| Heterogeneity and dynamicity of clouds at scale: Google trace analysis C Reiss, A Tumanov, GR Ganger, RH Katz, MA Kozuch Proceedings of the Third ACM Symposium on Cloud Computing, 1-13, 2012 | 913 | 2012 |
| Ray: A distributed framework for emerging {AI} applications P Moritz, R Nishihara, S Wang, A Tumanov, R Liaw, E Liang, M Elibol, ... 13th {USENIX} Symposium on Operating Systems Design and Implementation …, 2018 | 264 | 2018 |
| Towards understanding heterogeneous clouds at scale: Google trace analysis C Reiss, AT CMU, GRG CMU, RH Katz, MA Kozuch | 198 | 2012 |
| Morpheus: Towards automated slos for enterprise clusters SA Jyothi, C Curino, I Menache, SM Narayanamurthy, A Tumanov, ... 12th {USENIX} Symposium on Operating Systems Design and Implementation …, 2016 | 175 | 2016 |
| Serverless computing: One step forward, two steps back JM Hellerstein, J Faleiro, JE Gonzalez, J Schleier-Smith, V Sreekanti, ... arXiv preprint arXiv:1812.03651, 2018 | 141 | 2018 |
| TetriSched: global rescheduling with adaptive plan-ahead in dynamic heterogeneous clusters A Tumanov, T Zhu, JW Park, MA Kozuch, M Harchol-Balter, GR Ganger Proceedings of the Eleventh European Conference on Computer Systems, 1-16, 2016 | 110 | 2016 |
| Prioritymeister: Tail latency qos for shared networked storage T Zhu, A Tumanov, MA Kozuch, M Harchol-Balter, GR Ganger Proceedings of the ACM Symposium on Cloud Computing, 1-14, 2014 | 91 | 2014 |
| Kaleidoscope: cloud micro-elasticity via VM state coloring R Bryant, A Tumanov, O Irzak, A Scannell, K Joshi, M Hiltunen, ... Proceedings of the sixth conference on Computer systems, 273-286, 2011 | 73 | 2011 |
| Proteus: agile ml elasticity through tiered reliability in dynamic resource markets A Harlap, A Tumanov, A Chung, GR Ganger, PB Gibbons Proceedings of the Twelfth European Conference on Computer Systems, 589-604, 2017 | 67 | 2017 |
| Tagging a copy of memory of a virtual machine with information for fetching of relevant portions of the memory HA Lagar-Cavilla, R Bryant, M Hiltunen, O Irzak, K Joshi, AM Scannell, ... US Patent 9,250,969, 2016 | 50 | 2016 |
| alsched: Algebraic scheduling of mixed workloads in heterogeneous clouds A Tumanov, J Cipar, GR Ganger, MA Kozuch Proceedings of the third ACM Symposium on Cloud Computing, 1-7, 2012 | 45 | 2012 |
| Idk cascades: Fast deep learning by learning not to overthink X Wang, Y Luo, D Crankshaw, A Tumanov, F Yu, JE Gonzalez arXiv preprint arXiv:1706.00885, 2017 | 39 | 2017 |
| Exploiting iterative-ness for parallel ML computations H Cui, A Tumanov, J Wei, L Xu, W Dai, J Haber-Kucharsky, Q Ho, ... Proceedings of the ACM Symposium on Cloud Computing, 1-14, 2014 | 38 | 2014 |
| Real-time machine learning: The missing pieces R Nishihara, P Moritz, S Wang, A Tumanov, W Paul, J Schleier-Smith, ... Proceedings of the 16th Workshop on Hot Topics in Operating Systems, 106-110, 2017 | 34 | 2017 |
| Tributary: spot-dancing for elastic services with latency SLOs A Harlap, A Chung, A Tumanov, GR Ganger, PB Gibbons 2018 {USENIX} Annual Technical Conference ({USENIX}{ATC} 18), 1-14, 2018 | 33 | 2018 |
| Springfs: Bridging agility and performance in elastic distributed storage L Xu, J Cipar, E Krevat, A Tumanov, N Gupta, MA Kozuch, GR Ganger 12th {USENIX} Conference on File and Storage Technologies ({FAST} 14), 243-255, 2014 | 32 | 2014 |
| 3sigma: distribution-based cluster scheduling for runtime uncertainty JW Park, A Tumanov, A Jiang, MA Kozuch, GR Ganger Proceedings of the Thirteenth EuroSys Conference, 1-17, 2018 | 28 | 2018 |
| Cloudburst: Stateful functions-as-a-service V Sreekanti, CWXC Lin, JM Faleiro, JE Gonzalez, JM Hellerstein, ... arXiv preprint arXiv:2001.04592, 2020 | 27 | 2020 |
| Cirrus: A serverless framework for end-to-end ml workflows J Carreira, P Fonseca, A Tumanov, A Zhang, R Katz Proceedings of the ACM Symposium on Cloud Computing, 13-24, 2019 | 23 | 2019 |
| A case for serverless machine learning J Carreira, P Fonseca, A Tumanov, A Zhang, R Katz Workshop on Systems for ML and Open Source Software at NeurIPS 2018, 2018 | 23 | 2018 |
Michael A. KozuchIntelVerified email at cmu.edu
