Shirish Tatikonda

Publications by Year

Research Areas

Algorithms and Data Compression, Cloud Computing and Resource Management, Graph Theory and Algorithms, Advanced Data Storage Technologies, Advanced Database Systems and Queries

Most-Cited Works

• → From "think like a vertex" to "think like a graph"(2013)349 cited
• → SystemML: Declarative machine learning on MapReduce(2011)298 cited
• → SystemML(2016)185 cited
• → Hybrid parallelization strategies for large-scale machine learning in SystemML(2014)91 cited
• → Locality Sensitive Outlier Detection: A ranking driven approach(2011)61 cited
• → Resource Elasticity for Large-Scale Machine Learning(2015)58 cited
• → Toward terabyte pattern mining(2007)57 cited
• → Posting list intersection on multicore architectures(2011)46 cited
• → Mining tree-structured data on multicore systems(2009)43 cited
• → TRIPS and TIDES(2006)43 cited