Efficient Topology Reconstruction via Machine Learning Based Traffic Patterns Recognition in Optically Interconnected Computing System

The traffic flows in parallel computing systems show clustered, correlative nature and the flows are always latency-sensitive. These flows have been abstracted as “Coflow” to pursue overall optimization. Concurrent Coflows on the network show very novel traffic patterns. On the...

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Bibliographic Details
Main Authors: Cen Wang, Hongxiang Guo, Xiong Gao, Yanhu Chen, Yinan Tang, Jian Wu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8654649/