Publications

12 results for Shirish Tatikonda

SPOOF: Sum-product optimization and operator fusion for large-scale machine learning
- - Tarek Elgamal
  - Shangyu Luo
  - et al.
- 2017
- CIDR 2017
Resource elasticity for large-scale machine learning
- - Botong Huang
  - Matthias Boehm
  - et al.
- 2015
- SIGMOD 2015
On optimizing machine learning workloads via kernel fusion
- - Arash Ashari
  - Shirish Tatikonda
  - et al.
- 2015
- PPoPP 2015
SystemML: Declarative machine learning on Spark
- - Matthias Boehm
  - Michael W. Dusenberry
  - et al.
- 2015
- VLDB
Hybrid parallelization strategies for large-scale machine learning in systemML
- - Matthias Boehm
  - Shirish Tatikonda
  - et al.
- 2014
- VLDB
Hash in a flash: Hash tables for flash devices
- - Tyler Clemons
  - S.M. Faisal
  - et al.
- 2013
- Big Data 2013
Compiling machine learning algorithms with systemML
- - M. Boehm
  - D. Burdick
  - et al.
- 2013
- SoCC 2013
From "think like a vertex" to "think like a graph"
- - Yuanyuan Tiany
  - Andrey Balminx
  - et al.
- 2013
- VLDB
Scalable and numerically stable descriptive statistics in SystemML
- - Yuanyuan Tian
  - Shirish Tatikonda
  - et al.
- 2012
- ICDE 2012
Posting list intersection on multicore architectures
- - Shirish Tatikonda
  - B. Barla Cambazoglu
  - et al.
- 2011
- SIGIR 2011