Sotabase

Career

· Senior Staff Software Engineer, Databricks2023–
· Staff Software Engineer, Databricks2022–2023
· Senior Software Engineer, Databricks2021–2022
· Software Engineer, Databricks2020–2021
· Contractor, Databricks2019–2020
· Research Intern, Google2019–2019
· Software Engineering Intern, Databricks2018–2019
· Software Engineering Intern, Google2016–2016
· Graduate Student, Stanford University2016–2020
· Graduate Student, Massachusetts Institute of Technology (MIT)2015–2016
· Undergraduate Researcher, UC Berkeley NetSys Lab2013–2015
· Intern - Member Of Technical Staff, VMware2013–2013
· Software Engineering Intern, Cooliris Inc.2012–2013

Publications (36)

E2: a framework for NFV applications
Symposium on Operating Systems Principles · 2015
359
cited
SoftNIC: A Software NIC to Augment Hardware
2015
216
cited
Evaluating End-to-End Optimization for Data Analytics Applications in Weld
Proceedings of the VLDB Endowment · 2018
98
cited
A Common Runtime for High Performance Data Analysis
Conference on Innovative Data Systems Research · 2017
84
cited
Filter Before You Parse: Faster Analytics on Raw Data with Sparser
Proceedings of the VLDB Endowment · 2018
63
cited
Photon: A Fast Query Engine for Lakehouse Systems
SIGMOD Conference · 2022
54
cited
A Common Runtime for High Performance Data Analysis.
2017
38
cited
Weld: Rethinking the Interface Between Data-Intensive Applications
2017
21
cited
Optimizing data-intensive computations in existing libraries with split annotations
Symposium on Operating Systems Principles · 2018
20
cited
Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference
2019
18
cited
DIY Hosting for Online Privacy
ACM Workshop on Hot Topics in Networks · 2017
11
cited
Offload Annotations: Bringing Heterogeneous Computing to Existing Libraries and Workloads
USENIX Annual Technical Conference · 2020
11
cited
A demonstration of willump
Proceedings of the VLDB Endowment · 2020
2
cited
Photon: A High-Performance Query Engine for the Lakehouse
Conference on Innovative Data Systems Research · 2022
2
cited
Splitability Annotations: Optimizing Black-Box Function Composition in Existing Libraries
arXiv.org · 2018
1
cited
Exploring the Use of Learning Algorithms for Efficient Performance Profiling
2018
Interfaces for efficient software composition on modern hardware
2020
Snippet from the Black Scholes options pricing benchmark implemented using Intel MKL
2019
Willump: Statistically-Aware Optimizations for Fast Machine Learning Inference
2019
Sotabase
Shoumik Palkar | Researcher Profile | Sotabase | Sotabase