Google Cloud Storage for Multimedia Data | Best Storage Solution for Machine Learning Models

Google Cloud Storage for Multimedia Data

Question

A multimedia start-up is working on creating a Machine Learning model.

The model will be trained on 100s of GB of data sourced from various sources. The data being stored will be either videos, or photos. Which storage offering from Google Cloud should the company use?

Answers

Explanations

Click on the arrows to vote for the correct answer

A. B. C. D.

Correct Answer: C.

Option A is incorrect.

Filestore helps provide Google Cloud users with file storage option.

However, in the given scenario, object storage offering would be more suitable.

Option B is incorrect.

Cloud storage for firebase will be a good choice when looking for scalable storage of user-generated content from apps.

Option C is correct.

Cloud Storage is suitable for object storage as required in the given scenario.

Furthermore, cloud storage is scalable and suits the solution.

Option D is incorrect.

Persistent Disk from Google Cloud offers block storage that is reliable and high performance for Virtual Machines.

https://cloud.google.com/filestore https://firebase.google.com/products/storage/ https://cloud.google.com/storage https://cloud.google.com/persistent-disk

For storing multimedia data such as videos and photos, the recommended storage offering from Google Cloud is Cloud Storage. Cloud Storage is a scalable object storage service that allows you to store and access your data from anywhere on the internet.

Cloud Storage is an ideal choice for storing large amounts of unstructured data such as multimedia files. It is designed to handle massive amounts of data and provides high scalability and availability, making it suitable for applications that require high-performance data access.

Cloud Storage offers various storage classes, including multi-regional, regional, nearline, and coldline. Depending on the required access frequency and data retrieval time, you can choose a suitable storage class that meets your needs.

Filestore is a managed file storage service that provides a network-attached storage (NAS) file system. It is designed to support enterprise applications that require high-performance file storage. However, it may not be the best choice for storing multimedia data due to its limitations on file size and scalability.

Cloud Storage for Firebase is a service that enables developers to store and sync user-generated content, such as images and videos, across multiple devices and platforms. However, it may not be suitable for storing large amounts of data sourced from various sources.

Persistent Disk is a block storage service that provides durable and high-performance storage for virtual machine instances. While it is suitable for running applications and databases, it may not be the best choice for storing multimedia data as it does not provide object storage capabilities.

In conclusion, for storing large amounts of multimedia data sourced from various sources, the recommended storage offering from Google Cloud is Cloud Storage.