CloudVista: Interactive and economical visual cluster analysis for big data in the cloud

Proceedings of the VLDB Endowment

Volumn 5, Issue 12, 2012, Pages 1886-1889

  Xu, Huiqi ^a   Li, Zhen ^a   Guo, Shumin ^a   Chen, Keke ^a  

^a Wright State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BATCH DATA PROCESSING; CLUSTER ANALYSIS; DATA VISUALIZATION; VISUALIZATION;

FINANCIAL COSTS; INTERACTIVE EXPLORATION; INTERACTIVITY; PROTOTYPE SYSTEM; SCIENTIFIC APPLICATIONS; VISUAL CLUSTER ANALYSIS; VISUALIZATION MODELING; VISUALIZATION RESULTS;

BIG DATA;

EID: 84873151200     PISSN: None     EISSN: 21508097     Source Type: Conference Proceeding    
DOI: 10.14778/2367502.2367529     Document Type: Article

References (5)

1. K. Chen and L. Liu. VISTA: Validating and refining clusters via visualization. Information Visualization, 3(4):257-270, 2004.
2. K. Chen, H. Xu, F. Tian, and S. Guo. Cloudvista: Visual cluster exploration for extreme scale data in the cloud. In SSDBM 332-350, 2011.
3. J. Dean and S. Ghemawat. Mapreduce: Simplified data processing on large clusters. In OSDI 137-150, 2004.
4. F. Tian and K. Chen. Towards optimal resource provisioning for running mapreduce programs in public clouds. In IEEE CLOUD 155-162, 2011.
5. T. Zhang, R. Ramakrishnan, and M. Livny. BIRCH: An efficient data clustering method for very large databases. In SIGMOD 103-114, 1996.