Cloud and Virtualization Based Log Management Service

被引:1
作者
Ghanta, Sai Rakesh [1 ]
Mukherjee, Ayoush [1 ]
机构
[1] Birla Inst Technol, Dept Comp Sci, Jaipur 27 Malviya Ind Area, Jaipur 302017, Rajasthan, India
来源
ADVANCES IN COMPUTATIONAL INTELLIGENCE | 2017年 / 509卷
关键词
Log management; Cloud computing; Virtualization technology; OpenStack; ELK stack; Elasticsearch; Logstash; Kibana; Infrastructure as a service;
D O I
10.1007/978-981-10-2525-9_21
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With our computers becoming more capable and internet becoming more robust, virtualization-and cloud-based services have become prominent in their use. Virtualization technology has become a cost-effective and fast way to run simulations of models. Application virtualization helps run programs in environments different from the underlying OS. The cloud, similarly, has become an indispensable platform to deliver a variety of services, such as storage, software, network, infrastructure, and even virtualization. The aim is to integrate virtualization using open virtualization archives (OVAs) or LXC Containers with OpenStack [1] to host a cloud, along with real-time data analytics implanted using ELK (Elasticsearch [2, 3], Logstash, Kibana) stack [4] to create a platform which provides an alternate approach to the present practices of log management in companies, as the present log management technologies lack in one or more of efficiency, security, isolation, and ease of use.
引用
收藏
页码:211 / 228
页数:18
相关论文
共 10 条
  • [1] A framework for ranking uncertain distributed database
    AbdulAzeem, Yousry M.
    ElDesouky, Ali I.
    Ali, Hesham A.
    [J]. DATA & KNOWLEDGE ENGINEERING, 2014, 92 : 1 - 19
  • [2] Akbarinia R., 2007, ASS COMPUT MACH
  • [3] Cao P., 2004, P 23 ANN ACM S PRINC, P206, DOI DOI 10.1145/1011767.1011798
  • [4] Consistency checking and querying in probabilistic databases under integrity constraints
    Flesca, Sergio
    Furfaro, Filippo
    Parisi, Francesco
    [J]. JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 2014, 80 (07) : 1448 - 1489
  • [5] Ge T., 2009, ASS COMPUTING MACHIN
  • [6] Li FJ, 2009, STAT SCI INT RES, V3, P1
  • [7] Li FF, 2009, ACM SIGMOD/PODS 2009 CONFERENCE, P361
  • [8] GDPS: An Efficient Approach for Skyline Queries over Distributed Uncertain Data
    Li, Xiaoyong
    Wang, Yijie
    Li, Xiaoling
    Wang, Xiaowei
    yu, Jie
    [J]. BIG DATA RESEARCH, 2014, 1 (01) : 23 - 36
  • [9] Supporting ranking queries on uncertain and incomplete data
    Soliman, Mohamed A.
    Ilyas, Ihab F.
    Ben-David, Shalev
    [J]. VLDB JOURNAL, 2010, 19 (04) : 477 - 501
  • [10] Probabilistic Top-k Query Processing in Distributed Sensor Networks
    Ye, Mao
    Liu, Xingjie
    Lee, Wang-Chien
    Lee, Dik Lun
    [J]. 26TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING ICDE 2010, 2010, : 585 - 588