超立方体和网格拓扑中的高效全对全通信模式

D. Scott
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引用次数: 146

摘要

分布式内存并行计算机上的一些应用程序偶尔需要“全对全”通信模式,其中每个计算节点必须向其他计算节点发送不同的消息。假设每个节点一次只能发送和接收一条消息,那么所有到所有模式必须实现为一系列阶段,在这些阶段中,某些节点发送和接收消息。R如果有p个计算节点,则至少需要p-1个阶段来完成操作。给出了一个在带混合路由的电路交换超立方体上实现该下界的调度的证明。这个下界不能在二维网格上实现。在axa网格上,dl4被证明是一个下界,并给出了一个具有这个阶段数的时间表。超立方体和网格孰优孰弱取决于通信信道的相对带宽。
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Efficient All-to-All Communication Patterns in Hypercube and Mesh Topologies
Some application programs on distributed memory parallel computers occasionally require an "all-to-all" communication pattern, where each compute node must send a distinct message to each other compute node. Assuming that each node can send and receive only one message at a t ime, the all-to-all pattern must be implemented as a sequence of phases in which certain nodes send and receive messages. r f there are p compute nodes, then at least p-1 phases are needed to complete the operation. A proof of a schedule achieving this lower bound on a circuit switched hypercube with fuced routing is given. This lower bound cannot be achieved on a 2 dimensional mesh. On an axa mesh, dl4 is shown to be a lower bound and a schedule with this number of phases is given. Whether hypercubes or meshes are better for this algorithm depends on the relative bandwidths of the communication channels.
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