Performance evaluation and improvement on NoSQL systems

Project Information

Discipline
Computer Science (401) 
Orientation
Research 
Abstract

perform experiment for various NoSQL systems. We plan to evaluate performance of HBase, Cassandra in terms of sustainable through and latency, under different number of nodes (10-100 nodes) and workloads.

Intellectual Merit

compute science, database, nosql.

Broader Impacts

with this project, we can evaluate the performance of various nosql systems and potentially identify bottleneck for scaling out. This would lay down the foundation of our system optimization work on nosql.

Project Contact

Project Lead
Yuzhe Tang (tristartom) 
Project Manager
Yuzhe Tang (tristartom) 

Resource Requirements

Hardware Systems
  • alamo (Dell optiplex at TACC)
  • foxtrot (IBM iDataPlex at UF)
  • hotel (IBM iDataPlex at U Chicago)
  • india (IBM iDataPlex at IU)
  • sierra (IBM iDataPlex at SDSC)
  • xray (Cray XM5 at IU)
  • bravo (large memory machine at IU)
  • I don't care (what I really need is a software environment and I don't care where it runs)
 
Use of FutureGrid

experimental evaluation

Scale of Use

10-100 nodes

Project Timeline

Submitted
06/18/2013 - 11:55 
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