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Google Associate Data Practitioner Exam - Topic 2 Question 12 Discussion

Posted by Charlena on Jun 13, 2025 at 05:22 PM

You are constructing a data pipeline to process sensitive customer data stored in a Cloud Storage bucket. You need to ensure that this data remains accessible, even in the event of a single-zone outage. What should you do?

Suggested Answer: C

Storing the data in a multi-region bucket ensures high availability and durability, even in the event of a single-zone outage. Multi-region buckets replicate data across multiple locations within the selected region, providing resilience against zone-level failures and ensuring that the data remains accessible. This approach is particularly suitable for sensitive customer data that must remain available without interruptions.

A single-zone outage requires high availability across zones or regions. Cloud Storage offers location-based redundancy options:

Option A: Cloud CDN caches content for web delivery but doesn't protect against underlying storage outages---it's for performance, not availability of the source data.

Option B: Object Versioning retains old versions of objects, protecting against overwrites or deletions, but doesn't ensure availability during a zone failure (still tied to one location).

Option C: Multi-region buckets (e.g., us or eu) replicate data across multiple regions, ensuring accessibility even if a single zone or region fails. This provides the highest availability for sensitive data in a pipeline.

Option D: Nearline storage is a low-cost class with lower availability (single-region by default), not designed for outage resilience. Why C is Best: Multi-region storage offers geo-redundancy, guaranteeing data access during outages with no additional configuration. It's the simplest, most reliable choice for pipeline continuity. Extract from Google Documentation: From 'Cloud Storage Bucket Locations' (https://cloud.google.com/storage/docs/locations): 'Multi-region buckets replicate data across multiple regions within a geography, providing high availability and durability, ensuring access even if a single zone or region experiences an outage.' Reference: Google Cloud Documentation - 'Cloud Storage Locations' (https://cloud.google.com/storage/docs/locations).


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33 comments · newest first
RE
Renato 10 months ago
Wait, can a single-zone outage really affect access like that?
NA
Nakisha 10 months ago
Definitely agree with multi-region, better availability!
RA
Raina 10 months ago
Storing in Nearline? Seems risky for sensitive data.
CR
Crissy 11 months ago
Multi-region bucket is the way to go!
TO
Toshia 11 months ago
I think Object Versioning is important too.
ST
Stefanie 11 months ago
I thought Nearline storage was for infrequently accessed data, so I don't think option D is relevant here, but I'm not completely confident.
SH
Shantay 11 months ago
I practiced a similar question where multi-region storage was emphasized for availability, so I'm leaning towards option C as well.
SH
Sherita 11 months ago
I'm not entirely sure, but I feel like enabling Object Versioning could help with data recovery, though it doesn't really address outages directly.
PA
Paris 12 months ago
I remember something about multi-region buckets being more resilient to outages, so I think option C might be the right choice.
GO
Golda 12 months ago
Storing the data in Nearline storage doesn't seem like the best approach here. We need to keep the data highly available, not just archive it.
TO
Tomoko 1 year ago
I'm pretty confident that enabling Object Versioning is not the right solution for this problem. That's more about data recovery, not availability.
SU
Susana 1 year ago
I'm a bit confused by the options. Does setting up a CDN really help with availability in a single-zone outage?
AI
Aide 1 year ago
Okay, I think I know the answer here. Storing the data in a multi-region bucket should ensure it's accessible even if there's an outage in a single zone.
PA
Pamella 1 year ago
Hmm, this seems like a tricky one. I'll need to think through the different options carefully.
VI
Vincent 1 year ago
Just don't try to CDN sensitive customer data, that's a recipe for disaster. Multi-region is the clear winner here.
JE
Jerlene 1 year ago
↳ replying to Vincent
Agreed, multi-region is the best option for ensuring accessibility.
GE
Geoffrey 1 year ago
↳ replying to Vincent
C) Store the data in a multi-region bucket.
RO
Rodolfo 1 year ago
↳ replying to Vincent
A) Set up a Cloud CDN in front of the bucket.
SH
Sherita 1 year ago
I'm not sure about that. I think enabling Object Versioning on the bucket could also help in ensuring data accessibility during an outage.
ST
Stephaine 1 year ago
I dunno, I'm feeling a little too Nearline for my liking. Let's go with C and keep things in the cloud, baby!
PE
Pearly 1 year ago
↳ replying to Stephaine
C) Store the data in a multi-region bucket.
AL
Alona 1 year ago
↳ replying to Stephaine
B) Enable Object Versioning on the bucket.
RO
Ronnie 1 year ago
↳ replying to Stephaine
A) Set up a Cloud CDN in front of the bucket.
EL
Ellsworth 1 year ago
I agree with Aide. Storing the data in a multi-region bucket is the best option for high availability.
KA
Kaycee 1 year ago
Hmm, I'm torn between B and C. Versioning is nice, but multi-region storage is the way to future-proof this pipeline.
RE
Renato 1 year ago
↳ replying to Kaycee
C) Store the data in a multi-region bucket.
RO
Roselle 1 year ago
↳ replying to Kaycee
A) Set up a Cloud CDN in front of the bucket.
HA
Haydee 1 year ago
C is the way to go! Gotta keep that data safe and accessible no matter what.
VE
Veronika 1 year ago
↳ replying to Haydee
Agreed, multi-region storage is the best option for ensuring accessibility during outages.
ME
Merrilee 1 year ago
↳ replying to Haydee
Definitely, it's important to have redundancy in place for data protection.
MA
Malcom 1 year ago
↳ replying to Haydee
That's a good idea. Multi-region storage ensures high availability.
TR
Truman 1 year ago
↳ replying to Haydee
C) Store the data in a multi-region bucket.
AI
Aide 1 year ago
I think we should store the data in a multi-region bucket to ensure accessibility in case of a single-zone outage.
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