| Spark: Cluster computing with working sets M Zaharia, M Chowdhury, MJ Franklin, S Shenker, I Stoica 2nd USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 10), 2010 | 7459 | 2010 |
| Resilient distributed datasets: A {Fault-Tolerant} abstraction for {In-Memory} cluster computing M Zaharia, M Chowdhury, T Das, A Dave, J Ma, M McCauly, MJ Franklin, ... 9th USENIX Symposium on Networked Systems Design and Implementation (NSDI 12 …, 2012 | 6382 | 2012 |
| TAG: A tiny aggregation service for ad-hoc sensor networks S Madden, MJ Franklin, JM Hellerstein, W Hong ACM SIGOPS Operating Systems Review 36 (SI), 131-146, 2002 | 4462 | 2002 |
| 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 | 3094 | 2016 |
| TinyDB: an acquisitional query processing system for sensor networks SR Madden, MJ Franklin, JM Hellerstein, W Hong ACM Transactions on database systems (TODS) 30 (1), 122-173, 2005 | 2779 | 2005 |
| Mllib: Machine learning in apache spark X Meng, J Bradley, B Yavuz, E Sparks, S Venkataraman, D Liu, ... Journal of Machine Learning Research 17 (34), 1-7, 2016 | 2437 | 2016 |
| TelegraphCQ: continuous dataflow processing S Chandrasekaran, O Cooper, A Deshpande, MJ Franklin, JM Hellerstein, ... Proceedings of the 2003 ACM SIGMOD international conference on Management of …, 2003 | 2328 | 2003 |
| Spark sql: Relational data processing in spark M Armbrust, RS Xin, C Lian, Y Huai, D Liu, JK Bradley, X Meng, T Kaftan, ... Proceedings of the 2015 ACM SIGMOD international conference on management of …, 2015 | 1894 | 2015 |
| {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 | 1544 | 2014 |
| Broadcast disks: data management for asymmetric communication environments S Acharya, R Alonso, M Franklin, S Zdonik Proceedings of the 1995 ACM SIGMOD International Conference on Management of …, 1995 | 1475 | 1995 |
| The design of an acquisitional query processor for sensor networks S Madden, MJ Franklin, JM Hellerstein, W Hong Proceedings of the 2003 ACM SIGMOD international conference on Management of …, 2003 | 1412 | 2003 |
| From databases to dataspaces: a new abstraction for information management M Franklin, A Halevy, D Maier ACM Sigmod Record 34 (4), 27-33, 2005 | 1125 | 2005 |
| Efficient filtering of XML documents for selective dissemination of information M Altınel, MJ Franklin Proc. of the 26th Intl Conference on Very Large Data Bases (VLDB), Cairo …, 2000 | 1015 | 2000 |
| Graphx: A resilient distributed graph system on spark RS Xin, JE Gonzalez, MJ Franklin, I Stoica First international workshop on graph data management experiences and …, 2013 | 928 | 2013 |
| CrowdDB: answering queries with crowdsourcing MJ Franklin, D Kossmann, T Kraska, S Ramesh, R Xin Proceedings of the 2011 ACM SIGMOD International Conference on Management of …, 2011 | 877 | 2011 |
| Semantic data caching and replacement S Dar, MJ Franklin, BT Jonsson, D Srivastava, M Tan VLDB 96, 330-341, 1996 | 871 | 1996 |
| Fjording the stream: An architecture for queries over streaming sensor data S Madden, MJ Franklin Proceedings 18th International Conference on Data Engineering, 555-566, 2002 | 782 | 2002 |
| Supporting aggregate queries over ad-hoc wireless sensor networks S Madden, R Szewczyk, MJ Franklin, D Culler Proceedings Fourth IEEE Workshop on Mobile Computing Systems and …, 2002 | 762 | 2002 |
| CrowdER: Crowdsourcing entity resolution J Wang, T Kraska, MJ Franklin, J Feng Proceedings of the VLDB Endowment 5 (11), 1483-1494, 2012 | 742 | 2012 |
| Clipper: A {Low-Latency} online prediction serving system D Crankshaw, X Wang, G Zhou, MJ Franklin, JE Gonzalez, I Stoica 14th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2017 | 710 | 2017 |
Ion StoicaProfessor of Computer Science, UC BerkeleyVerified email at cs.berkeley.edu
