Conceptual
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As artificial intelligence reshapes how we interact with data, one architectural shift stands out: the move from CPU-centric computing to GPU-dominant infrastructure. But why did this happen? And what makes GPUs so uniquely suited for AI workloads? Let’s unpack the evolution, the math, and the mechanics behind this transformation.
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Resources in a cloud environment are at different level of scope. While cloud providers operates from multiple geographic regions, many resources are accessible globally, but some are at much smaller scope (called AZ).
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Glacier is a low cost Cold-Data-Storage service used for data archival. It exposes a REST interface. “Archive” and “Vault” are the two main components in Glacier service.
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Network Address Translation in AWS world is done via a dedicated EC2 instance as well as an Amazon provisioned managed component. So which one should the users use?
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The Simple Storage Service is a secure, durable, highly scalable and highly available Object Storage by AWS. Object Store means we can store Files but cannot install software. S3 provides easy to use, web service interface to store/retrieve any amount of data from anywhere.
Vipul Pathak 