Heterogeneous sensing cluster scheduling method and device
A cluster scheduling and heterogeneous cluster technology, applied in the computer field, can solve the problems of not considering heterogeneity, accelerator performance and cost differences, etc., and achieve the effect of improving processing efficiency and excellent scheduling effect
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[0021] The solutions provided in this specification will be described below in conjunction with the accompanying drawings.
[0022] The present invention provides a pioneering solution, which can realize the scheduling of different types of AI accelerators in heterogeneous clusters. It should be noted that an AI accelerator can also be called an AI chip, an AI computing card, or a computing chip, or a big data computing chip.
[0023] figure 1 An implementation architecture diagram of a heterogeneous-aware cluster scheduling method according to an embodiment is shown. Such as figure 1 As shown, for the big data processing task submitted by the user, the throughput is estimated, and then combined with the preset cluster scheduling strategy, the current pending task including the big data processing task is heterogeneously aware. The scheduling method of the cluster scheduling strategy, for example, according to the characteristics of different chips such as GPU, TPU, CPU, FP...
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