2 papers
cs.DC2026
Argus: Orchestrating Cross-Layer GPU Performance Measurements around Semantic Regions
Jianzhu Yao, Yue Guan, Srivatsan Ramesh +11
GPU developers and automated optimizers need performance evidence for semantic code regions--such as neural-network operator implementations and pipeline stages--but this evidence…
cs.AR2026
TLX: Hardware-Native, Evolvable MIMW GPU Compiler for Large-scale Production Environments
Yue Guan, Hongtao Yu, Peng Chen +10
Modern GPUs increasingly rely on specialized hardware units and asynchronous coordination mechanisms, so performance depends on orchestrating data movement, tensor-core computation…