Shirish Tatikonda
Shirish Tatikonda
Principal Data Engineer
Verified email at target.com
TitleCited byYear
SystemML: Declarative machine learning on MapReduce
A Ghoting, R Krishnamurthy, E Pednault, B Reinwald, V Sindhwani, ...
2011 IEEE 27th International Conference on Data Engineering, 231-242, 2011
3252011
From think like a vertex to think like a graph
Y Tian, A Balmin, SA Corsten, S Tatikonda, J McPherson
Proceedings of the VLDB Endowment 7 (3), 193-204, 2013
2812013
A survey of graph mining techniques for biological datasets
S Parthasarathy, S Tatikonda, D Ucar
Managing and mining graph data, 547-580, 2010
952010
Systems and methods for processing machine learning algorithms in a MapReduce environment
DR Burdick, A Ghoting, R Krishnamurthy, EPD Pednault, B Reinwald, ...
US Patent 8,612,368, 2013
942013
Systemml: Declarative machine learning on spark
M Boehm, MW Dusenberry, D Eriksson, AV Evfimievski, FM Manshadi, ...
Proceedings of the VLDB Endowment 9 (13), 1425-1436, 2016
792016
Toward terabyte pattern mining: an architecture-conscious solution
G Buehrer, S Parthasarathy, S Tatikonda, T Kurc, J Saltz
Proceedings of the 12th ACM SIGPLAN symposium on Principles and practice of …, 2007
702007
Hybrid parallelization strategies for large-scale machine learning in SystemML
M Boehm, S Tatikonda, B Reinwald, P Sen, Y Tian, DR Burdick, ...
Proceedings of the VLDB Endowment 7 (7), 553-564, 2014
632014
Locality sensitive outlier detection: A ranking driven approach
Y Wang, S Parthasarathy, S Tatikonda
2011 IEEE 27th International Conference on Data Engineering, 410-421, 2011
572011
Mining tree-structured data on multicore systems
S Tatikonda, S Parthasarathy
Proceedings of the VLDB Endowment 2 (1), 694-705, 2009
502009
TRIPS and TIDES: new algorithms for tree mining
S Tatikonda, S Parthasarathy, T Kurc
Proceedings of the 15th ACM international conference on Information and …, 2006
502006
LCS-TRIM: dynamic programming meets XML indexing and querying
S Tatikonda, S Parthasarathy, M Goyder
Proceedings of the 33rd international conference on Very large data bases, 63-74, 2007
472007
Posting list intersection on multicore architectures
S Tatikonda, BB Cambazoglu, FP Junqueira
Proceedings of the 34th international ACM SIGIR conference on Research and …, 2011
452011
Optical fiber coupler and method for making same
KR Schroll, JP Waters, RT Kane, PM Fried, J Mrotek
US Patent 6,968,103, 2005
392005
Resource elasticity for large-scale machine learning
B Huang, M Boehm, Y Tian, B Reinwald, S Tatikonda, FR Reiss
Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015
382015
Hashing tree-structured data: Methods and applications
S Tatikonda, S Parthasarathy
2010 IEEE 26th International Conference on Data Engineering (ICDE 2010), 429-440, 2010
352010
SystemML's Optimizer: Plan Generation for Large-Scale Machine Learning Programs.
M Boehm, DR Burdick, AV Evfimievski, B Reinwald, FR Reiss, P Sen, ...
IEEE Data Eng. Bull. 37 (3), 52-62, 2014
282014
On efficient posting list intersection with multicore processors
S Tatikonda, F Junqueira, BB Cambazoglu, V Plachouras
Proceedings of the 32nd international ACM SIGIR conference on Research and …, 2009
262009
SPOOF: Sum-Product Optimization and Operator Fusion for Large-Scale Machine Learning.
T Elgamal, S Luo, M Boehm, AV Evfimievski, S Tatikonda, B Reinwald, ...
CIDR, 2017
242017
Scalable and numerically stable descriptive statistics in systemml
Y Tian, S Tatikonda, B Reinwald
2012 IEEE 28th International Conference on Data Engineering, 1351-1359, 2012
212012
On optimizing machine learning workloads via kernel fusion
A Ashari, S Tatikonda, M Boehm, B Reinwald, K Campbell, J Keenleyside, ...
ACM SIGPLAN Notices 50 (8), 173-182, 2015
182015
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