively easily to inform them if there is left side fatigue to speech problems, then I will look at the CT scan and the results then make a recommendation for the ER specialist." Virtual visits are growing in the providence. The non-profit health care network conducted nearly 100,000 virtual appointments in 2019. In 2012, the providence carried out a few hundred telemedical visits a year and was rising at a fast pace — from 12,000 in 2016 to 41,000 in 2018 to more than 100,000 last year. That figure does not explicitly reflect the usage of telemedicine in the ICU. Pharmaceutical Assistance Pharmaceutical firms tend to work on viral vaccinations or therapies and automation businesses have developed electronic tools to further simplify manual and replicate processes over the years. The robotics firms also provide options for businesses seeking to combat the COVID-19 virus. The two new modular, ready-for-assay workstations, focused on the Microlab STARlet liquid handling system, were announced recently by Hamilton Group. The latest technologies will help render the SARS-CoV-2 coronavirus that triggers the current COVID-19 quick and highly effective diagnostics, and research-based testing, said the firm. The MagEx STARlet allows the extraction of biological samples from high-performance RNA-based magnetic beads, the PCR Prep STARlet workstation is pre-configured and eligible for sample deployment utilizing recent protocols from the centers. Furthermore, the robotics designed by businesses is actually being employed in the war against coronavirus. ABB robots can be seen in this ABC news story to help a medical laboratory with the development of COVID-19 research kits. Healthcare Robots Market Synopsis The new pandemic will be targeted by health-care device vendors. They will be aligned on developing, unregulated markets with tech firms, stressing the value for national emergencies of healthcare robots. Many industries such as Enterprise Resource Planning (ERP) for higher profit margins are often impacted, in combination with robotics. Medical personnel's are predicted to become a potential phenomenon in patient events, raising the incidence of disease infections. According to the International Federation of Robotics (IFR), the shipments of medical robots already have increased by 50% in 2018. The outcome of coronavirus, however, illustrates some of the essential situations in which robotic systems may be disinfected, tracked, controlled and supplied. The World Robotics study shows that Europe is the most robot-densely inhabited region in the world with an estimated size of 114 units per 10,000 employees. In Edinberg in the United Kingdom, robotic engineers are operating on what they believe is the first safety device to speak to more than one human concurrently. The initiative was planned to support disabled citizens. Scientists say that the discovery will aim to counter potential waves of diseases such as the pandemic. Throughout the United States, the COVID-19 patients are housed at the Providence Community Medical Center throughout Washington in remote locations with two rooms. A robot, which has a microphone, a stethoscope and a camera, is being used by physicians. It helps doctors to interact individually with patients without touching. Disinfection UVD robots in China has been widely searched after as a consequence of the outbreak. The robot built by Denmark's blue ocean robot is ordered by a significant number of hospitals in the world. In the epidemic epicenter of the Wuhan outbreak, these robots played an important part. As time passes, robotics plays a significant role in fighting diseases such as COVID-19, similar to other technologies. Robot technologies will play a significant role not just in aiding patients but also in maintaining the wellbeing of physicians and healthcare staff in the case of an epidemic. The crises are changing views on what is feasible in terms of innovation and strategic intervention on the part of both private and policy players. When the COVID-19 pandemic is finished, the variety of technologies and industries are built into robotics. The virus was a successful chance for businesses to show robotics for public applications. One of the most common is the installation of mobile unmanned ultraviolet (UV) light platforms to disinfect facilities. Danish business UVD Robotics is taking advantage of this potential and is increasing the application of robotics to clean hospitals. The U.S. based Germ Falcon provides identical UV disinfection approaches for airplanes, while Chinese TMiRob deploys UV disinfection robots in Wuhan. "Automation of disinfection is a vital aspect of preserving health and safety and maybe one of the big bright points in reaction to COVID-19. In the near term, the policymakers would need to improve their defense apparatuses as well as the effectiveness of their medical services in order to implement quarantine mandates. The robots should be crucial to doing this by disinfection, tracking and surveillance. Throughout the long run, COVID-19 is contributing to a major reassessment of the worldwide supply chain in production. America's reliance on Chinese imports of essential machinery and drugs is becoming a controversial problem, and policy officials are now seeing the crisis as an incentive to revitalize the drive to re-launch more manufacturing resources on the domestic sector. Whether that turns into more drastic intervention by policymakers to diversify or re-land the output of key products, it may very well bode for the robotics sector, because these reforms will entail substantial rises in CAPEX and efficiency gains in developing countries. Instead of the infectivity of COVID-19, it is better if human-to-human interaction is minimal. Since robots are free for contamination, software companies such as and others have invested to get more robots marching down the main street to provide medical equipment in healthcare settings. The robots often end up becoming critical when providing vital items to individuals who order and purchase digitally and are lonely at home. Meituan Dianping, a logistics platform, is growing the 'contactless shipping' choices by automated vehicles and robots. Shenzhen-based company Pudu Technology aimed to reduce cross-infection by introducing a robotic home distribution of medications and food. COVID-19 poses a nightmare for robotic manufacturers designing applications for emerging economies in the automotive, construction and supply chain industries. But for vendors targeting markets which that are closer to government, such as safety, education, and protection, this is a great opportunity. Whitton advises that 'the market players create tailored solutions for non-manufacturing use cases or aim to create integrated solutions to allow scale-up in the manufacture of medical supplies. To mobile robotics manufacturers and tech firms pursuing more global markets, this is a perfect chance to demonstrate the role of healthcare robotics in solving national crises as well as alleviating economic shock.
