Data Freshness in Mixed-Memory Intermittently-Powered Systems

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Abstract

Age of Information (AoI) is a key metric to understand data freshness in Internet of Things (IoT) devices. In this paper we analyse an intermittently—powered IoT sensor-with mixed-memory (volatile and non-volatile) architecture—that uses a Time-Dependent Checkpointing (TDC) scheme. We derive the average Peak Age of Information (PAoI) and average AoI of the system, and use these metrics to understand which device parameters most significantly influence performance. We go on to consider how the average PAoI of a mixed-memory system compares with entirely volatile or entirely non-volatile architecture, and also introduce an alternative TDC strategy to improve system resilience in unpredictable environmental conditions.
Original languageEnglish
Title of host publication2021 IEEE International Symposium on Information Theory, ISIT 2021 - Proceedings
Subtitle of host publicationProceedings
Place of PublicationPiscataway
PublisherIEEE
Pages3361-3366
Number of pages6
ISBN (Electronic)978-1-5386-8209-8
ISBN (Print)978-1-5386-8210-4
DOIs
Publication statusPublished - 2021
Event2021 IEEE International Symposium on Information Theory (ISIT) - Virtual at Melbourne, Australia
Duration: 12 Jul 202120 Jul 2021

Publication series

NameIEEE International Symposium on Information Theory - Proceedings
Volume2021-July
ISSN (Print)2157-8095

Conference

Conference2021 IEEE International Symposium on Information Theory (ISIT)
Abbreviated titleISIT 2021
CountryAustralia
CityVirtual at Melbourne
Period12/07/2120/07/21

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