Content-aware caching and traffic management in content distribution networks

Meghana M. Amble, Parimal Parag, Srinivas Shakkottai, Lei Ying

Research output: Chapter in Book/Report/Conference proceedingConference contribution

36 Scopus citations

Abstract

The rapid increase of content delivery over the Internet has led to the proliferation of content distribution networks (CDNs). Management of CDNs requires algorithms for request routing, content placement, and eviction in such a way that user delays are small. We abstract the system of frontend source nodes and backend caches of the CDN in the likeness of the input and output nodes of a switch. In this model, queues of requests for different pieces of content build up at the source nodes, which route these requests to a cache that contains the requested content. For each request that is routed to a cache, a corresponding data file is transmitted back to the requesting source across links of finite capacity. Caches are of finite size, and the content of the caches can be refreshed periodically. Our objective is to design policies for request routing, content placement and content eviction with the goal of small user delays. Stable policies ensure the finiteness of the request queues, while good polices also lead to short queue lengths. We first design a throughput-optimal algorithm that solves the routing-placement-eviction problem. The design yields insight into the impact of different cache refresh policies on queue length, and we construct throughput optimal algorithms that engender short queue lengths. We illustrate the potential of our approach through simulations on different CDN topologies.

Original languageEnglish (US)
Title of host publication2011 Proceedings IEEE INFOCOM
Pages2858-2866
Number of pages9
DOIs
StatePublished - Aug 2 2011
EventIEEE INFOCOM 2011 - Shanghai, China
Duration: Apr 10 2011Apr 15 2011

Publication series

NameProceedings - IEEE INFOCOM
ISSN (Print)0743-166X

Other

OtherIEEE INFOCOM 2011
CountryChina
CityShanghai
Period4/10/114/15/11

ASJC Scopus subject areas

  • Computer Science(all)
  • Electrical and Electronic Engineering

Fingerprint Dive into the research topics of 'Content-aware caching and traffic management in content distribution networks'. Together they form a unique fingerprint.

  • Cite this

    Amble, M. M., Parag, P., Shakkottai, S., & Ying, L. (2011). Content-aware caching and traffic management in content distribution networks. In 2011 Proceedings IEEE INFOCOM (pp. 2858-2866). [5935123] (Proceedings - IEEE INFOCOM). https://doi.org/10.1109/INFCOM.2011.5935123