[2021-July-Version]New Braindump2go 350-201 PDF and 350-201 VCE Dumps(Q70-Q92)
QUESTION 70 The incident response team receives information about the abnormal behavior of a host. A malicious file is found being executed from an external USB flash drive. The team collects and documents all the necessary evidence from the computing resource. What is the next step? A.Conduct a risk assessment of systems and applications B.Isolate the infected host from the rest of the subnet C.Install malware prevention software on the host D.Analyze network traffic on the host's subnet Answer: B QUESTION 71 An organization had several cyberattacks over the last 6 months and has tasked an engineer with looking for patterns or trends that will help the organization anticipate future attacks and mitigate them. Which data analytic technique should the engineer use to accomplish this task? A.diagnostic B.qualitative C.predictive D.statistical Answer: C QUESTION 72 A malware outbreak is detected by the SIEM and is confirmed as a true positive. The incident response team follows the playbook to mitigate the threat. What is the first action for the incident response team? A.Assess the network for unexpected behavior B.Isolate critical hosts from the network C.Patch detected vulnerabilities from critical hosts D.Perform analysis based on the established risk factors Answer: B QUESTION 73 Refer to the exhibit. Cisco Advanced Malware Protection installed on an end-user desktop automatically submitted a low prevalence file to the Threat Grid analysis engine. What should be concluded from this report? A.Threat scores are high, malicious ransomware has been detected, and files have been modified B.Threat scores are low, malicious ransomware has been detected, and files have been modified C.Threat scores are high, malicious activity is detected, but files have not been modified D.Threat scores are low and no malicious file activity is detected Answer: B QUESTION 74 An organization is using a PKI management server and a SOAR platform to manage the certificate lifecycle. The SOAR platform queries a certificate management tool to check all endpoints for SSL certificates that have either expired or are nearing expiration. Engineers are struggling to manage problematic certificates outside of PKI management since deploying certificates and tracking them requires searching server owners manually. Which action will improve workflow automation? A.Implement a new workflow within SOAR to create tickets in the incident response system, assign problematic certificate update requests to server owners, and register change requests. B.Integrate a PKI solution within SOAR to create certificates within the SOAR engines to track, update, and monitor problematic certificates. C.Implement a new workflow for SOAR to fetch a report of assets that are outside of the PKI zone, sort assets by certification management leads and automate alerts that updates are needed. D.Integrate a SOAR solution with Active Directory to pull server owner details from the AD and send an automated email for problematic certificates requesting updates. Answer: C QUESTION 75 Refer to the exhibit. Which data format is being used? A.JSON B.HTML C.XML D.CSV Answer: B QUESTION 76 The incident response team was notified of detected malware. The team identified the infected hosts, removed the malware, restored the functionality and data of infected systems, and planned a company meeting to improve the incident handling capability. Which step was missed according to the NIST incident handling guide? A.Contain the malware B.Install IPS software C.Determine the escalation path D.Perform vulnerability assessment Answer: D QUESTION 77 An employee abused PowerShell commands and script interpreters, which lead to an indicator of compromise (IOC) trigger. The IOC event shows that a known malicious file has been executed, and there is an increased likelihood of a breach. Which indicator generated this IOC event? A.ExecutedMalware.ioc B.Crossrider.ioc C.ConnectToSuspiciousDomain.ioc D.W32 AccesschkUtility.ioc Answer: D QUESTION 78 Refer to the exhibit. Which command was executed in PowerShell to generate this log? A.Get-EventLog -LogName* B.Get-EventLog -List C.Get-WinEvent -ListLog* -ComputerName localhost D.Get-WinEvent -ListLog* Answer: A QUESTION 79 Refer to the exhibit. Cisco Rapid Threat Containment using Cisco Secure Network Analytics (Stealthwatch) and ISE detects the threat of malware-infected 802.1x authenticated endpoints and places that endpoint into a Quarantine VLAN using Adaptive Network Control policy. Which telemetry feeds were correlated with SMC to identify the malware? A.NetFlow and event data B.event data and syslog data C.SNMP and syslog data D.NetFlow and SNMP Answer: B QUESTION 80 A security architect is working in a processing center and must implement a DLP solution to detect and prevent any type of copy and paste attempts of sensitive data within unapproved applications and removable devices. Which technical architecture must be used? A.DLP for data in motion B.DLP for removable data C.DLP for data in use D.DLP for data at rest Answer: C QUESTION 81 A security analyst receives an escalation regarding an unidentified connection on the Accounting A1 server within a monitored zone. The analyst pulls the logs and discovers that a Powershell process and a WMI tool process were started on the server after the connection was established and that a PE format file was created in the system directory. What is the next step the analyst should take? A.Isolate the server and perform forensic analysis of the file to determine the type and vector of a possible attack B.Identify the server owner through the CMDB and contact the owner to determine if these were planned and identifiable activities C.Review the server backup and identify server content and data criticality to assess the intrusion risk D.Perform behavioral analysis of the processes on an isolated workstation and perform cleaning procedures if the file is malicious Answer: C QUESTION 82 A security expert is investigating a breach that resulted in a $32 million loss from customer accounts. Hackers were able to steal API keys and two-factor codes due to a vulnerability that was introduced in a new code a few weeks before the attack. Which step was missed that would have prevented this breach? A.use of the Nmap tool to identify the vulnerability when the new code was deployed B.implementation of a firewall and intrusion detection system C.implementation of an endpoint protection system D.use of SecDevOps to detect the vulnerability during development Answer: D QUESTION 83 An API developer is improving an application code to prevent DDoS attacks. The solution needs to accommodate instances of a large number of API requests coming for legitimate purposes from trustworthy services. Which solution should be implemented? A.Restrict the number of requests based on a calculation of daily averages. If the limit is exceeded, temporarily block access from the IP address and return a 402 HTTP error code. B.Implement REST API Security Essentials solution to automatically mitigate limit exhaustion. If the limit is exceeded, temporarily block access from the service and return a 409 HTTP error code. C.Increase a limit of replies in a given interval for each API. If the limit is exceeded, block access from the API key permanently and return a 450 HTTP error code. D.Apply a limit to the number of requests in a given time interval for each API. If the rate is exceeded, block access from the API key temporarily and return a 429 HTTP error code. Answer: D QUESTION 84 Refer to the exhibit. IDS is producing an increased amount of false positive events about brute force attempts on the organization's mail server. How should the Snort rule be modified to improve performance? A.Block list of internal IPs from the rule B.Change the rule content match to case sensitive C.Set the rule to track the source IP D.Tune the count and seconds threshold of the rule Answer: B QUESTION 85 Where do threat intelligence tools search for data to identify potential malicious IP addresses, domain names, and URLs? A.customer data B.internal database C.internal cloud D.Internet Answer: D QUESTION 86 An engineer wants to review the packet overviews of SNORT alerts. When printing the SNORT alerts, all the packet headers are included, and the file is too large to utilize. Which action is needed to correct this problem? A.Modify the alert rule to "output alert_syslog: output log" B.Modify the output module rule to "output alert_quick: output filename" C.Modify the alert rule to "output alert_syslog: output header" D.Modify the output module rule to "output alert_fast: output filename" Answer: A QUESTION 87 A company's web server availability was breached by a DDoS attack and was offline for 3 hours because it was not deemed a critical asset in the incident response playbook. Leadership has requested a risk assessment of the asset. An analyst conducted the risk assessment using the threat sources, events, and vulnerabilities. Which additional element is needed to calculate the risk? A.assessment scope B.event severity and likelihood C.incident response playbook D.risk model framework Answer: D QUESTION 88 An employee who often travels abroad logs in from a first-seen country during non-working hours. The SIEM tool generates an alert that the user is forwarding an increased amount of emails to an external mail domain and then logs out. The investigation concludes that the external domain belongs to a competitor. Which two behaviors triggered UEBA? (Choose two.) A.domain belongs to a competitor B.log in during non-working hours forwarding to an external domain D.log in from a first-seen country E.increased number of sent mails Answer: AB QUESTION 89 How is a SIEM tool used? A.To collect security data from authentication failures and cyber attacks and forward it for analysis B.To search and compare security data against acceptance standards and generate reports for analysis C.To compare security alerts against configured scenarios and trigger system responses D.To collect and analyze security data from network devices and servers and produce alerts Answer: D QUESTION 90 Refer to the exhibit. What is the threat in this Wireshark traffic capture? A.A high rate of SYN packets being sent from multiple sources toward a single destination IP B.A flood of ACK packets coming from a single source IP to multiple destination IPs C.A high rate of SYN packets being sent from a single source IP toward multiple destination IPs D.A flood of SYN packets coming from a single source IP to a single destination IP Answer: D QUESTION 91 An engineer is moving data from NAS servers in different departments to a combined storage database so that the data can be accessed and analyzed by the organization on-demand. Which data management process is being used? clustering regression ingestion obfuscation Answer: A QUESTION 92 What is a benefit of key risk indicators? A.clear perspective into the risk position of an organization B.improved visibility on quantifiable information C.improved mitigation techniques for unknown threats D.clear procedures and processes for organizational risk Answer: C 2021 Latest Braindump2go 350-201 PDF and 350-201 VCE Dumps Free Share:
What is Web Scraping service?
