AtomSanitizer delivers an O(nk²) streaming checker for conflict serializability that is asymptotically faster, lower-memory, and the first shown to run with minimal locking inside a concurrent runtime monitor.
Donaldson, John Wickerson, and Manuel Rigger
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UBEP replaces BSP All-to-All for MoE on multi-tier superpods with dependency-driven kernel decomposition, topology-aware token scheduling, and Data-as-Flag atomics, cutting All-to-All latency up to 52.4% and TPOT up to 11.1%.
citing papers explorer
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Fast Atomicity Monitoring
AtomSanitizer delivers an O(nk²) streaming checker for conflict serializability that is asymptotically faster, lower-memory, and the first shown to run with minimal locking inside a concurrent runtime monitor.
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UBEP: Re-architecting Expert Parallelism Communication Library for Production Superpods
UBEP replaces BSP All-to-All for MoE on multi-tier superpods with dependency-driven kernel decomposition, topology-aware token scheduling, and Data-as-Flag atomics, cutting All-to-All latency up to 52.4% and TPOT up to 11.1%.