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Resolving a convex optimization problem to optimize network traffic in a distributed system
Resolving a convex optimization problem to optimize network traffic in a distributed system
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机译:解决凸优化问题以优化分布式系统中的网络流量
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摘要
Techniques are disclosed herein for managing network bandwidth in a distributed system having multiple endpoints that upload data to a central server or server cluster. One embodiment provides a computer-implemented method that includes receiving a logical topology of the network that is determined based on network measurements. The method further includes resolving a convex optimization problem over the logical topology to determine a bandwidth allocation scheme for the endpoints uploading data. In addition, the method includes controlling bandwidth consumption by the endpoints based on the determined bandwidth allocation scheme.
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