Niketan Pansare  Niketan Pansare photo       

contact information

Senior Software Engineer
Almaden Research Center, San Jose, CA, USA
  +1dash408dash927dash1740

links


more information

More information:  Niketan's Blog  |  Niketan's YouTube Channel  |  Niketan's LinkedIn Profile  |  Niketan's Github  |  Spark Technology Center


2016

SystemML: Declarative Machine Learning on Spark
Matthias Boehm, Michael Dusenberry, Deron Eriksson, Alexandre Evfimievski, Faraz Makari Manshadi, Niketan Pansare, Berthold Reinwald, Frederick Reiss, Prithviraj Sen, Arvind Surve, Shirish Tatikonda
Proceedings of the VLDB Endowment, pp. 1425 - 1436, 2016
Abstract

Declarative Machine Learning - A Classification of Basic Properties and Types
Matthias Boehm, Alexandre V. Evfimievski, Niketan Pansare, Berthold Reinwald
Technical Report, 2016
Abstract


2014

Large-Scale Online Aggregation Via Distributed Systems
Niketan Pansare
2014
Abstract


2012

Topic Models over Spoken Language
Niketan Pansare, Chris Jermaine, Peter Haas, Nitendra Rajput
Proceedings of the 2012 IEEE 12th International Conference on Data Mining, pp. 1062--1067, IEEE Computer Society


2011

Online aggregation for large mapreduce jobs
Niketan Pansare, Vinayak R Borkar, Chris Jermaine, Tyson Condie
Proc. VLDB Endow 4(11), 1135--1145, 2011

Social Ranking for Spoken Web Search
Shrey Sahay, Nitendra Rajput, Niketan Pansare
Proceedings of the 20th ACM International Conference on Information and Knowledge Management, pp. 1835--1840, ACM, 2011


2010

The DataPath System: A Data-centric Analytic Processing Engine for Large Data Warehouses
Subi Arumugam, Alin Dobra, Christopher M. Jermaine, Niketan Pansare, Luis Perez
Proceedings of the 2010 ACM SIGMOD International Conference on Management of Data, pp. 519--530, ACM


2009

Multi-query Optimization In The Datapath System
Niketan Pansare
2009
Abstract