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Exam Professional Data Engineer All Questions

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Exam Professional Data Engineer topic 1 question 196 discussion

Actual exam question from Google's Professional Data Engineer
Question #: 196
Topic #: 1
[All Professional Data Engineer Questions]

You have 15 TB of data in your on-premises data center that you want to transfer to Google Cloud. Your data changes weekly and is stored in a POSIX-compliant source. The network operations team has granted you 500 Mbps bandwidth to the public internet. You want to follow Google-recommended practices to reliably transfer your data to Google Cloud on a weekly basis. What should you do?

  • A. Use Cloud Scheduler to trigger the gsutil command. Use the -m parameter for optimal parallelism.
  • B. Use Transfer Appliance to migrate your data into a Google Kubernetes Engine cluster, and then configure a weekly transfer job.
  • C. Install Storage Transfer Service for on-premises data in your data center, and then configure a weekly transfer job.
  • D. Install Storage Transfer Service for on-premises data on a Google Cloud virtual machine, and then configure a weekly transfer job.
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Suggested Answer: C 🗳️

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zellck
Highly Voted 11 months ago
Selected Answer: C
C is the answer. https://cloud.google.com/architecture/migration-to-google-cloud-transferring-your-large-datasets#storage-transfer-service-for-large-transfers-of-on-premises-data Like gsutil, Storage Transfer Service for on-premises data enables transfers from network file system (NFS) storage to Cloud Storage. Although gsutil can support small transfer sizes (up to 1 TB), Storage Transfer Service for on-premises data is designed for large-scale transfers (up to petabytes of data, billions of files).
upvoted 9 times
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musumusu
Highly Voted 8 months, 1 week ago
answer C, To avoid confustion: Install Storage Transfer Service is always on EXTERNAL OR NON GOOGLE service or data centre to connect google service.
upvoted 7 times
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Prudvi3266
Most Recent 6 months ago
Selected Answer: C
C is the Answer as we need weekly run Storage transfer service has the feature to schedule.
upvoted 3 times
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NicolasN
11 months ago
Selected Answer: C
The fact that it's about a POSIX source makes necessary the set up of Storage Transfer Service agents. This detail limits [C] to be the correct answer, since it's the data center hosting the files where the agent must be installed. -- Some excerpts: (an older version of documentation was definite) "The following is a high-level overview of how Transfer service for on-premises data works: 1.Install Docker and run a small piece of software, called an agent, in your private data center. " Source: https://web.archive.org/web/20210529161414/https://cloud.google.com/storage-transfer/docs/on-prem-overview -- "Storage Transfer Service agents are applications running inside a Docker container, that coordinate with Storage Transfer Service to read data from POSIX file system sources, and/or write data to POSIX file system sinks. If your transfer does not involve a POSIX file system, you do not need to set up agents." Source: https://cloud.google.com/storage-transfer/docs/managing-on-prem-agents
upvoted 3 times
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Atnafu
11 months ago
C Storage Transfer Service agents are applications running inside a Docker container, that coordinate with Storage Transfer Service to read data from POSIX file system sources, and/or write data to POSIX file system sinks. https://cloud.google.com/storage-transfer/docs/managing-on-prem-agents#:~:text=Storage%20Transfer%20Service%20agents,agents%20on%20your%20servers.
upvoted 2 times
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namo621
1 year, 1 month ago
why can't it be D?
upvoted 1 times
zellck
11 months ago
Installation is done for the source which is in your data centre, and not in GCP.
upvoted 2 times
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Wasss123
1 year, 1 month ago
Selected Answer: C
I vote for C
upvoted 2 times
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TNT87
1 year, 1 month ago
Ans C https://cloud.google.com/storage-transfer/docs/overview
upvoted 2 times
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MounicaN
1 year, 1 month ago
can you help with difference between c and d ?
upvoted 3 times
gudiking
11 months, 1 week ago
If you install the software for on-premise data center on a Google Cloud VM, then it's not on-premise, it's on GCP, so it can't access your on-premise data.
upvoted 2 times
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AWSandeep
1 year, 1 month ago
Selected Answer: C
C. Install Storage Transfer Service for on-premises data in your data center, and then configure a weekly transfer job.
upvoted 2 times
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ducc
1 year, 1 month ago
Selected Answer: C
C is correct
upvoted 2 times
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