Niketan Pansare

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Chris JermaineAssociate Professor of Computer Science, Rice UniversityVerified email at cs.rice.edu
Matthias BoehmTechnische Universität BerlinVerified email at tu-berlin.de
Berthold ReinwaldIBM Research - AlmadenVerified email at us.ibm.com
Prithviraj SenAmazon Inc.Verified email at amazon.com
Michael W. DusenberryResearch Engineer, Google DeepMindVerified email at google.com
Shirish TatikondaHead of Data Science and ML Engineering, Walmart Data VenturesVerified email at walmart.com
Tyson CondieMicrosoftVerified email at microsoft.com
Alin DobraUniversity of FloridaVerified email at cise.ufl.edu
Luis Leopoldo PerezRice UniversityVerified email at rice.edu
Shana HutchisonUniversity of WashingtonVerified email at cs.washington.edu
Chandru VenkataramanEngineering Director, Apple Inc.Verified email at apple.com
Zekai J. GaoRice UniversityVerified email at rice.edu
Nitendra RajputMastercardVerified email at acm.org
Zhuhua CaiGraduate Student, Rice UniversityVerified email at rice.edu
Peter J HaasCollege of Information and Computer Sciences, University of Massachusetts AmherstVerified email at cs.umass.edu

Niketan Pansare

Apple

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Deep Learning Machine Learning Apache Spark Hardware Acceleration Online Aggregation


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SystemML: Declarative Machine Learning on Spark M Boehm, M Dusenberry, D Eriksson, A Evfimievski, F Makari Manshadi, ... Proceedings of the VLDB Endowment 9 (13), 1425 - 1436, 2016	269	2016
Online aggregation for large mapreduce jobs N Pansare, V Borkar, C Jermaine, T Condie Proceedings of the VLDB Endowment 4 (11), 1135-1145, 2011	245	2011
The DataPath system: a data-centric analytic processing engine for large data warehouses S Arumugam, A Dobra, CM Jermaine, N Pansare, L Perez Proceedings of the 2010 ACM SIGMOD International Conference on Management of …, 2010	138	2010
On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML M Boehm, B Reinwald, D Hutchison, A Evfimievski, P Sen, N Pansare Proceedings of the VLDB Endowment, 2018	74	2018
Declarative Machine Learning - A Classification of Basic Properties and Types M Boehm, A Evfimievski, N Pansare, B Reinwald ArXiv e-prints, 2016	30	2016
Learning compressed embeddings for on-device inference N Pansare, J Katukuri, A Arora, F Cipollone, R Shaik, N Tokgozoglu, ... Proceedings of Machine Learning and Systems 4, 382-397, 2022	14	2022
Declarative Parameterizations of User-Defined Functions for Large-Scale Machine Learning and Optimization Z Gao, N Pansare, C Jermaine IEEE Transactions on Knowledge and Data Engineering, 2018	12	2018
Deep Learning with Apache SystemML N Pansare, M Dusenberry, N Jindal, M Boehm, B Reinwald, P Sen SysML, 2018	2	2018
Topic models over spoken language N Pansare, C Jermaine, P Haas, N Rajput 2012 IEEE 12th International Conference on Data Mining, 1062-1067, 2012	2	2012
Social ranking for spoken web search S Sahay, N Rajput, N Pansare Proceedings of the 20th ACM international conference on Information and …, 2011	2	2011
Using Hive to perform medium-scale data analysis N Pansare, Z Cai	2	2010
Large-Scale Online Aggregation Via Distributed Systems N Pansare Rice University, 2014		2014
Multi-query Optimization in the Datapath System NR Pansare University of Florida, 2009		2009

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