时间通信图:一种新的图论模型在分布式存储系统中的映射和调度

V. Lo
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引用次数: 5

摘要

时序通信图是一种新的并行计算图论模型,是我们为将并行计算映射到消息传递并行体系结构而开发的。TCG集成了目前在映射、任务分配、分区和调度领域使用的两种主要模型:静态任务图和DAG。TCG增强了这些模型,使其能够识别通信和计算的逻辑同步阶段,并根据这些阶段描述并行算法的时间行为。本文定义了TCG,说明了它在映射和调度方面的用途,并讨论了TCG在并行编程环境领域的广泛潜在用途。
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Temporal Communication Graphs: A New Graph Theoretic Model Mapping and Scheduling in Distributed Memory Systems
The temporal communication graph is a new graph theoretic model of parallel computation that we have developed for the mapping of parallel computations to message-passing parallel architectures. The TCG integrates the two dominant models currently in use in the area of mapping, task assignment, partitioning, and scheduling: the static task graph and the DAG. The TCG augments these models with the capability to identify logically synchronous phases of communication and computation, and to describe the temporal behavior of a parallel algorithm in terms of these phases. This paper defines the TCG, illustrates its use for mapping and scheduling, and discusses a wide range of potentials uses for the TCG in the area of parallel programming environments.
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