What is Web Scraping? Web Scraping helps you to extract data from a website or online source. Web Scraping can be useful in many ways like Price Monitoring, Lead & Research Purpose. So many techniques collect the data from various platforms over the internet. We are providing scraped data in such a way that you can download file in CSV, JSON, XML so it can be excess in real-time through API. Web Scraping can be performed using ‘web scraper’, or a ‘bot’, or a ‘web spider’ or ‘web crawler’. So these are the main pillars to scrape the data. Web scraping or Data Scraping, Data Extraction or Web Data Extraction uses synonymously which can help to transform the content into accurate data can be operate by computer or application. Web Scraping Services We provide the best end-to-end data pipelines from creating the best maintaining crawlers to clean and normalize maintain quality. We do have a highly professional team for scrappers who can quickly scrape the data for outsourcing codes and applications for web scraping services. So we are providing the solution in such a way where you will feel like a win situation. And we are providing a full customization solution as per the client’s request. X-Byte Enterprise Crawling helps you to scrape millions of data in an hour and we do have automated data extraction using the best web scraping services. One of the top company X-Byte Enterprise Crawling the best-automated Web data scraping services Provider in the USA, UK, Germany, Australia, UAE. We extract every type of data for our clients as per their requirements. Enterprise Web Scraping Services To scrape enterprise-level data, we required technologies, skills, and experience who can work o that level. The number of websites that need to be addressed, whether the manpower required to set them up and the volume of the pages should be more and it should be done speedily at which they need to scrape. There is a unique set of challenges that need to be set for Enterprise scraping which needs to be addressed over the years working with many big companies to scrape the data for enterprise scale. We do have the experience to handle huge scales while being very cost-effective in real-time that cannot be changed easily and rapidly with the organization. We had worked with some of the biggest companies in every industry and have given the most valuable experience. In our index, we have so many billion-dollar industries with whom we had worked and the industries are Finance, Retail, Health, Industrial & Manufacturing, Technology, Social Media, Entertainment, etc. helps to get minimal industry level context. Web Scraping Services How Web Scraper Works At X-Byte Enterprise Crawling the below mention points will show how web scrapers follow to extract data from the website: - Web Crawling - In the data source, you will able to decide which data fields we need to extract. So once our mind gets a clear idea about your understanding & requirements so we do have the crawlers who can scrape the data from the website and provide you fantastic services. So our crawlers will crawl the web site's data and visit the links on which we need to extract data from. Data Scraping - In this, we scrape the required data from different data sites in different formats. In such cases extracting data from the different sources may get help product details, jobs, or business listings from various web pages to extract particular information. Data Formatting - We are using the data extracted parser which won’t always be in the format which is suitable for immediate users. In most of the extracted datasets, we need some form of Cleaning & Transformation data. So the data should be extracted and to be formatted into such formats like CSV, JSON, or XML. Types of Web Scraping Enterprise-level can choose any of the following web scraping services methods depending on their requirements: - DIY Scraping: - In this people can easily put their hands on and they will get the good experience of how to learn scraping websites by themselves for personal projects. Scraping Tools: - This is for the users who don’t’ know coding, web scraping tool and software allows users to scrape data quickly. So by this, you can build and monitor the website in a very low budget. Custom Scraping: - Custom Scraping can help you to scrape the data as per the requirements and scrape multiple websites daily for millions of data points. Web Scraping Use Cases Product Pricing: - While scraping E-Commerce websites we can scrape Brands, Reviews, Ratings, Product Price, etc. So observing all the distribution as well as analyze customer’s reviews that will raise in products & profits using this data. Alternative Data: - Financial firms always look for unique data so that they can decide for investment purposes. Data scraping allows all types of firms to increase their organization at a low cost. Retail & Real Estate: - The real estate industries have a vast opportunity. Web Scraping Data can help businesses to identify the best real estate opportunities that will find and come out with the best markets and analyze your assets. Wherein retail locations data can be a help to monitor closure & opening stores. Sales Lead Generation: - Qualified leads, is a necessity for many businesses to reach out to customers and generate sales. Web Scraping can help to gather all the information which is available details of companies, addresses, contracts, and other information for the productivity of your sales team and save your time. News & Social Media: - Gathering social media & news data allows a business to know about what exactly consumers think about products and they can easily find the influencer for their domain. Social Media can help in being updated regarding competitor’s products & efforts. Features & Benefits We are providing full support to our clients so that if they have any queries then we can solve their problem. Our Moto is to provide the best services to clients and make them happy. We provide High-Performance machines and well-optimized crawling services which will run effortlessly to provide data according to the client’s timeline. We are always taking care of competitors to capture competitive data in real-time. We take care of the client’s requirements like: - 1. Optimum Accuracy 2. Customers Understanding 3. Manage Brand Reputation 4. Sector-Specific Data 5. Maintain Confidentiality 6. Quick Timeline 7. Track Competitors Prices 8. Price Monitoring 9. Market & Research 10. Monitor Web X-Byte Enterprise Crawling helps their client’s in any situation and provides the best services. We take care of every type of thing which is necessary for the crawlers. Looking for the Best Web Scraping Company?? Contact X-Byte Enterprise Crawling for all your requirements & Queries and a free quote. For more visit:
How do I recover my Hotmail account?
Do you need your Hotmail account to be recovered because you forgot your password? Hotmail users frequently forget the login passwords, necessitating the creation of a new password in their replacement. In such case, the recovery of a Hotmail account is fairly straightforward and can be done with the aid of a simple method. Although you may contact Hotmail customer service for help with account recovery, you can also do it yourself using the steps outlined below. Learn the correct steps to recover your Hotmail account? · Open the link "I can't access my account" on the official Hotmail website · Select "I forgot my password" on the following screen, then type your email address · After that, you must provide the CAPTCHA code by typing as it is in the blank space · Then you'll be sent to Hotmail's recovery page, where you'll find various alternatives · Following that, you may give your registered phone number in order to receive a verification code · Then, go to the recovery screen, and input the code you received from Hotmail · After that, a password reset screen will appear, allowing you to set up a new password · Alternatively, you can enter your recovery email to get the code in the previous step · Then go to your recovery email & copy your code that Hotmail has send · Next, on the recovery page of Hotmail, paste the code in the provided field · After that, Hotmail will complete the verification, and the password reset screen will appear · Finally, you should reset your password by creating a new one to recover your Hotmail account You can find the right information about how do I recover my Hotmail account by going through the details above. After which you can follow the procedure explained here to recover your Hotmail account without must effort. In case, you encounter any difficulty you can contact Hotmail’s customer service to obtain help from a technical person.
How to Play Internet Cafe Simulator? How to Download?
