BulkCompactor: Optimized deterministic execution via Conflict-Aware commit of atomic blocks

Autor: Xing Zhou, Josep Torrellas, Wonsun Ahn, Yuelu Duan
Rok vydání: 2012
Předmět:
Zdroj: HPCA
DOI: 10.1109/hpca.2012.6169040
Popis: Recent proposals for determinism-enforcement architectures are able to honor the dependences between threads through a commit step that often becomes a performance bottleneck. As they commit code blocks (or chunks) in a round-robin order, if one chunk gets squashed due to a conflict, its successors also observe a stall. We call this effect transitive squash delay. This paper proposes a novel, high-performance approach to deterministic execution based on Conflict-Aware commit. Rather than committing chunks in strict round-robin order, the idea is to skip those chunks with conflicts and deterministically execute them slightly later. The scheme, called BulkCompactor, largely eliminates transitive squash delay, “compacts” the chunk commits, and substantially speeds-up execution. With BulkCompactor, the squash overhead is O(N) rather than O(N2) as in round-robin. We describe BulkCompactor designs for machines with centralized or distributed commit. Finally, a simulation-based evaluation shows that BulkCompactor delivers performance comparable to nondeter-ministic systems. For example, for 32 processors, BulkCompactor incurs an average execution overhead of 22% over a nondetermin-istic system. The round-robin scheme's average overhead is 133%.
Databáze: OpenAIRE