kav ul shah

T2 · manager / operator

Kav Ul Shah leads Pebble, a company optimizing data center energy efficiency for AI workloads through GPU power-performance curve optimization and grid-responsive computing.

1 call·1 name·100% bull·last heard 2 months ago·SemiAnalysis
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$PEBBLEPebbleposition

Pebble optimizes GPU power-performance curves to boost tokens per watt and eyes 100 GW flexible power market

Pebble exploits the non-linear, saturating relationship between GPU power and performance — especially for memory-bound inference workloads — by dynamically capping power and clock frequencies per GPU, and is extending this to make AI clusters grid-responsive to unlock 100 GW of flexible power capacity in the US.

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$PEBBLE
Pebble
HIGHkav ul shah·SemiAnalysis·2 months ago· position
Pebble optimizes GPU power-performance curves to boost tokens per watt and eyes 100 GW flexible power market
Pebble exploits the non-linear, saturating relationship between GPU power and performance — especially for memory-bound inference workloads — by dynamically capping power and clock frequencies per GPU, and is extending this to make AI clusters grid-responsive to unlock 100 GW of flexible power capacity in the US.
"most of these workloads running on like GPU clusters, they the relationship between power and performance is it's not linear... there is a point on on sort of like the power perfo…"
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