Author

A Dave

Software Engineer, Databricks - Cited by 12,778 - Systems - Databases

Biography

Currently a Software Engineer at Databricks, where I'm working on a new, highly efficient query processing engine for Apache Spark SQL. Previously I was a Computer Science PhD student at UC Berkeley, where I was advised by Ion Stoica in the RISELab. I received a BS in EECS from Berkeley in May 2013.
Title
Cited by
Year
Resilient distributed datasets: A fault-tolerant abstraction for in-memory cluster computing
M Zaharia, M Chowdhury, T Das, A Dave, J Ma, M McCauley, MJ Franklin, ...Proceedings of the 9th USENIX conference on Networked Systems Design and …, 2012201
2012
GraphX: Graph Processing in a Distributed Dataflow Framework
JE Gonzalez, RS Xin, A Dave, D Crankshaw, MJ Franklin, I Stoica11th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 20143100201
2014
Apache spark: a unified engine for big data processing
M Zaharia, RS Xin, P Wendell, T Das, M Armbrust, A Dave, X Meng, ...Communications of the ACM 59 (11), 56-65, 2016201
2016
Opaque: An oblivious and encrypted distributed analytics platform
W Zheng, A Dave, JG Beekman, RA Popa, JE Gonzalez, I Stoica14th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2017201
374
2017
Fast and Interactive Analytics over Hadoop Data with Spark
M Zaharia, M Chowdhury, T Das, A Dave, J Ma, M McCauley, MJ Franklin, ...USENIX ;login;, August 2012, 2012201
252
2012
Graphframes: an integrated api for mixing graph and relational queries
A Dave, A Jindal, LE Li, R Xin, J Gonzalez, M ZahariaProceedings of the fourth international workshop on graph data management …, 2016201
115
2016
G-ola: Generalized on-line aggregation for interactive analysis on big data
K Zeng, S Agarwal, A Dave, M Armbrust, I StoicaProceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015201
87
2015
Oblivious coopetitive analytics using hardware enclaves
A Dave, C Leung, RA Popa, JE Gonzalez, I StoicaProceedings of the Fifteenth European Conference on Computer Systems, 1-17, 2020202
24
2020
Photon: A fast query engine for lakehouse systems
A Behm, S Palkar, U Agarwal, T Armstrong, D Cashman, A Dave, ...Proceedings of the 2022 International Conference on Management of Data, 26 …, 2022202
23
2022
CloudClustering: Toward an iterative data processing pattern on the cloud
A Dave, W Lu, J Jackson, R Barga2011 IEEE International Symposium on Parallel and Distributed Processing …, 2011201
23
2011
Apache spark
M Zaharia, MJ Franklin, A Ghodsi, J Gonzalez, S Shenker, I Stoica, RS Xin, ...Communications of the ACM, 1-5, 202112202
12
2021
Low-latency spark queries on updatable data
A Uta, B Ghit, A Dave, P BonczProceedings of the 2019 International Conference on Management of Data, 2009 …, 2019201
7
2019
In-Memory Indexed Caching for Distributed Data Processing
A Uta, B Ghit, A Dave, J Rellermeyer, P Boncz2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2022202
1
2022