Shoumik Palkar

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 13

Top Topics

Top Venues

Proc. VLDB Endow.

Publications

Alexander Behm, Shoumik Palkar
Photon: A High-Performance Query Engine for the Lakehouse. CIDR (2022)
Alexander Behm, Shoumik Palkar, Utkarsh Agarwal, Timothy Armstrong, David Cashman, Ankur Dave, Todd Greenstein, Shant Hovsepian, Ryan Johnson, Arvind Sai Krishnan, Paul Leventis, Ala Luszczak, Prashanth Menon, Mostafa Mokhtar, Gene Pang, Sameer Paranjpye, Greg Rahn, Bart Samwel, Tom van Bussel, Herman Van Hovell, Maryann Xue, Reynold Xin, Matei Zaharia
Photon: A Fast Query Engine for Lakehouse Systems. SIGMOD Conference (2022)
Gina Yuan, Shoumik Palkar, Deepak Narayanan, Matei Zaharia
Offload Annotations: Bringing Heterogeneous Computing to Existing Libraries and Workloads. USENIX Annual Technical Conference (2020)
Peter Kraft, Daniel Kang, Deepak Narayanan, Shoumik Palkar, Peter Bailis, Matei Zaharia
A Demonstration of Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference. Proc. VLDB Endow. 13 (12) (2020)
Peter Kraft, Daniel Kang, Deepak Narayanan, Shoumik Palkar, Peter Bailis, Matei Zaharia
Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference. MLSys (2020)
Shoumik Palkar, Matei Zaharia
Optimizing data-intensive computations in existing libraries with split annotations. SOSP (2019)
Peter Kraft, Daniel Kang, Deepak Narayanan, Shoumik Palkar, Peter Bailis, Matei Zaharia
Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference. CoRR (2019)
Shoumik Palkar, James J. Thomas, Deepak Narayanan, Pratiksha Thaker, Rahul Palamuttam, Parimarjan Negi, Anil Shanbhag, Malte Schwarzkopf, Holger Pirk, Saman P. Amarasinghe, Samuel Madden, Matei Zaharia
Evaluating End-to-End Optimization for Data Analytics Applications in Weld. Proc. VLDB Endow. 11 (9) (2018)
Shoumik Palkar, Firas Abuzaid, Peter Bailis, Matei Zaharia
Filter Before You Parse: Faster Analytics on Raw Data with Sparser. Proc. VLDB Endow. 11 (11) (2018)
Shoumik Palkar, Matei Zaharia
Splitability Annotations: Optimizing Black-Box Function Composition in Existing Libraries. CoRR (2018)
Shoumik Palkar, Matei Zaharia
DIY Hosting for Online Privacy. HotNets (2017)
Shoumik Palkar, James J. Thomas, Deepak Narayanan, Anil Shanbhag, Rahul Palamuttam, Holger Pirk, Malte Schwarzkopf, Saman P. Amarasinghe, Samuel Madden, Matei Zaharia
Weld: Rethinking the Interface Between Data-Intensive Applications. CoRR (2017)
Shoumik Palkar, James J. Thomas, Anil Shanbhag, Malte Schwarzkopf, Saman P. Amarasinghe, Matei Zaharia
A Common Runtime for High Performance Data Analysis. CIDR (2017)
Shoumik Palkar, Chang Lan, Sangjin Han, Keon Jang, Aurojit Panda, Sylvia Ratnasamy, Luigi Rizzo, Scott Shenker
E2: a framework for NFV applications. SOSP (2015)