Latency and Peak Age of Information in Multipath Coded Communications

Federico Chiariotti, Beatriz Soret, Petar Popovski

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Abstract

The use of parallel communication paths to provide reliable, low-latency service is a significant trend in cellular networks, as it can provide a way to satisfy the exacting Quality of Service (QoS) requirements of 5G-enabled applications. In particular, coding data across multiple paths can significantly improve reliability and reduce overall latency, compensating for stragglers and lost packets with the redundant information from other paths. However, the design trade-offs in optimizing these systems are non-trivial, particularly when considering Age of Information (AoI). In this work, we derive the latency and Peak Age of Information (PAoI) distributions for such a multipath coded system, drawing design insights on how to optimize either. While preemption is always the optimal choice to minimize AoI in a single-path, uncoded queuing system, the trade-off in this case is more complex, as dropping a late packet on one path might affect the reliability of the whole block. Our results show that the parameters to minimize the PAoI lead to poor latency performance, and optimizing both at once might require significant resource overprovisioning.
Original languageEnglish
Title of host publicationGLOBECOM 2022 - 2022 IEEE Global Communications Conference
Number of pages6
PublisherIEEE
Publication date8 Dec 2022
Pages4971-4976
Article number10001029
ISBN (Print)978-1-6654-3541-3
DOIs
Publication statusPublished - 8 Dec 2022
EventGLOBECOM 2022 - 2022 IEEE Global Communications Conference - Rio de Janeiro, Brazil
Duration: 4 Dec 20228 Dec 2022

Conference

ConferenceGLOBECOM 2022 - 2022 IEEE Global Communications Conference
LocationRio de Janeiro, Brazil
Period04/12/202208/12/2022

Keywords

  • Solid modeling
  • Quality of service
  • Information age
  • Market research
  • Encoding
  • Real-time systems
  • Reliability

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