| 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
, 2012 | 6434 | 2012 |
| GraphX: Graph Processing in a Distributed Dataflow Framework JE Gonzalez, RS Xin, A Dave, D Crankshaw, MJ Franklin, I Stoica 11th USENIX Symposium on Operating Systems Design and Implementation (OSDI
, 2014 | 3396* | 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, 2016 | 3162 | 2016 |
| Opaque: An oblivious and encrypted distributed analytics platform W Zheng, A Dave, JG Beekman, RA Popa, JE Gonzalez, I Stoica 14th USENIX Symposium on Networked Systems Design and Implementation (NSDI
, 2017 | 479 | 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, 2012 | 276 | 2012 |
| Graphframes: an integrated api for mixing graph and relational queries A Dave, A Jindal, LE Li, R Xin, J Gonzalez, M Zaharia Proceedings of the fourth international workshop on graph data management
, 2016 | 127 | 2016 |
| G-ola: Generalized on-line aggregation for interactive analysis on big data K Zeng, S Agarwal, A Dave, M Armbrust, I Stoica Proceedings of the 2015 ACM SIGMOD International Conference on Management of
, 2015 | 97 | 2015 |
| 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, 2326
, 2022 | 57 | 2022 |
| Oblivious coopetitive analytics using hardware enclaves A Dave, C Leung, RA Popa, JE Gonzalez, I Stoica Proceedings of the Fifteenth European Conference on Computer Systems, 1-17, 2020 | 41 | 2020 |
| Arthur: Rich Post-Facto Debugging for Production Analytics Applications A Dave, M Zaharia, S Shenker, I Stoica | 27 | 2013 |
| CloudClustering: Toward an iterative data processing pattern on the cloud A Dave, W Lu, J Jackson, R Barga 2011 IEEE International Symposium on Parallel and Distributed Processing
, 2011 | 24 | 2011 |
| Resilient distributed datasets: a fault-tolerant abstraction for in-memory cluster computing MZM Chowdhury, T Das, A Dave, MJ Franklin, J Ma, M McCauley, ... NSDI'12 Proceedings of the 9th USENIX conference on Networked Systems Design
, 2012 | 11 | 2012 |
| Low-latency spark queries on updatable data A Uta, B Ghit, A Dave, P Boncz Proceedings of the 2019 International Conference on Management of Data, 2009
, 2019 | 7 | 2019 |
| S.(2016)Apache Spark M Zaharia, MJ Franklin, A Ghodsi, J Gonzalez, S Shenker, I Stoica Communications of the ACM 59 (11), 56-65, 0 | 4* | |
| IndexedRDD A Dave | 3 | 2014 |
| In-Memory Indexed Caching for Distributed Data Processing A Uta, B Ghit, A Dave, J Rellermeyer, P Boncz 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS
, 2022 | 1 | 2022 |
| Persistent adaptive radix trees: Efficient fine-grained updates to immutable data A Dave, JE Gonzalez, MJ Franklin, I Stoica | 1 | |
| Hash based rollup with passthrough A Behm, A Dave US Patent 12,153,558, 2024 | | 2024 |
| Hash based rollup with passthrough A Behm, A Dave US Patent 11,675,767, 2023 | | 2023 |
| LIFO based spilling for grouping aggregation A Behm, A Dave, R Deng, S Palkar US Patent 11,481,398, 2022 | | 2022 |
Ion StoicaProfessor of Computer Science, UC BerkeleyPatvirtintas el. paštas cs.berkeley.edu