What kind of game is Internet Cafe Simulator? This game, which aims to open and operate your own internet cafe, has versions that can be used on both computer and mobile platforms, you can easily download and play it comfortably. Maybe your dream is to run an internet cafe or own an internet cafe. Thanks to this game, you can make a small start to realize your dreams. To download the game, there are two alternative options, Steam and Torrent, and you can choose the method that suits you best and use it. The file size of the game is 1.80 GB and the language of the game is Turkish. It has a price tag of 18.50 TL on Steam. Internet Cafe Simulator Download (Free) Internet Cafe Simulator is an internet cafe business simulation game. You can set up and manage a comprehensive workplace in the game. The city has many events and people to interact with. You have to pay the rent of your house and shop. You must satisfy your customers. You should build more stylish and powerful gaming computers. You can also do illegal business if you want. Internet Cafe Simulator Game But be careful, the cost can be very high. You can improve your internet cafe with many applications on the computer in the game. You can even buy points from people to illegally give you a high score. You can expand your internet cafe by renting new spaces. You can buy cryptocurrencies in the game. You can grow your internet cafe with the right investments. You can increase the number of people coming to your internet cafe by purchasing popular games. All management and planning will be in your hands. Watch out and don't go bankrupt! In order for you to download the game, like every game, this game has various requirements in itself. The operating system of the device on which you will play the game must be Windows 7, Windows 8 or Windows 10. Operating system architecture is 32 Bit or 64 Bit. The processor feature is 2 GHz dual core. While the RAM of the game is 2GB+, the graphics card has Intel HD Graphics 4000 and the HDD has 4.5GB+. To download the game to your computer, as in most games, a certain price is required for this game, it is not free. It is also available for Android and IOS. You should also pay attention to in-app purchases and advertisements in mobile usage, otherwise you may experience problems. Since the data changes with each new update, it will be beneficial to follow the innovations and changes related to the game. How to Play Internet Cafe Simulator? Internet Cafe Simulator is a game targeting the cafe business. Thanks to the game's dynamic design and mechanics, players can feel like they are in a real internet cafe. We wouldn't be wrong to say that this game is perfect for this game whose planning, visual and content features are quite appealing. Therefore, while playing the game, you can feel the experiences as real and enjoy the profession of internet cafe, and you can get the chance to empathize with the life of the shopkeepers. If we briefly explain the logic of the game and how it is played; There are simple and basic rules that you have to do in the game. First of all, you are expected to open an internet cafe of your own and run this cafe professionally. Keeping up with the active life of the city and being in constant contact with people is one of the natural requirements. You also have many responsibilities in the game; such as paying the rent and bills of your cafe and satisfying the customers and offering them the services they want. In fact, what is required of you is to imagine this cafe as if it were real and to control everything to the smallest detail and run the cafe. Just like in real life, you have to use your money very carefully in the game. For example, with the money you have, you can buy high-quality, high-end, powerful gaming computers that will delight your customers. In this way, your cafe will be popular and will not suffer from customer problems. As in real life, you may be busy with illegal activities in the game as well as routine work, but you have to be careful because it can give you a headache.
EMS Workout Benefits
Have you noticed how much better you feel when you work out? Do you note how you sleep better, and think better? There are many physiological and mental benefits associated with physical activities and fitness. Indeed, many studies confirm the irrefutable effectiveness of regular exercises. Regular physical activities are beneficial to the heart, muscles, lungs, bones, and brain. Exercising improves many aspects of your life. In addition to the extensive benefits of physical activities, there are several advantages that are specific to EMS workout suit Undeniably, the growing popularity of this new technology is primarily due to benefits specific to EMS. EMS workout benefits include; Physiological EMS Workout Benefits Many people exercise for physiological benefits that include improvement in muscle strength and boost of endurance. There are several physiological benefits that are specific to EMS workouts and include; EMS Workout Benefits to muscles EMS training facilitates better muscle activation, enabling your body to use 90% of its potential, unlike conventional training, where you only use 60-70% of your strength. Similarly, EMS increases muscle mass due to the extra stimulation. Benefits to Tendons and Joints Since you do not need to use external loads to achieve deep muscle activation during EMS training, the strain on tendons and joints significantly reduces. Indeed, since EMS workouts are grounded on electrical stimulation and not heavy loads, there is no additional strain on joints and the musculoskeletal system. Vascular and capillary benefits EMS workout benefits the cardiovascular system. Specifically, EMS workouts support improved blood circulation and, as such, reduction in blood pressure. Similarly, improved blood flow decreases the formation of arterial clots reducing vulnerability to heart attack and cerebral thrombosis. Research shows EMS training suit increases blood flow (especially when done in lower frequencies) to muscle tissues. The electrical impulses sent to the full-body suit support blood flow through the contraction and relaxation of muscles. Posture-related Benefits EMS training work the stabilizer muscles correcting and improving posture. Correct body posture is essential in well-being. Incorrect posture is associated with muscular pain due to decompensating. EMS workouts specifically target and train difficult-to-reach stabilizer muscles, reducing postural imbalances of the back, tummy, or pelvic floor. Improvement in overall posture and flexibility reduces muscle pain. EMS Workout Benefits to Mental Health A multitude of research supports the hypothesis that exercising improves mental health. Working out facilitates the secretion of three hormones; endorphins, dopamine, and serotonin. These hormones generate chemical reactions in the brain responsible for that satisfied and happy feeling you get during and after working out. EMS is a high-intensity workout that triggers the release of dopamine a few minutes into the training. Dopamine helps you become more alert and focused, improving performance. After an EMS workout session, the body releases serotonin. Serotonin regulates body temperature in addition to adjusting the imbalances in the nutritional cycle. Ultimately, EMS improves mental health by triggering the release of certain hormones that lighten the mood, relieve stress and dull pain. EMS training is your ingredient of happiness! Time-Saving With EMS training, you can achieve a full-body workout in a mere 20 minutes. Indeed, the EMS full-body suit simultaneously activates many muscles in the body, effectively reducing training time. Fast Results The benefits of regular exercises are achieved much faster with EMS workouts compared to conventional training. Due to robust muscular activation, the results of EMS workouts are evident much quickly. EMS workout benefits are not only physiological but also mental. EMS training enables you to enjoy these benefits with a mere 20-minute workout thrice a week! For more visit our eBay store.
Digital Hearing Aids Market Share, Industry Trends, Size, Revenue, Demand, Growth Analysis, Top Leaders: Starkey, Cochlear Ltd., Bernafon, MED-EL Medical Electronics, Natus Medical Incorporated
Market Analysis and Insights: Global Digital Hearing Aids Market Digital hearing aids market is expected to gain market growth in the forecast period of 2021 to 2028. Data Bridge Market Research analyses the market to grow at a CAGR of 6.8% in the above-mentioned forecast period. Rising levels of geriatric population accompanied by the hearing defects drives the digital hearing aids market. Digital hearing aids act almost as similar to an analog hearing aid, but instead of amplifying the sounds they change it into digital sound waves. The processors installed in these digital aids identify and differentiate between the environmental sounds and speech. These hearing aids are an upgrade on analogs as they amplify the speech sounds and increase it making it more accessible rather than just amplifying all sounds like an analog hearing aid would. Get More Insights About Global Digital Hearing Aids Market, Request Sample @ Increased prevalence of hearing loss is the vital factor escalating the market growth, also rising technological advancements in hearing aids, rising adoption of these devices, growing awareness about technologically advanced devices for the treatment of deafness, increased awareness about health among people, rapid development in the healthcare sector due to rising privatization in the emerging economies, rising number of hospitals which have made easy access for people to visit a hospital and rising trend of listening to loud music can also cause rise in the number of patients suffering from low