| Advances and open problems in federated learning P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ... Foundations and trends® in machine learning 14 (12), 1-210, 2021 | 6560 | 2021 |
| Memory consistency and event ordering in scalable shared-memory multiprocessors K Gharachorloo, D Lenoski, J Laudon, P Gibbons, A Gupta, J Hennessy ACM SIGARCH Computer Architecture News 18 (2SI), 15-26, 1990 | 1833 | 1990 |
| Loci: Fast outlier detection using the local correlation integral S Papadimitriou, H Kitagawa, PB Gibbons, C Faloutsos Proceedings 19th international conference on data engineering (Cat. No
, 2003 | 1336 | 2003 |
| Sybilguard: defending against sybil attacks via social networks H Yu, M Kaminsky, PB Gibbons, A Flaxman Proceedings of the 2006 conference on Applications, technologies
, 2006 | 1190 | 2006 |
| Sybillimit: A near-optimal social network defense against sybil attacks H Yu, PB Gibbons, M Kaminsky, F Xiao 2008 IEEE Symposium on Security and Privacy (sp 2008), 3-17, 2008 | 1005 | 2008 |
| More effective distributed ml via a stale synchronous parallel parameter server Q Ho, J Cipar, H Cui, S Lee, JK Kim, PB Gibbons, GA Gibson, G Ganger, ... Advances in neural information processing systems 26, 2013 | 972 | 2013 |
| PipeDream: Generalized pipeline parallelism for DNN training D Narayanan, A Harlap, A Phanishayee, V Seshadri, NR Devanur, ... Proceedings of the 27th ACM symposium on operating systems principles, 1-15, 2019 | 907 | 2019 |
| System and method for providing anonymous personalized browsing by a proxy system in a network E Gabber, PP Gibbons, Y Matias, AJ Mayer US Patent 5,961,593, 1999 | 876 | 1999 |
| Synopsis diffusion for robust aggregation in sensor networks S Nath, PB Gibbons, S Seshan, Z Anderson ACM Transactions on Sensor Networks (TOSN) 4 (2), 1-40, 2008 | 848 | 2008 |
| Irisnet: An architecture for a worldwide sensor web PB Gibbons, B Karp, Y Ke, S Nath, S Seshan IEEE pervasive computing 2 (4), 22-33, 2003 | 663 | 2003 |
| Ambit: In-memory accelerator for bulk bitwise operations using commodity DRAM technology V Seshadri, D Lee, T Mullins, H Hassan, A Boroumand, J Kim, MA Kozuch, ... Proceedings of the 50th Annual IEEE/ACM International Symposium on
, 2017 | 656 | 2017 |
| The non-iid data quagmire of decentralized machine learning K Hsieh, A Phanishayee, O Mutlu, P Gibbons International Conference on Machine Learning, 4387-4398, 2020 | 645 | 2020 |
| New sampling-based summary statistics for improving approximate query answers PB Gibbons, Y Matias Proceedings of the 1998 ACM SIGMOD international conference on Management of
, 1998 | 633 | 1998 |
| Gaia:{Geo-Distributed} machine learning approaching {LAN} speeds K Hsieh, A Harlap, N Vijaykumar, D Konomis, GR Ganger, PB Gibbons, ... 14th USENIX Symposium on Networked Systems Design and Implementation (NSDI
, 2017 | 545 | 2017 |
| RowClone: Fast and energy-efficient in-DRAM bulk data copy and initialization V Seshadri, Y Kim, C Fallin, D Lee, R Ausavarungnirun, G Pekhimenko, ... Proceedings of the 46th Annual IEEE/ACM International Symposium on
, 2013 | 514 | 2013 |
| Join synopses for approximate query answering S Acharya, PB Gibbons, V Poosala, S Ramaswamy Proceedings of the 1999 ACM SIGMOD international conference on Management of
, 1999 | 511 | 1999 |
| Base-delta-immediate compression: Practical data compression for on-chip caches G Pekhimenko, V Seshadri, O Mutlu, PB Gibbons, MA Kozuch, TC Mowry Proceedings of the 21st international conference on Parallel architectures
, 2012 | 503 | 2012 |
| System and method for scheduling and controlling delivery of advertising in a communications network MA Adler, PB Gibbons, Y Matias US Patent 6,009,409, 1999 | 436 | 1999 |
| Geeps: Scalable deep learning on distributed gpus with a gpu-specialized parameter server H Cui, H Zhang, GR Ganger, PB Gibbons, EP Xing Proceedings of the eleventh european conference on computer systems, 1-16, 2016 | 410 | 2016 |
| Sybilguard: defending against sybil attacks via social networks H Yu, M Kaminsky, PB Gibbons, AD Flaxman IEEE/ACM Transactions on networking 16 (3), 576-589, 2008 | 399 | 2008 |
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