Contextual dimensions for cache replacement schemes in information-centric networks: a systematic review
Stéfani Pires1,2, Artur Ziviani3, Leobino N Sampaio1
1Department of Computer Science, Federal University of Bahia (UFBA), Salvador, Brazil.
Peerj. Computer Science
|April 5, 2021
Summary
This study clarifies how network context influences Information-Centric Network (ICN) cache replacement policies. Understanding these context characteristics is key to optimizing cache performance in emerging networks.
Area of Science:
- Computer Science
- Network Engineering
Background:
- Information-Centric Networks (ICNs) offer efficient content distribution for applications like IoT, VANET, and MEC.
- In-network caching is crucial for ICN performance, with numerous cache replacement strategies proposed.
- Existing research often evaluates policies in varied contexts but lacks analysis of how context impacts performance.
Purpose of the Study:
- To systematically review the literature on Information-Centric Network cache replacement policies.
- To understand the influence of context characteristics on cache policy performance.
- To classify policies based on context dimensions and identify context-specific network enhancements.
Main Methods:
- Conducted a Systematic Literature Review (SLR) of ICN research.
- Analyzed studies focusing on cache replacement schemes and their performance.
- Mapped evidence of context aspects influencing cache behavior.
Main Results:
- Defined 'context' from the perspective of ICN cache replacement policies.
- Identified key context characteristics that significantly influence cache behavior.
- Classified cache replacement policies based on context dimensions for content relevance determination.
Conclusions:
- Contextual understanding is vital for effective Information-Centric Network (ICN) cache replacement policy design.
- The study provides a framework for selecting policies based on specific network contexts.
- Identified cache-enabled networks and their characteristics that improve cache eviction processes.
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