hearing which acts as the major factors among others driving the digital hearing aids market. Moreover, rising growth potential offered by emerging countries and rising technological advancements and modernization in the healthcare sector will further create new opportunities for digital hearing aids market in the forecasted period of 2021-2028. However, increased cost associated with these products and rising low levels of penetration of these devices in the developing countries are the major factors among others which will obstruct the market growth, while rising unfavourable reimbursement scenario will further challenge the growth of digital hearing aids market in the forecast period mentioned above. This digital hearing aids market report provides details of new recent developments, trade regulations, import export analysis, production analysis, value chain optimization, market share, impact of domestic and localised market players, analyses opportunities in terms of emerging revenue pockets, changes in market regulations, strategic market growth analysis, market size, category market growths, application niches and dominance, product approvals, product launches, geographic expansions, technological innovations in the market. To gain more info on digital hearing aids market contact Data Bridge Market Research for an Analyst Brief, our team will help you take an informed market decision to achieve market growth. Digital Hearing Aids Market Scope and Market Size Global Digital hearing aids market is segmented on the basis of technology, product type, product, type of hearing loss, technology type and distribution channel. The growth amongst these segments will help you analyse meagre growth segments in the industries, and provide the users with valuable market overview and market insights to help them in making strategic decisions for identification of core market applications. On the basis of technology, the digital hearing aids market is segmented into conventional hearing aid and digital hearing aid. Based on product type, the digital hearing aids market is segmented into behind the ear hearing aids, receiver in the ear hearing aids, in the ear hearing aids, completely in the ear hearing aids, and in the canal hearing aids. Based on product, the digital hearing aids market is segmented into devices, implants and accessories. Based on type of hearing loss, the digital hearing aids market is segmented into sensorineural, conductive and others. Based on technology type, the digital hearing aids market is segmented into digital hearing aids and analog hearing aids. The digital hearing aids market is also segmented on the basis of distribution channel into retail stores, e-commerce and others. Know more about this report Global Digital Hearing Aids Market Country Level Analysis Digital hearing aids market is analysed and market size insights and trends are provided by country, technology, product type, product, type of hearing loss, technology type and distribution channel as referenced above. The countries covered in the digital hearing aids market report are U.S., Canada and Mexico in North America, Germany, France, U.K., Netherlands, Switzerland, Belgium, Russia, Italy, Spain, Turkey, Rest of Europe in Europe, China, Japan, India, South Korea, Singapore, Malaysia, Australia, Thailand, Indonesia, Philippines, Rest of Asia-Pacific (APAC) in the Asia-Pacific (APAC), Saudi Arabia, U.A.E, South Africa, Egypt, Israel, Rest of Middle East and Africa (MEA) as a part of Middle East and Africa (MEA), Brazil, Argentina and Rest of South America as part of South America. Europe dominates the digital hearing aids market due to increase in the prevalence of deafness and rising awareness about technological advancements in this region. Asia-Pacific is the expected region in terms of growth in digital hearing aids market due to large population base, rising prevalence of the geriatric population, coupled with improvements in the distribution network in this region. The country section of the digital hearing aids market report also provides individual market impacting factors and changes in regulation in the market domestically that impacts the current and future trends of the market. Data points such as consumption volumes, production sites and volumes, import export analysis, price trend analysis, cost of raw materials, down-stream and upstream value chain analysis are some of the major pointers used to forecast the market scenario for individual countries. Also, presence and availability of global brands and their challenges faced due to large or scarce competition from local and domestic brands, impact of domestic tariffs and trade routes are considered while providing forecast analysis of the country data. Healthcare Infrastructure growth Installed base and New Technology Penetration Digital hearing aids market also provides you with detailed market analysis for every country growth in healthcare expenditure for capital equipment’s, installed base of different kind of products for digital hearing aids market, impact of technology using life line curves and changes in healthcare regulatory scenarios and their impact on the digital hearing aids market. The data is available for historic period 2010 to 2019. Get Access Report @ Competitive Landscape and Digital Hearing Aids Market Share Analysis Digital hearing aids market competitive landscape provides details by competitor. Details included are company overview, company financials, revenue generated, market potential, investment in research and development, new market initiatives, global presence, production sites and facilities, production capacities, company strengths and weaknesses, product launch, product width and breadth, application dominance. The above data points provided are only related to the companies’ focus related to digital hearing aids market. The major players covered in the digital hearing aids market report are · Starkey · Cochlear Ltd. · Bernafon · MED-EL Medical Electronics · Natus Medical Incorporated · William Demant Holding A/S · Sonova · Widex A/S · GN Store Nord A/S · SeboTek Hearing Systems LLC. · Siemens AG · Zounds Hearing · Medtronic · Amplifon · Audio Controle · General Hearing Instruments Inc. · Magnatone Hearing Aid Corporation · Puretone and RION Co. Ltd. among other domestic and global players. Market share data is available for Global, North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South America separately. DBMR analysts understand competitive strengths and provide competitive analysis for each competitor separately. Request for Detailed TOC Browse Trending Related Reports @ · Autoimmune Disease Diagnosis market · Aesthetic Services Market · Newborn Screening Market · Magnetic Resonance Imaging Devices Market · Breast Biopsy Devices Market About Data Bridge Market Research: Data Bridge Market Research set forth itself as an unconventional and neoteric Market research and consulting firm with unparalleled level of resilience and integrated approaches. We are determined to unearth the best market opportunities and foster efficient information for your business to thrive in the market Contact: Data Bridge Market Research Tel: +1-888-387-2818 Email:
[June-2021]Braindump2go New Professional-Cloud-Architect PDF and VCE Dumps Free Share(Q200-Q232)
QUESTION 200 You are monitoring Google Kubernetes Engine (GKE) clusters in a Cloud Monitoring workspace. As a Site Reliability Engineer (SRE), you need to triage incidents quickly. What should you do? A.Navigate the predefined dashboards in the Cloud Monitoring workspace, and then add metrics and create alert policies. B.Navigate the predefined dashboards in the Cloud Monitoring workspace, create custom metrics, and install alerting software on a Compute Engine instance. C.Write a shell script that gathers metrics from GKE nodes, publish these metrics to a Pub/Sub topic, export the data to BigQuery, and make a Data Studio dashboard. D.Create a custom dashboard in the Cloud Monitoring workspace for each incident, and then add metrics and create alert policies. Answer: D QUESTION 201 You are implementing a single Cloud SQL MySQL second-generation database that contains business-critical transaction data. You want to ensure that the minimum amount of data is lost in case of catastrophic failure. Which two features should you implement? (Choose two.) A.Sharding B.Read replicas C.Binary logging D.Automated backups E.Semisynchronous replication Answer: CD QUESTION 202 You are working at a sports association whose members range in age from 8 to 30. The association collects a large amount of health data, such as sustained injuries. You are storing this data in BigQuery. Current legislation requires you to delete such information upon request of the subject. You want to design a solution that can accommodate such a request. What should you do? A.Use a unique identifier for each individual. Upon a deletion request, delete all rows from BigQuery with this identifier. B.When ingesting new data in BigQuery, run the data through the Data Loss Prevention (DLP) API to identify any personal information. As part of the DLP scan, save the result to Data Catalog. Upon a deletion request, query Data Catalog to find the column with personal information. C.Create a BigQuery view over the table that contains all data. Upon a deletion request, exclude the rows that affect the subject's data from this view. Use this view instead of the source table for all analysis tasks. D.Use a unique identifier for each individual. Upon a deletion request, overwrite the column with the unique identifier with a salted SHA256 of its value. Answer: B QUESTION 203 Your company has announced that they will be outsourcing operations functions. You want to allow developers to easily stage new versions of a cloud-based