An LLM-driven agentic system evolves microarchitectural policies for cache replacement, data prefetching, and branch prediction, producing designs that match or exceed prior state-of-the-art in IPC on standard benchmarks.
InProceedings of the ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA ’20)
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Strait cuts high-priority deadline violations in ML inference serving by 1-11 percentage points through contention modeling and priority scheduling under high GPU load.
Akita is a decoupled simulation engine that lets developers write simple single-threaded cycle-based code while automatically delivering event-driven performance, transparent parallel execution, and built-in tracing for monitoring and visualization.
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Agentic Architect: An Agentic AI Framework for Architecture Design Exploration and Optimization
An LLM-driven agentic system evolves microarchitectural policies for cache replacement, data prefetching, and branch prediction, producing designs that match or exceed prior state-of-the-art in IPC on standard benchmarks.
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Strait: Perceiving Priority and Interference in ML Inference Serving
Strait cuts high-priority deadline violations in ML inference serving by 1-11 percentage points through contention modeling and priority scheduling under high GPU load.
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Akita: A High Usability Simulation Framework for Computer Architecture
Akita is a decoupled simulation engine that lets developers write simple single-threaded cycle-based code while automatically delivering event-driven performance, transparent parallel execution, and built-in tracing for monitoring and visualization.