Hybrid Cache Architecture Using Big Data Analysis for Content Delivery Network

被引：3
|
作者：
Ku, Tai-Yeon [1 ]
Chung, Young-Sik [1 ]
Shinn, John D. [2 ]
Choi, Hoon [3 ]
机构：
[1] ETRI, Software Res Lab, Analyt Software Res Sect, Dae Jeon, South Korea
[2] Solbox Inc, Solut Dev Div, Seoul, South Korea
[3] Chungnam Natl Univ, Mobile Distributed Comp Lab, Dae Jeon, South Korea
来源：
2014 IEEE FOURTH INTERNATIONAL CONFERENCE ON BIG DATA AND CLOUD COMPUTING (BDCLOUD) | 2014年
关键词：
Content Delivery Network; cache; CDN;
D O I：
10.1109/BDCloud.2014.135
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Hybrid cache architecture is the purpose of reducing network traffic in real time. For this, this paper suggest of multi-layer cache, collaborative cache and adaptive transformation using big-data analysis. Multi-layer cache compose of parent cache and edge cache. Parent cache has large scaled DB. Edge cache has small memory and high performance network ability. Each content stripes into edge cache. And each cache has a monitor agent for collecting cache status. This monitor agent sends log status to big data platform. Big data analysis engine analyses the information and determines reconfiguration of current cache layout using analysis result.
引用
收藏
页码：273 / 274
页数：2
相关论文
共 50 条
  • [31] Content delivery through hybrid architecture in video on demand system
    Kanrar S.
    Singha S.
    Ingenierie des Systemes d'Information, 2019, 24 (03): : 289 - 301
  • [32] Architecture of Hybrid Mobile Social Networks for Efficient Content Delivery
    Rizwan Akhtar
    Supeng Leng
    Imran Memon
    Mushtaq Ali
    Liren Zhang
    Wireless Personal Communications, 2015, 80 : 85 - 96
  • [33] A Detection Mechanism for Cache Pollution Attack in Named Data Network Architecture
    Hidouri, Abdelhak
    Touati, Haifa
    Hadded, Mohamed
    Hajlaoui, Nasreddine
    Muhlethaler, Paul
    ADVANCED INFORMATION NETWORKING AND APPLICATIONS, AINA-2022, VOL 1, 2022, 449 : 435 - 446
  • [34] Architecture of Hybrid Mobile Social Networks for Efficient Content Delivery
    Akhtar, Rizwan
    Leng, Supeng
    Memon, Imran
    Ali, Mushtaq
    Zhang, Liren
    WIRELESS PERSONAL COMMUNICATIONS, 2015, 80 (01) : 85 - 96
  • [35] Exploratory Analysis for Big Social Data Using Deep Network
    Wu, Chao
    Wang, Guolong
    Zhu, Jiangcheng
    Lertvittayakumjorn, Piyawat
    Hu, Simon
    Tan, Chilie
    Mi, Hong
    Xu, Yadan
    Xiao, Jun
    IEEE ACCESS, 2019, 7 : 21446 - 21453
  • [36] A Hybrid Cache Architecture of Shared Memory and Meta-table Used in Big Multimedia Query
    Lin, Yun-Te
    Hsiao, Yi-Hao
    Lin, Fang-Pang
    Wang, Chung-Ming
    2016 IEEE/ACIS 15TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS), 2016, : 507 - 512
  • [37] Network security analysis using big data technology and improved neural network
    Bao, Ke
    Ding, Yourong
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2020,
  • [38] Hybrid Whale Tabu algorithm optimized convolutional neural network architecture for intrusion detection in big data
    Ponmalar, A.
    Dhanakoti, V.
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2022, 34 (19):
  • [39] LEARN TO CACHE: MACHINE LEARNING FOR NETWORK EDGE CACHING IN THE BIG DATA ERA
    Chang, Zheng
    Lei, Lei
    Zhou, Zhenyu
    Mao, Shiwen
    Ristaniemi, Tapani
    IEEE WIRELESS COMMUNICATIONS, 2018, 25 (03) : 28 - 35
  • [40] Datacenter Network Architecture Performance Analysis Using Content Centric Communication
    Dhiab, Imen
    Barouni, Yosra
    Khalfallah, Sofiane
    Slama, Jaleleddine Ben Hadj
    2016 INTERNATIONAL SYMPOSIUM ON NETWORKS, COMPUTERS AND COMMUNICATIONS (ISNCC), 2016,
12345