4.7 Article

Optimal Scheduling in Asynchronous Coded Caching

期刊

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
卷 71, 期 4, 页码 4454-4459

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TVT.2021.3137214

关键词

Servers; Delays; Prefetching; Optimal scheduling; Network coding; Indexes; Encoding; Coded caching; scheduling; energy efficiency; delay penalty; optimal stopping

资金

  1. National Natural Science Foundation of China [61971249, 61601254]
  2. K. C. Wong Magna Fund in Ningbo University
  3. Natural Science Foundation of Zhejiang Province of China [LY19F010003]
  4. Key Research Program of the Chinese Academy of Sciences [ZDRW-KT-2019-1-0103]

向作者/读者索取更多资源

This paper investigates a scheduling problem in decentralized coded caching, taking into account sequential and random request arrivals. To achieve a tradeoff between energy efficiency and delay penalty, the problem is formulated as an optimal stopping problem and an iterative method is proposed to approximate the optimal rule.
This paper studies a scheduling problem in decentralized coded caching considering sequential and random request arrivals. The asynchrony between the requests begets the question of when to launch network-coded multicast to serve the requests when both the energy efficiency and the delay penalty are of concern (one can be traded for the other). To attain an optimal energy-delay tradeoff, we formulate this scheduling problem as an optimal stopping problem. In particular, for either the hard deadline or the linear penalty functions, we derive the structure of an optimal stopping rule and propose an iterative method to approximate the optimal rule. Simulation results demonstrate the effectiveness of the derived optimal stopping rules under various conditions, comparing them with several baseline scheduling strategies.

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