DocumentCode
85148
Title
Distributed Cache Management in Information-Centric Networks
Author
Sourlas, Vasilis ; Gkatzikis, Lazaros ; Flegkas, P. ; Tassiulas, L.
Author_Institution
Dept. of Comput. & Commun. Engin., Univ. of Thessaly, Volos, Greece
Volume
10
Issue
3
fYear
2013
fDate
Sep-13
Firstpage
286
Lastpage
299
Abstract
The main promise of current research efforts in the area of Information-Centric Networking (ICN) architectures is to optimize the dissemination of information within transient communication relationships of endpoints. Efficient caching of information is key to delivering on this promise. In this paper, we look into achieving this promise from the angle of managed replication of information. Management decisions are made in order to efficiently place replicas of information in dedicated storage devices attached to nodes of the network. In contrast to traditional off-line external management systems we adopt a distributed autonomic management architecture where management intelligence is placed inside the network. Particularly, we present an autonomic cache management approach for ICNs, where distributed managers residing in cache-enabled nodes decide on which information items to cache. We propose four on-line intra-domain cache management algorithms with different level of autonomicity and compare them with respect to performance, complexity, execution time and message exchange overhead. Additionally, we derive a lower bound of the overall network traffic cost for a certain category of network topologies. Our extensive simulations, using realistic network topologies and synthetic workload generators, signify the importance of network wide knowledge and cooperation.
Keywords
cache storage; information networks; ICN architecture; cache-enabled node; distributed autonomic management architecture; distributed cache management; information caching; information dissemination; information replication angle; information-centric network; management decision; management intelligence; network topology; network wide cooperation; network wide knowledge; online intra-domain cache management algorithm; workload generator; Cache management; Distributed processing; Information technology; Network architecture; Optimization; Autonomic cache management; Information-Centric Networks; distributed optimization; performance bounds;
fLanguage
English
Journal_Title
Network and Service Management, IEEE Transactions on
Publisher
ieee
ISSN
1932-4537
Type
jour
DOI
10.1109/TNSM.2013.052113.120382
Filename
6522566
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