Heterogeneous-race-free Memory Models

Provided by: Association for Computing Machinery
Topic: Hardware
Format: PDF
Commodity heterogeneous systems (e.g., integrated CPUs and GPUs), now support a unified, shared memory address space for all components. Because the latency of global communication in a heterogeneous system can be prohibitively high, heterogeneous systems (unlike homogeneous CPU systems) provide synchronization mechanisms that only guarantee ordering among a subset of threads, which the authors call a scope. Unfortunately, the consequences and semantics of these scoped operations are not yet well understood. Without a formal and approachable model to reason about the behavior of these operations, they risk an array of portability and performance issues.

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