application in the production environment and allow the outsourced operations team to autonomously promote staged versions to production. You want to minimize the operational overhead of the solution. Which Google Cloud product should you migrate to? A.App Engine B.GKE On-Prem C.Compute Engine D.Google Kubernetes Engine Answer: D QUESTION 204 Your company is running its application workloads on Compute Engine. The applications have been deployed in production, acceptance, and development environments. The production environment is business-critical and is used 24/7, while the acceptance and development environments are only critical during office hours. Your CFO has asked you to optimize these environments to achieve cost savings during idle times. What should you do? A.Create a shell script that uses the gcloud command to change the machine type of the development and acceptance instances to a smaller machine type outside of office hours. Schedule the shell script on one of the production instances to automate the task. B.Use Cloud Scheduler to trigger a Cloud Function that will stop the development and acceptance environments after office hours and start them just before office hours. C.Deploy the development and acceptance applications on a managed instance group and enable autoscaling. D.Use regular Compute Engine instances for the production environment, and use preemptible VMs for the acceptance and development environments. Answer: D QUESTION 205 You are moving an application that uses MySQL from on-premises to Google Cloud. The application will run on Compute Engine and will use Cloud SQL. You want to cut over to the Compute Engine deployment of the application with minimal downtime and no data loss to your customers. You want to migrate the application with minimal modification. You also need to determine the cutover strategy. What should you do? A.1. Set up Cloud VPN to provide private network connectivity between the Compute Engine application and the on-premises MySQL server. 2. Stop the on-premises application. 3. Create a mysqldump of the on-premises MySQL server. 4. Upload the dump to a Cloud Storage bucket. 5. Import the dump into Cloud SQL. 6. Modify the source code of the application to write queries to both databases and read from its local database. 7. Start the Compute Engine application. 8. Stop the on-premises application. B.1. Set up Cloud SQL proxy and MySQL proxy. 2. Create a mysqldump of the on-premises MySQL server. 3. Upload the dump to a Cloud Storage bucket. 4. Import the dump into Cloud SQL. 5. Stop the on-premises application. 6. Start the Compute Engine application. C.1. Set up Cloud VPN to provide private network connectivity between the Compute Engine application and the on-premises MySQL server. 2. Stop the on-premises application. 3. Start the Compute Engine application, configured to read and write to the on-premises MySQL server. 4. Create the replication configuration in Cloud SQL. 5. Configure the source database server to accept connections from the Cloud SQL replica. 6. Finalize the Cloud SQL replica configuration. 7. When replication has been completed, stop the Compute Engine application. 8. Promote the Cloud SQL replica to a standalone instance. 9. Restart the Compute Engine application, configured to read and write to the Cloud SQL standalone instance. D.1. Stop the on-premises application. 2. Create a mysqldump of the on-premises MySQL server. 3. Upload the dump to a Cloud Storage bucket. 4. Import the dump into Cloud SQL. 5. Start the application on Compute Engine. Answer: A QUESTION 206 Your organization has decided to restrict the use of external IP addresses on instances to only approved instances. You want to enforce this requirement across all of your Virtual Private Clouds (VPCs). What should you do? A.Remove the default route on all VPCs. Move all approved instances into a new subnet that has a default route to an internet gateway. B.Create a new VPC in custom mode. Create a new subnet for the approved instances, and set a default route to the internet gateway on this new subnet. C.Implement a Cloud NAT solution to remove the need for external IP addresses entirely. D.Set an Organization Policy with a constraint on constraints/compute.vmExternalIpAccess. List the approved instances in the allowedValues list. Answer: D QUESTION 207 Your company uses the Firewall Insights feature in the Google Network Intelligence Center. You have several firewall rules applied to Compute Engine instances. You need to evaluate the efficiency of the applied firewall ruleset. When you bring up the Firewall Insights page in the Google Cloud Console, you notice that there are no log rows to display. What should you do to troubleshoot the issue? A.Enable Virtual Private Cloud (VPC) flow logging. B.Enable Firewall Rules Logging for the firewall rules you want to monitor. C.Verify that your user account is assigned the compute.networkAdmin Identity and Access Management (IAM) role. D.Install the Google Cloud SDK, and verify that there are no Firewall logs in the command line output. Answer: B QUESTION 208 Your company has sensitive data in Cloud Storage buckets. Data analysts have Identity Access Management (IAM) permissions to read the buckets. You want to prevent data analysts from retrieving the data in the buckets from outside the office network. What should you do? A.1. Create a VPC Service Controls perimeter that includes the projects with the buckets. 2. Create an access level with the CIDR of the office network. B.1. Create a firewall rule for all instances in the Virtual Private Cloud (VPC) network for source range. 2. Use the Classless Inter-domain Routing (CIDR) of the office network. C.1. Create a Cloud Function to remove IAM permissions from the buckets, and another Cloud Function to add IAM permissions to the buckets. 2. Schedule the Cloud Functions with Cloud Scheduler to add permissions at the start of business and remove permissions at the end of business. D.1. Create a Cloud VPN to the office network. 2. Configure Private Google Access for on-premises hosts. Answer: C QUESTION 209 You have developed a non-critical update to your application that is running in a managed instance group, and have created a new instance template with the update that you want to release. To prevent any possible impact to the application, you don't want to update any running instances. You want any new instances that are created by the managed instance group to contain the new update. What should you do? A.Start a new rolling restart operation. B.Start a new rolling replace operation. C.Start a new rolling update. Select the Proactive update mode. D.Start a new rolling update. Select the Opportunistic update mode. Answer: C QUESTION 210 Your company is designing its application landscape on Compute Engine. Whenever a zonal outage occurs, the application should be restored in another zone as quickly as possible with the latest application data. You need to design the solution to meet this requirement. What should you do? A.Create a snapshot schedule for the disk containing the application data. Whenever a zonal outage occurs, use the latest snapshot to restore the disk in the same zone. B.Configure the Compute Engine instances with an instance template for the application, and use a regional persistent disk for the application data. Whenever a zonal outage occurs, use the instance template to spin up the application in another zone in the same region. Use the regional persistent disk for the application data. C.Create a snapshot schedule for the disk containing the application data. Whenever a zonal outage occurs, use the latest snapshot to restore the disk in another zone within the same region. D.Configure the Compute Engine instances with an instance template for the application, and use a regional persistent disk for the application data. Whenever a zonal outage occurs, use the instance template to spin up the application in another region. Use the regional persistent disk for the application data, Answer: D QUESTION 211 Your company has just acquired another company, and you have been asked to integrate their existing Google Cloud environment into your company's data center. Upon investigation, you discover that some of the RFC 1918 IP ranges being used in the new company's Virtual Private Cloud (VPC) overlap with your data center IP space. What should you do to enable connectivity and make sure that there are no routing conflicts when connectivity is established? A.Create a Cloud VPN connection from the new VPC to the data center, create a Cloud Router, and apply new IP addresses so there is no overlapping IP space. B.Create a Cloud VPN connection from the new VPC to the data center, and create a Cloud NAT instance to perform NAT on the overlapping IP space. C.Create a Cloud VPN connection from the new VPC to the data center, create a Cloud Router, and apply a custom route advertisement to block the overlapping IP space. D.Create a Cloud VPN connection from the new VPC to the data center, and apply a firewall rule that blocks the overlapping IP space. Answer: A QUESTION 212 You need to migrate Hadoop jobs for your company's Data Science team without modifying the underlying infrastructure. You want to minimize costs and infrastructure management effort. What should you do? A.Create a Dataproc cluster using standard worker instances. B.Create a Dataproc cluster using preemptible worker instances. C.Manually deploy a Hadoop cluster on Compute Engine using standard instances. D.Manually deploy a Hadoop cluster on Compute Engine using preemptible instances. Answer: A QUESTION 213 Your company has a project in Google Cloud with three Virtual Private Clouds (VPCs). There is a Compute Engine instance on each VPC. Network subnets do not overlap and must remain