Tuning Data Center Performance with Machine Learning (Past Project – Completed)
Established: February 4, 2014
- 2016
- Project title: Modeling performance impact of DRAM error correction in Intel MCA
- People involved:
- Mark Gottscho, MSR intern from UCLA
- Puneet Gupta, remote collaborating professor from UCLA
- Sriram Govindan, Bikash Sharma and Mike Andrewartha from Azure Cloud Server Infrastructure Product Team
- Di Wang and Shuayb Zarar from Microsoft Research
- 2015
- Project title: Achieving soft heterogeneity in data centers through firmware reconfiguration
- People involved:
- Xin Zhang and Prof. Sherief Reda, remote collaborators from Brown University
- Shuayb Zarar from Microsoft Research
- 2014
- Project title: Characterizing DRAM performance and variability in warehouse-scale computers
- People involved:
- Mark Gottscho, MSR intern from UCLA
- Sriram Govindan, Bikash Sharma, Mark Santaniello, Badriddine Khessib and Kushagra Vaid from Azure Cloud Server Infrastructure Product Team
- Jie Liu and Shuayb Zarar from Microsoft Research
People
Bikash Sharma
Microsoft
Sriram Govindan
Microsoft