| Distributed GraphLab: a framework for machine learning and data mining in the cloud Y Low, D Bickson, J Gonzalez, C Guestrin, A Kyrola, JM Hellerstein Proceedings of the VLDB Endowment 5 (8), 716-727, 2012 | 1682 | 2012 |
| Powergraph: Distributed graph-parallel computation on natural graphs JE Gonzalez, Y Low, H Gu, D Bickson, C Guestrin Presented as part of the 10th {USENIX} Symposium on Operating Systems Design …, 2012 | 1417* | 2012 |
| 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 | 809 | 2016 |
| 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 …, 2014 | 774 | 2014 |
| Graphlab: A new framework for parallel machine learning Y Low, JE Gonzalez, A Kyrola, D Bickson, CE Guestrin, J Hellerstein arXiv preprint arXiv:1408.2041, 2014 | 764 | 2014 |
| 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 Systems, 2, 2013 | 603 | 2013 |
| Graphlab: A new parallel framework for machine learning Y Low, J Gonzalez, A Kyrola, D Bickson, C Guestrin, JM Hellerstein Conference on uncertainty in artificial intelligence (UAI), 340-349, 2010 | 386 | 2010 |
| Scalable inference in latent variable models A Ahmed, M Aly, J Gonzalez, S Narayanamurthy, AJ Smola Proceedings of the fifth ACM international conference on Web search and data …, 2012 | 247 | 2012 |
| Residual splash for optimally parallelizing belief propagation J Gonzalez, Y Low, C Guestrin Artificial Intelligence and Statistics, 177-184, 2009 | 155 | 2009 |
| MLI: An API for distributed machine learning ER Sparks, A Talwalkar, V Smith, J Kottalam, X Pan, J Gonzalez, ... 2013 IEEE 13th International Conference on Data Mining, 1187-1192, 2013 | 149 | 2013 |
| Parallel gibbs sampling: From colored fields to thin junction trees J Gonzalez, Y Low, A Gretton, C Guestrin Proceedings of the Fourteenth International Conference on Artificial …, 2011 | 132 | 2011 |
| 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 …, 2017 | 118 | 2017 |
| 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 …, 2017 | 111 | 2017 |
| Security strategies for SCADA networks R Chandia, J Gonzalez, T Kilpatrick, M Papa, S Shenoi International Conference on Critical Infrastructure Protection, 117-131, 2007 | 90 | 2007 |
| Graphx: Unifying data-parallel and graph-parallel analytics RS Xin, D Crankshaw, A Dave, JE Gonzalez, MJ Franklin, I Stoica arXiv preprint arXiv:1402.2394, 2014 | 85 | 2014 |
| A berkeley view of systems challenges for ai I Stoica, D Song, RA Popa, D Patterson, MW Mahoney, R Katz, ... arXiv preprint arXiv:1712.05855, 2017 | 71 | 2017 |
| Distributed parallel inference on large factor graphs JE Gonzalez, Y Low, C Guestrin, D O'Hallaron Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial …, 2009 | 69 | 2009 |
| The missing piece in complex analytics: Low latency, scalable model management and serving with velox D Crankshaw, P Bailis, JE Gonzalez, H Li, Z Zhang, MJ Franklin, A Ghodsi, ... arXiv preprint arXiv:1409.3809, 2014 | 68 | 2014 |
| Standards for graph algorithm primitives T Mattson, D Bader, J Berry, A Buluc, J Dongarra, C Faloutsos, J Feo, ... 2013 IEEE High Performance Extreme Computing Conference (HPEC), 1-2, 2013 | 68 | 2013 |
| Skipnet: Learning dynamic routing in convolutional networks X Wang, F Yu, ZY Dou, T Darrell, JE Gonzalez Proceedings of the European Conference on Computer Vision (ECCV), 409-424, 2018 | 54 | 2018 |
Ion StoicaProfessor of Computer Science, UC BerkeleyVerified email at cs.berkeley.edu