separated. The network configuration is shown below. Instance #1 is an exception and must communicate directly with both Instance #2 and Instance #3 via internal IPs. How should you accomplish this? A.Create a cloud router to advertise subnet #2 and subnet #3 to subnet #1. B.Add two additional NICs to Instance #1 with the following configuration: • NIC1 ○ VPC: VPC #2 ○ SUBNETWORK: subnet #2 • NIC2 ○ VPC: VPC #3 ○ SUBNETWORK: subnet #3 Update firewall rules to enable traffic between instances. C.Create two VPN tunnels via CloudVPN: • 1 between VPC #1 and VPC #2. • 1 between VPC #2 and VPC #3. Update firewall rules to enable traffic between the instances. D.Peer all three VPCs: • Peer VPC #1 with VPC #2. • Peer VPC #2 with VPC #3. Update firewall rules to enable traffic between the instances. Answer: B QUESTION 214 You need to deploy an application on Google Cloud that must run on a Debian Linux environment. The application requires extensive configuration in order to operate correctly. You want to ensure that you can install Debian distribution updates with minimal manual intervention whenever they become available. What should you do? A.Create a Compute Engine instance template using the most recent Debian image. Create an instance from this template, and install and configure the application as part of the startup script. Repeat this process whenever a new Google-managed Debian image becomes available. B.Create a Debian-based Compute Engine instance, install and configure the application, and use OS patch management to install available updates. C.Create an instance with the latest available Debian image. Connect to the instance via SSH, and install and configure the application on the instance. Repeat this process whenever a new Google-managed Debian image becomes available. D.Create a Docker container with Debian as the base image. Install and configure the application as part of the Docker image creation process. Host the container on Google Kubernetes Engine and restart the container whenever a new update is available. Answer: B QUESTION 215 You have an application that runs in Google Kubernetes Engine (GKE). Over the last 2 weeks, customers have reported that a specific part of the application returns errors very frequently. You currently have no logging or monitoring solution enabled on your GKE cluster. You want to diagnose the problem, but you have not been able to replicate the issue. You want to cause minimal disruption to the application. What should you do? A.1. Update your GKE cluster to use Cloud Operations for GKE. 2. Use the GKE Monitoring dashboard to investigate logs from affected Pods. B.1. Create a new GKE cluster with Cloud Operations for GKE enabled. 2. Migrate the affected Pods to the new cluster, and redirect traffic for those Pods to the new cluster. 3. Use the GKE Monitoring dashboard to investigate logs from affected Pods. C.1. Update your GKE cluster to use Cloud Operations for GKE, and deploy Prometheus. 2. Set an alert to trigger whenever the application returns an error. D.1. Create a new GKE cluster with Cloud Operations for GKE enabled, and deploy Prometheus. 2. Migrate the affected Pods to the new cluster, and redirect traffic for those Pods to the new cluster. 3. Set an alert to trigger whenever the application returns an error. Answer: C QUESTION 216 You need to deploy a stateful workload on Google Cloud. The workload can scale horizontally, but each instance needs to read and write to the same POSIX filesystem. At high load, the stateful workload needs to support up to 100 MB/s of writes. What should you do? A.Use a persistent disk for each instance. B.Use a regional persistent disk for each instance. C.Create a Cloud Filestore instance and mount it in each instance. D.Create a Cloud Storage bucket and mount it in each instance using gcsfuse. Answer: D QUESTION 217 Your company has an application deployed on Anthos clusters (formerly Anthos GKE) that is running multiple microservices. The cluster has both Anthos Service Mesh and Anthos Config Management configured. End users inform you that the application is responding very slowly. You want to identify the microservice that is causing the delay. What should you do? A.Use the Service Mesh visualization in the Cloud Console to inspect the telemetry between the microservices. B.Use Anthos Config Management to create a ClusterSelector selecting the relevant cluster. On the Google Cloud Console page for Google Kubernetes Engine, view the Workloads and filter on the cluster. Inspect the configurations of the filtered workloads. C.Use Anthos Config Management to create a namespaceSelector selecting the relevant cluster namespace. On the Google Cloud Console page for Google Kubernetes Engine, visit the workloads and filter on the namespace. Inspect the configurations of the filtered workloads. D.Reinstall istio using the default istio profile in order to collect request latency. Evaluate the telemetry between the microservices in the Cloud Console. Answer: A QUESTION 218 You are working at a financial institution that stores mortgage loan approval documents on Cloud Storage. Any change to these approval documents must be uploaded as a separate approval file, so you want to ensure that these documents cannot be deleted or overwritten for the next 5 years. What should you do? A.Create a retention policy on the bucket for the duration of 5 years. Create a lock on the retention policy. B.Create the bucket with uniform bucket-level access, and grant a service account the role of Object Writer. Use the service account to upload new files. C.Use a customer-managed key for the encryption of the bucket. Rotate the key after 5 years. D.Create the bucket with fine-grained access control, and grant a service account the role of Object Writer. Use the service account to upload new files. Answer: A QUESTION 219 Your team will start developing a new application using microservices architecture on Kubernetes Engine. As part of the development lifecycle, any code change that has been pushed to the remote develop branch on your GitHub repository should be built and tested automatically. When the build and test are successful, the relevant microservice will be deployed automatically in the development environment. You want to ensure that all code deployed in the development environment follows this process. What should you do? A.Have each developer install a pre-commit hook on their workstation that tests the code and builds the container when committing on the development branch. After a successful commit, have the developer deploy the newly built container image on the development cluster. B.Install a post-commit hook on the remote git repository that tests the code and builds the container when code is pushed to the development branch. After a successful commit, have the developer deploy the newly built container image on the development cluster. C.Create a Cloud Build trigger based on the development branch that tests the code, builds the container, and stores it in Container Registry. Create a deployment pipeline that watches for new images and deploys the new image on the development cluster. Ensure only the deployment tool has access to deploy new versions. D.Create a Cloud Build trigger based on the development branch to build a new container image and store it in Container Registry. Rely on Vulnerability Scanning to ensure the code tests succeed. As the final step of the Cloud Build process, deploy the new container image on the development cluster. Ensure only Cloud Build has access to deploy new versions. Answer: A QUESTION 220 Your operations team has asked you to help diagnose a performance issue in a production application that runs on Compute Engine. The application is dropping requests that reach it when under heavy load. The process list for affected instances shows a single application process that is consuming all available CPU, and autoscaling has reached the upper limit of instances. There is no abnormal load on any other related systems, including the database. You want to allow production traffic to be served again as quickly as possible. Which action should you recommend? A.Change the autoscaling metric to B.Restart the affected instances on a staggered schedule. C.SSH to each instance and restart the application process. D.Increase the maximum number of instances in the autoscaling group. Answer: A QUESTION 221 You are implementing the infrastructure for a web service on Google Cloud. The web service needs to receive and store the data from 500,000 requests per second. The data will be queried later in real time, based on exact matches of a known set of attributes. There will be periods where the web service will not receive any requests. The business wants to keep costs low. Which web service platform and database should you use for the application? A.Cloud Run and BigQuery B.Cloud Run and Cloud Bigtable C.A Compute Engine autoscaling managed instance group and BigQuery D.A Compute Engine autoscaling managed instance group and Cloud Bigtable Answer: D QUESTION 222 You are developing an application using different microservices that should remain internal to the cluster. You want to be able to configure each microservice with a specific number of replicas. You also want to be able to address a specific microservice from any other microservice in a uniform way, regardless of the number of replicas the microservice scales to. You need to implement this solution on Google Kubernetes Engine. What should you do? A.Deploy each microservice as a Deployment. Expose the Deployment in the cluster using a Service, and use the Service DNS name to address it from other microservices within the cluster. B.Deploy each microservice as a Deployment. Expose the Deployment in the cluster using an Ingress, and use the Ingress