CUED Publications database

FairCache: Introducing Fairness to ICN Caching - Technical Report

Wang, L and Tyson, G and Kangasharju, J and Crowcroft, J (2016) FairCache: Introducing Fairness to ICN Caching - Technical Report. IEEE International Conference on Network Protocols (ICNP). -.

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Abstract

Caching is a core principle of information-centric networking (ICN). Many novel algorithms have been proposed for enabling ICN caching, many of which rely on collaborative principles, i.e. multiple caches interacting to decide what to store. Past work has assumed entirely altruistic nodes that will sacrifice their own performance for the global optimum. In this paper, we argue that this assumption is flawed. We address this problem by modelling the in-network caching problem as a Nash bargaining game. We develop optimal and heuristic caching solutions that explicitly consider both performance and fairness. We argue that only algorithms that are fair to all parties will encourage engagement and cooperation. Through extensive simulations, we show our heuristic solution, FairCache, ensures that all collaborative caches achieve performance gains without undermining the performance of others.

Item Type: Article
Uncontrolled Keywords: Algorithm design and analysis Collaboration Conferences Games NIST Prediction algorithms Protocols
Subjects: UNSPECIFIED
Divisions: UNSPECIFIED
Depositing User: Cron Job
Date Deposited: 17 Jul 2017 19:58
Last Modified: 19 Oct 2017 01:29
DOI: