Remove 2030 Remove Hardware Remove Tuning
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AI Flame Graphs

Brendan Gregg

Imagine halving the resource costs of AI and what that could mean for the planet and the industry -- based on extreme estimates such savings could reduce the total US power usage by over 10% by 2030 1. This flame graph profiler is a prototype based on Intel EU stall profiling for hardware profiling and eBPF for software instrumentation.

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Measuring Carbon is Not Enough?—?Unintended Consequences

Adrian Cockcroft

This is basically the position of the major cloud providers, they will all take care of it for you by 2030 or so. I’ve written before about how to tune out retry storms. You trust your suppliers to solve the problem for you, but that could take a long time. But you want to *do something* to help sooner.

Energy 52