IP address to address the Deployment from other microservices within the cluster. C.Deploy each microservice as a Pod. Expose the Pod in the cluster using a Service, and use the Service DNS name to address the microservice from other microservices within the cluster. D.Deploy each microservice as a Pod. Expose the Pod in the cluster using an Ingress, and use the Ingress IP address name to address the Pod from other microservices within the cluster. Answer: A QUESTION 223 Your company has a networking team and a development team. The development team runs applications on Compute Engine instances that contain sensitive data. The development team requires administrative permissions for Compute Engine. Your company requires all network resources to be managed by the networking team. The development team does not want the networking team to have access to the sensitive data on the instances. What should you do? A.1. Create a project with a standalone VPC and assign the Network Admin role to the networking team. 2. Create a second project with a standalone VPC and assign the Compute Admin role to the development team. 3. Use Cloud VPN to join the two VPCs. B.1. Create a project with a standalone Virtual Private Cloud (VPC), assign the Network Admin role to the networking team, and assign the Compute Admin role to the development team. C.1. Create a project with a Shared VPC and assign the Network Admin role to the networking team. 2. Create a second project without a VPC, configure it as a Shared VPC service project, and assign the Compute Admin role to the development team. D.1. Create a project with a standalone VPC and assign the Network Admin role to the networking team. 2. Create a second project with a standalone VPC and assign the Compute Admin role to the development team. 3. Use VPC Peering to join the two VPCs. Answer: C QUESTION 224 Your company wants you to build a highly reliable web application with a few public APIs as the backend. You don't expect a lot of user traffic, but traffic could spike occasionally. You want to leverage Cloud Load Balancing, and the solution must be cost-effective for users. What should you do? A.Store static content such as HTML and images in Cloud CDN. Host the APIs on App Engine and store the user data in Cloud SQL. B.Store static content such as HTML and images in a Cloud Storage bucket. Host the APIs on a zonal Google Kubernetes Engine cluster with worker nodes in multiple zones, and save the user data in Cloud Spanner. C.Store static content such as HTML and images in Cloud CDN. Use Cloud Run to host the APIs and save the user data in Cloud SQL. D.Store static content such as HTML and images in a Cloud Storage bucket. Use Cloud Functions to host the APIs and save the user data in Firestore. Answer: B QUESTION 225 Your company sends all Google Cloud logs to Cloud Logging. Your security team wants to monitor the logs. You want to ensure that the security team can react quickly if an anomaly such as an unwanted firewall change or server breach is detected. You want to follow Google-recommended practices. What should you do? A.Schedule a cron job with Cloud Scheduler. The scheduled job queries the logs every minute for the relevant events. B.Export logs to BigQuery, and trigger a query in BigQuery to process the log data for the relevant events. C.Export logs to a Pub/Sub topic, and trigger Cloud Function with the relevant log events. D.Export logs to a Cloud Storage bucket, and trigger Cloud Run with the relevant log events. Answer: C QUESTION 226 You have deployed several instances on Compute Engine. As a security requirement, instances cannot have a public IP address. There is no VPN connection between Google Cloud and your office, and you need to connect via SSH into a specific machine without violating the security requirements. What should you do? A.Configure Cloud NAT on the subnet where the instance is hosted. Create an SSH connection to the Cloud NAT IP address to reach the instance. B.Add all instances to an unmanaged instance group. Configure TCP Proxy Load Balancing with the instance group as a backend. Connect to the instance using the TCP Proxy IP. C.Configure Identity-Aware Proxy (IAP) for the instance and ensure that you have the role of IAP-secured Tunnel User. Use the gcloud command line tool to ssh into the instance. D.Create a bastion host in the network to SSH into the bastion host from your office location. From the bastion host, SSH into the desired instance. Answer: D QUESTION 227 Your company is using Google Cloud. You have two folders under the Organization: Finance and Shopping. The members of the development team are in a Google Group. The development team group has been assigned the Project Owner role on the Organization. You want to prevent the development team from creating resources in projects in the Finance folder. What should you do? A.Assign the development team group the Project Viewer role on the Finance folder, and assign the development team group the Project Owner role on the Shopping folder. B.Assign the development team group only the Project Viewer role on the Finance folder. C.Assign the development team group the Project Owner role on the Shopping folder, and remove the development team group Project Owner role from the Organization. D.Assign the development team group only the Project Owner role on the Shopping folder. Answer: C QUESTION 228 You are developing your microservices application on Google Kubernetes Engine. During testing, you want to validate the behavior of your application in case a specific microservice should suddenly crash. What should you do? A.Add a taint to one of the nodes of the Kubernetes cluster. For the specific microservice, configure a pod anti-affinity label that has the name of the tainted node as a value. B.Use Istio's fault injection on the particular microservice whose faulty behavior you want to simulate. C.Destroy one of the nodes of the Kubernetes cluster to observe the behavior. D.Configure Istio's traffic management features to steer the traffic away from a crashing microservice. Answer: C QUESTION 229 Your company is developing a new application that will allow globally distributed users to upload pictures and share them with other selected users. The application will support millions of concurrent users. You want to allow developers to focus on just building code without having to create and maintain the underlying infrastructure. Which service should you use to deploy the application? A.App Engine B.Cloud Endpoints C.Compute Engine D.Google Kubernetes Engine Answer: A QUESTION 230 Your company provides a recommendation engine for retail customers. You are providing retail customers with an API where they can submit a user ID and the API returns a list of recommendations for that user. You are responsible for the API lifecycle and want to ensure stability for your customers in case the API makes backward-incompatible changes. You want to follow Google-recommended practices. What should you do? A.Create a distribution list of all customers to inform them of an upcoming backward-incompatible change at least one month before replacing the old API with the new API. B.Create an automated process to generate API documentation, and update the public API documentation as part of the CI/CD process when deploying an update to the API. C.Use a versioning strategy for the APIs that increases the version number on every backward-incompatible change. D.Use a versioning strategy for the APIs that adds the suffix "DEPRECATED" to the current API version number on every backward-incompatible change. Use the current version number for the new API. Answer: A QUESTION 231 Your company has developed a monolithic, 3-tier application to allow external users to upload and share files. The solution cannot be easily enhanced and lacks reliability. The development team would like to re-architect the application to adopt microservices and a fully managed service approach, but they need to convince their leadership that the effort is worthwhile. Which advantage(s) should they highlight to leadership? A.The new approach will be significantly less costly, make it easier to manage the underlying infrastructure, and automatically manage the CI/CD pipelines. B.The monolithic solution can be converted to a container with Docker. The generated container can then be deployed into a Kubernetes cluster. C.The new approach will make it easier to decouple infrastructure from application, develop and release new features, manage the underlying infrastructure, manage CI/CD pipelines and perform A/B testing, and scale the solution if necessary. D.The process can be automated with Migrate for Compute Engine. Answer: C QUESTION 232 Your team is developing a web application that will be deployed on Google Kubernetes Engine (GKE). Your CTO expects a successful launch and you need to ensure your application can handle the expected load of tens of thousands of users. You want to test the current deployment to ensure the latency of your application stays below a certain threshold. What should you do? A.Use a load testing tool to simulate the expected number of concurrent users and total requests to your application, and inspect the results. B.Enable autoscaling on the GKE cluster and enable horizontal pod autoscaling on your application deployments. Send curl requests to your application, and validate if the auto scaling works. C.Replicate the application over multiple GKE clusters in every Google Cloud region. Configure a global HTTP(S) load balancer to expose the different clusters over a single global IP address. D.Use Cloud Debugger in the development environment to understand the latency between the different microservices. Answer: B 2021 Latest Braindump2go Professional-Cloud-Architect PDF and VCE Dumps Free Share: