Rule-based Stream Reasoning for Intelligent Administration of Content-Centric Networks

被引:3
|
作者
Beck, Harald [1 ]
Bierbaumer, Bruno [2 ]
Minh Dao-Tran [1 ]
Eiter, Thomas [1 ]
Hellwagner, Hermann [2 ]
Schekotihin, Konstantin [2 ]
机构
[1] TU Wien, Vienna, Austria
[2] Alpen Adria Univ Klagenfurt, Klagenfurt, Austria
基金
奥地利科学基金会;
关键词
D O I
10.1007/978-3-319-48758-8_34
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Content-Centric Networking (CCN) research addresses the mismatch between the modern usage of the Internet and its outdated architecture. Importantly, CCN routers use various caching strategies to locally cache content frequently requested by end users. However, it is unclear which content shall be stored and when it should be replaced. In this work, we employ novel techniques towards intelligent administration of CCN routers. Our approach allows for autonomous switching between existing strategies in response to changing content request patterns using rule-based stream reasoning framework LARS which extends Answer Set Programming for streams. The obtained possibility for flexible router configuration at runtime allows for faster experimentation and may result in significant performance gains, as shown in our evaluation.
引用
收藏
页码:522 / 528
页数:7
相关论文
共 50 条
  • [1] Expressive Rule-Based Stream Reasoning
    Beck, Harald
    [J]. PROCEEDINGS OF THE TWENTY-FOURTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI), 2015, : 4341 - 4342
  • [2] Answer Update for Rule-based Stream Reasoning
    Beck, Harald
    Minh Dao-Tran
    Eiter, Thomas
    [J]. PROCEEDINGS OF THE TWENTY-FOURTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI), 2015, : 2741 - 2747
  • [3] CoAP for Content-Centric Networks
    Subramanian, Sridhar Srinivasa
    Pasquale, Joseph
    Polyzos, George C.
    [J]. 2017 14TH IEEE ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC), 2017, : 467 - 472
  • [4] Moving to Content-Centric Networks
    Crabtree, Barry
    Appleby, Steve
    Nilsson, Mike
    Stevens, Tim
    Allan, Brahim
    [J]. 2013 17TH INTERNATIONAL CONFERENCE ON INTELLIGENCE IN NEXT GENERATION NETWORKS (ICIN), 2013, : 141 - 146
  • [5] Securing content-centric networks with content-based encryption
    Yang, Haomiao
    Wang, Xiaofen
    Yang, Chun
    Cong, Xin
    Zhang, You
    [J]. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2019, 128 : 21 - 32
  • [6] The Window Validity Problem in Rule-Based Stream Reasoning
    Ronca, Alessandro
    Kaminski, Mark
    Grau, Bernardo Cuenca
    Horrocks, Ian
    [J]. SIXTEENTH INTERNATIONAL CONFERENCE ON PRINCIPLES OF KNOWLEDGE REPRESENTATION AND REASONING, 2018, : 571 - 580
  • [7] Content Migration Based Cooperative Caching for Content-Centric Networks
    Xi, Luo
    Ying, An
    Wang Jian-xin
    Yao, Liu
    [J]. PROCEEDINGS OF 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION (ICICTA 2015), 2015, : 328 - 332
  • [8] Ontology and Rule-Based Reasoning for Intelligent Predictive Manufacturing
    Zhong, Zhe
    Saeidlou, Salman
    Saadat, Mozafar
    Abukar, Ahmed
    [J]. ADVANCES IN MANUFACTURING TECHNOLOGY XXXII, 2018, 8 : 355 - 360
  • [9] Content Discovery in Opportunistic Content-Centric Networks
    Anastasiades, Carlos
    Uruqi, Arian
    Braun, Torsten
    [J]. PROCEEDINGS OF THE 37TH ANNUAL IEEE CONFERENCE ON LOCAL COMPUTER NETWORKS WORKSHOPS (LCN 2012), 2012, : 1044 - 1052
  • [10] Secure Fragmentation for Content-Centric Networks
    Ghali, Cesar
    Narayanan, Ashok
    Oran, David
    Tsudik, Gene
    Wood, Christopher A.
    [J]. 2015 IEEE 14th International Symposium on Network Computing and Applications (NCA), 2015, : 47 - 56