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Systems and Methods for Spike Detection and Load Balancing Resource Management
US Patent US20210058453A1 (2019)
  • Zhengyu Yang, Northeastern University
  • Venkatraman Balasubramanian
  • Olufogorehan Tunde-Onadele
  • Ping Wong
  • Nithya Ramakrishnan
  • David Evans
  • Clay Mayers
Abstract
A load balancing system includes: a centralized queue; a pool of resource nodes connected to the centralized queue; one or more processors; and memory coupled to the one or more processors and storing instructions that, when executed by the one or more processors, cause the one or more processors to: monitor a queue status of the centralized queue to identify a bursty traffic period; calculate an index value for a load associated with the bursty traffic period; select a load balancing strategy based on the index value; distribute the load to the pool of resource nodes based on the load balancing strategy; observe a state of the pool of resource nodes in response to the load balancing strategy; calculate a reward based on the observed state; and adjust the load balancing strategy based on the reward.
Disciplines
Publication Date
2019
Citation Information
Zhengyu Yang, Venkatraman Balasubramanian, Olufogorehan Tunde-Onadele, Ping Wong, et al.. "Systems and Methods for Spike Detection and Load Balancing Resource Management" US Patent US20210058453A1 (2019)
Available at: http://works.bepress.com/zhengyuyang/65/