متابعة
Alexey Tumanov
Alexey Tumanov
Georgia Institute of Technology
بريد إلكتروني تم التحقق منه على gatech.edu - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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 (OSDI …, 2018‏
15722018
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
13982012
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
5542018
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
3462020
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 (OSDI …, 2016‏
3422016
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
2592019
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
2532016
Towards understanding heterogeneous clouds at scale: Google trace analysis‏
C Reiss, AT CMU, GRG CMU, RH Katz, MA Kozuch‏
2242012
InferLine: latency-aware provisioning and scaling for prediction serving pipelines‏
D Crankshaw, GE Sela, X Mo, C Zumar, I Stoica, J Gonzalez, A Tumanov‏
Proceedings of the 11th ACM Symposium on Cloud Computing, 477-491, 2020‏
1452020
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
1392017
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
1352014
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
1222017
Holmes: health online model ensemble serving for deep learning models in intensive care units‏
S Hong, Y Xu, A Khare, S Priambada, K Maher, A Aljiffry, J Sun, ...‏
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020‏
1032020
Taming throughput-latency tradeoff in llm inference with sarathi-serve‏
A Agrawal, N Kedia, A Panwar, J Mohan, N Kwatra, BS Gulavani, ...‏
arXiv preprint arXiv:2403.02310, 2024‏
982024
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
982018
Dynamic space-time scheduling for gpu inference‏
P Jain, X Mo, A Jain, H Subbaraj, RS Durrani, A Tumanov, J Gonzalez, ...‏
arXiv preprint arXiv:1901.00041, 1-8, 2018‏
932018
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, 2-8, 2018‏
912018
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
852017
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
812011
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
712018
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مقالات 1–20