Tuning Data Center Performance with Machine Learning (Past Project – Completed)

Established: February 4, 2014

  1. Created novel characterization algorithms and firmware-configuration tools for the Azure Cloud Server Infrastructure product team
  2. Released X-mem source under the MIT license at the Microsoft GitHub OSS store along with a docker for easy adoption
  3. Developed new business partnership with a DRAM vendor to streamline the memory sourcing and testing process
  4. Disseminated research results through conference papers at ISPASS 16 , CAL 16 and CCGRID 16
  5. Filed US and international patents that protect our IP of utilizing AI to tune data center performance

People

Portrait of Bikash Sharma

Bikash Sharma

Microsoft

Portrait of Sriram Govindan

Sriram Govindan

Microsoft