Contextual dimensions for cache replacement schemes in information-centric networks: a systematic review

被引:7
作者
Pires, Stefani [1 ,2 ]
Ziviani, Artur [3 ]
Sampaio, Leobino N. [1 ]
机构
[1] Fed Univ Bahia UFBA, Dept Comp Sci, Salvador, BA, Brazil
[2] Fed Inst Bahia IFBA, Salvador, BA, Brazil
[3] Natl Lab Sci Comp LNCC, Petropolis, RJ, Brazil
关键词
Information-centric network; Cache replacement policy; Context awareness; NAMED DATA NETWORKING; POPULARITY PREDICTION; FORWARDING STRATEGY; RESOURCE-ALLOCATION; POLLUTION ATTACKS; AWARE SYSTEMS; EDGE; 5G; PERFORMANCE; POLICY;
D O I
10.7717/peerj-cs.418
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In recent years, information-centric networks (ICNs) have gained attention from the research and industry communities as an efficient and reliable content distribution network paradigm, especially to address content-centric and bandwidth-needed applications together with the heterogeneous requirements of emergent networks, such as the Internet of Things (IoT), Vehicular Ad-hoc NETwork (VANET) and Mobile Edge Computing (MEC). In-network caching is an essential part of ICN architecture design, and the performance of the overall network relies on caching policy efficiency. Therefore, a large number of cache replacement strategies have been proposed to suit the needs of different networks. The literature extensively presents studies on the performance of the replacement schemes in different contexts. The evaluations may present different variations of context characteristics leading to different impacts on the performance of the policies or different results of most suitable policies. Conversely, there is a lack of research efforts to understand how the context characteristics influence policy performance. In this direction, we conducted an extensive study of the ICN literature through a Systematic Literature Review (SLR) process to map reported evidence of different aspects of context regarding the cache replacement schemes. Our main findings contribute to the understanding of what is a context from the perspective of cache replacement policies and the context characteristics that influence cache behavior. We also provide a helpful classification of policies based on context dimensions used to determine the relevance of contents. Further, we contribute with a set of cache-enabled networks and their respective context characteristics that enhance the cache eviction process.
引用
收藏
页码:1 / 51
页数:51
相关论文
共 232 条
[1]   Survey on caching approaches in Information Centric Networking [J].
Abdullahi, Ibrahim ;
Arif, Suki ;
Hassan, Suhaidi .
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2015, 56 :48-59
[2]   Towards new caching strategy for Information Centric Networking based on data proximity control [J].
Abidi, Amine ;
Gammar, Sonia Mettali .
CIT/IUCC/DASC/PICOM 2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY - UBIQUITOUS COMPUTING AND COMMUNICATIONS - DEPENDABLE, AUTONOMIC AND SECURE COMPUTING - PERVASIVE INTELLIGENCE AND COMPUTING, 2015, :540-547
[3]  
Abowd GD, 1999, LECT NOTES COMPUT SC, V1707, P304
[4]   Cache Privacy in Named-Data Networking [J].
Acs, Gergely ;
Conti, Mauro ;
Gasti, Paolo ;
Ghali, Cesar ;
Tsudik, Gene .
2013 IEEE 33RD INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS), 2013, :41-51
[5]   A Survey of Information-Centric Networking [J].
Ahlgren, Bengt ;
Dannewitz, Christian ;
Imbrenda, Claudio ;
Kutscher, Dirk ;
Ohlman, Boerje .
IEEE COMMUNICATIONS MAGAZINE, 2012, 50 (07) :26-36
[6]   RETRACTED: Cognitive caching for the future sensors in fog networking (Retracted article. See vol. 58, 2019) [J].
Al-Turjman, Fadi .
PERVASIVE AND MOBILE COMPUTING, 2017, 42 :317-334
[7]   A Value-Based Cache Replacement Approach for Information-Centric Networks [J].
Al-Turjman, Fadi M. ;
Al-Fagih, Ashraf E. ;
Hassanein, Hossam S. .
PROCEEDINGS OF THE 2013 38TH ANNUAL IEEE CONFERENCE ON LOCAL COMPUTER NETWORKS WORKSHOPS (LCN WORKSHOPS), 2013, :874-881
[8]   Engineering context-aware systems and applications: A survey [J].
Alegre, Unai ;
Augusto, Juan Carlos ;
Clark, Tony .
JOURNAL OF SYSTEMS AND SOFTWARE, 2016, 117 :55-83
[9]   Information-Centric Networking for Connected Vehicles: A Survey and Future Perspectives [J].
Amadeo, Marica ;
Campolo, Claudia ;
Molinaro, Antonella .
IEEE COMMUNICATIONS MAGAZINE, 2016, 54 (02) :98-104
[10]   Content-centric wireless networking: A survey [J].
Amadeo, Marica ;
Campolo, Claudia ;
Molinaro, Antonella ;
Ruggeri, Giuseppe .
COMPUTER NETWORKS, 2014, 72 :1-13