Sanjeev Mohindra
Massachusetts Institute of Technology
14 Papers
128 Citations
Sanjeev Mohindra is an academic researcher from Massachusetts Institute of Technology. The author has contributed to research in topics: Power graph analysis & Graph (abstract data type). The author has an hindex of 7, co-authored 14 publications.
Chat about Author
Papers
Streaming Graph Challenge: Stochastic Block Partition
Edward K. Kao,Vijay Gadepally,Michael Hurley,Michael Jones,Jeremy Kepner,Sanjeev Mohindra,Paul Monticciolo,Albert Reuther,Siddharth Samsi,William S. Song,Diane Staheli,Steven T. Smith +11 more
TL;DR: This paper describes a graph partition challenge with a baseline partition algorithm of sub-quadratic complexity that employs rigorous Bayesian inferential methods based on a statistical model that captures characteristics of the real-world graphs.
77
Static Graph Challenge: Subgraph Isomorphism
Siddharth Samsi,Vijay Gadepally,Michael Hurley,Michael Jones,Edward K. Kao,Sanjeev Mohindra,Paul Monticciolo,Albert Reuther,Steven T. Smith,William S. Song,Diane Staheli,Jeremy Kepner +11 more
TL;DR: The Subgraph Isomorphism Graph Challenge (SIGG) as discussed by the authors is a benchmark for graph analytic systems that can be used to measure and quantitatively compare a wide range of present day and future systems.
51
Streaming graph challenge: Stochastic block partition
Edward K. Kao,Vijay Gadepally,Michael Hurley,Michael Jones,Jeremy Kepner,Sanjeev Mohindra,Paul Monticciolo,Albert Reuther,Siddharth Samsi,William S. Song,Diane Staheli,Steven T. Smith +11 more
- 01 Sep 2017
TL;DR: GraphChallenge as discussed by the authors describes a graph partition challenge with a baseline partition algorithm of sub-quadratic complexity, which employs rigorous Bayesian inferential methods based on a statistical model that captures characteristics of real-world graphs.
44
GraphChallenge.org: Raising the Bar on Graph Analytic Performance
Siddharth Samsi,Vijay Gadepally,Michael Hurley,Michael Jones,Edward K. Kao,Sanjeev Mohindra,Paul Monticciolo,Albert Reuther,Steven T. Smith,William S. Song,Diane Staheli,Jeremy Kepner +11 more
TL;DR: The recent MIT/Amazon/IEEE Graph Challenge as discussed by the authors has been used to evaluate the performance of graph analysis software, hardware, algorithms, and systems, as well as specific metrics for measuring performance.
28
PVTOL: Providing Productivity, Performance and Portability to DoD Signal Processing Applications on Multicore Processors
Hahn Kim,Edward Rutledge,S. Sacco,Sanjeev Mohindra,M. Marzilli,Jeremy Kepner,Ryan Haney,J. Daly,Nadya T. Bliss +8 more
- 14 Jul 2008
TL;DR: PVTOL provides an object-oriented C++ API that hides the complexity of multicore architectures within a PGAS programming model, improving programmer productivity and plans to propose concepts demonstrated in PVTOL to HPEC-SI for adoption into future versions of VSIPL++.
15