Alexey Tumanov
Title
Cited by
Cited by
Year
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
10752012
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
4692018
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
2332016
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
2312018
Towards understanding heterogeneous clouds at scale: Google trace analysis
C Reiss, AT CMU, GRG CMU, RH Katz, MA Kozuch
2252012
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
1402016
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
1002014
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
812017
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
802011
Cloudburst: Stateful functions-as-a-service
V Sreekanti, C Wu, XC Lin, J Schleier-Smith, JM Faleiro, JE Gonzalez, ...
arXiv preprint arXiv:2001.04592, 2020
742020
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
722019
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
552016
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
552012
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
532017
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
512017
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
472018
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
422014
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
392018
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
392018
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
382014
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