Age-Delay Tradeoffs in Single Server Systems
January 14, 2019 Β· Declared Dead Β· π International Symposium on Information Theory
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Authors
Rajat Talak, Eytan Modiano
arXiv ID
1901.04167
Category
cs.IT: Information Theory
Cross-listed
cs.NI
Citations
32
Venue
International Symposium on Information Theory
Last Checked
6 months ago
Abstract
Information freshness and low latency communication is important to many emerging applications. While Age of Information (AoI) serves as a metric of information freshness, packet delay is a traditional metric of communication latency. We prove that there is a natural tradeoff between the AoI and packet delay. We consider a single server system, in which at most one update packet can be serviced at a time. The system designer controls the order in which the packets get serviced and the service time distribution, with a given service rate. We analyze two tradeoff problems that minimize packet delay and the variance in packet delay, respectively, subject to an average age constraint. We prove a strong age-delay and age-delay variance tradeoff, wherein, as the average age approaches its minimum, the delay and its variance approach infinity. We show that the service time distribution that mininizes average age, must necessarily have an unbounded-second moment.
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