About me

I am a research scientist at Meta Reality Labs, where I work on accelerating ML inference on embedded devices. The core part
of the work is vectorizing ML operators using SIMD intrinsics.

I got my Ph.D. in computer science from the School of Computer Science at Georgia Institute of technology, advised by
Dr.Taesoo Kim. My current research interest is in ML acceleration. My thesis is available here.

Publications

ECOTLB: Eventually Consistent TLBs
Steffen Maass, Mohan Kumar, Taesoo Kim, Tushar Krishna, and Abhishek Bhattacharjee.
ACM TACO’20.

SOLROS: A Data-Centric Operating System Architecture for Heterogeneous Computing
Changwoo Min, Woon-Hak Kang, Mohan Kumar, Sanidhya Kashyap, Steffen Maass, Heeseung Jo, and Taesoo Kim.
EuroSys’18, Porto, Portugal. (acceptance rate of 16.4%).

LATR: Lazy Translation Coherence
Mohan Kumar, Steffen Maass, Sanidhya Kashyap, Jan Vesely, Zi Yan, Taesoo Kim, Abhishek Bhattacharjee, and Tushar Krishna.
ASPLOS’18, Williamsburg, VA, USA. (acceptance rate of 17.6%).

Mosaic: Processing a Trillion-Edge Graph on a Single Commodity Machine
Steffen Maass, Changwoo Min, Sanidhya Kashyap, Woonhak Kang, Mohan Kumar, and Taesoo Kim.
EuroSys’17, Belgrade, Serbia. (acceptance rate of 20.5%) Best student paper.

S-NFV: Securing NFV states by using SGX
Ming-Wei Shih, Mohan Kumar, Taesoo Kim, and Ada Gavrilovska.
SDN-NFV Security’16, New Orleans, LA, USA. Best Paper and presented in NFV World Congress’16.

TCP Ordo: The cost of ordered processing in TCP Servers
Mohan Kumar and Ada Gavrilovska.
INFOCOM’16, San Francisco, CA, USA. (acceptance rate of 18.25%).

Posters

mKPAC: Kernel Packet Processing for Manycore Systems
Ramneek, Mohan Kumar, Taesoo Kim, and Sungin Jung.
Middleware’18, Rennes, France.

Network Function Fault Isolation in a Single Address Space
Mohan Kumar, Steffen Maass, and Taesoo Kim
NSDI’17 Poster, 2017, Boston, MA, USA.

DistCoz: Tell Me What to Optimize in My Distributed Application
Steffen Maass, Mohan Kumar, and Taesoo Kim
NSDI’17 Poster, 2017, Boston, MA, USA.

VNFStore: NFV State Externalizing Framework
Mohan Kumar and Ada Gavrilovska.
Diversity Workshop at SOSP’15, 2015, Monterey, CA, October.