AWS Exercise Software Architecture 
The Netflix TechBlog
DECEMBER 3, 2019
The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much. For more details, read this page about Metaflow’s integration with AWS. Metaflow removes this cognitive overhead.
The Netflix TechBlog
DECEMBER 3, 2019
The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much. For more details, read this page about Metaflow’s integration with AWS. Metaflow removes this cognitive overhead.
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All Things Distributed
NOVEMBER 15, 2010
These trade-offs have even impacted the way the lowest level building blocks in our computer architectures have been designed. Modern CPUs strongly favor lower latency of operations with clock cycles in the nanoseconds and we have built general purpose software architectures that can exploit these low latencies very well.Â
O'Reilly
OCTOBER 19, 2021
but to reference concrete tooling used today in order to ground what could otherwise be a somewhat abstract exercise. Today, a number of cloud-based, auto-scaling systems are easily available, such as AWS Batch. Software Development Layers. Software Architecture. Foundational Infrastructure Layers.
O'Reilly
NOVEMBER 26, 2024
Examples of these skills are artificial intelligence (prompt engineering, GPT, and PyTorch), cloud (Amazon EC2, AWS Lambda, and Microsoft’s Azure AZ-900 certification), Rust, and MLOps. For example in Topic 1, the skills “AWS” and “cloud” map to the job titles cloud engineer, AWS solutions architect, and technology consultant.
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