Performance evaluation and improvement on NoSQL systems
Project Information
- Discipline
- Computer Science (401)
- Orientation
- Research
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 Meritcompute science, database, nosql.
Broader Impactswith 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)
experimental evaluation
Scale of Use10-100 nodes
Project Timeline
- Submitted
- 06/18/2013 - 11:55