TBD

  @misc{dynaquant-socc24,
      title={DynaQuant: Compressing Deep Learning Training Checkpoints via Dynamic Quantization},
      author={Amey Agrawal and Sameer Reddy and Satwik Bhattamishra and Venkata Prabhakara Sarath Nookala
              and Vidushi Vashishth and Kexin Rong and Alexey Tumanov},
      year={2023},
      eprint={2306.11800},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}

@article{kuhar2024plum,
  title={PLUM: Improving Inference Efficiency By Leveraging Repetition-Sparsity Trade-Off},
  author={Kuhar, Sachit and Jain, Yash and Alexey Tumanov},
  year={2024},
  url={https://openreview.net/forum?id=IEKtMMSblm},
}

@inproceedings{sarathi-serve-osdi24,
  title = {Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve},
  author = {Amey Agrawal and Nitin Kedia and Ashish Panwar and Jayashree Mohan and Nipun Kwatra and Bhargav Gulavani
	    and Alexey Tumanov and Ramachandran Ramjee},
  booktitle = {18th {USENIX} Symposium on Operating Systems Design and Implementation
             ({OSDI}'24)},
  year = {2024},
  month = {July},
  address = {Santa Clara, CA},
  url = {https://www.usenix.org/conference/osdi24/presentation/agrawal},
  publisher = {{USENIX} Association}
}

@inproceedings{vidur-mlsys24,
 author = {Agrawal, Amey and Kedia, Nitin and Mohan, Jayashree and Panwar, Ashish and Kwatra, Nipun and Gulavani, Bhargav
	   and Ramjee, Ramachandran and Tumanov, Alexey},
 booktitle = {Proceedings of Machine Learning and Systems},
 editor = {P. Gibbons and G. Pekhimenko and C. De Sa},
 pages = {351--366},
 title = {VIDUR: A LARGE-SCALE SIMULATION FRAMEWORK FOR LLM INFERENCE},
 url = {https://proceedings.mlsys.org/paper_files/paper/2024/file/b74a8de47d2b3c928360e0a011f48351-Paper-Conference.pdf},
 volume = {6},
 year = {2024}
}

@INPROCEEDINGS{harmonica-ipdps24,
author = {P. Behnam and U. Kamal and A. Shafiee and A. Tumanov and S. Mukhopadhyay},
booktitle = {2024 IEEE International Parallel and Distributed Processing Symposium (IPDPS)},
title = {Harmonica: Hybrid Accelerator to Overcome Imperfections of Mixed-signal DNN Accelerators},
year = {2024},
pages = {619-630},
doi = {10.1109/IPDPS57955.2024.00061},
url = {https://doi.ieeecomputersociety.org/10.1109/IPDPS57955.2024.00061},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
month = {may}
}

@InProceedings{pmlr-v225-xu23a,
  title =    {TransEHR: Self-Supervised Transformer for Clinical Time Series Data},
  author =       {Xu, Yanbo and Xu, Shangqing and Ramprassad, Manav and Tumanov, Alexey and Zhang, Chao},
  booktitle =    {Proceedings of the 3rd Machine Learning for Health Symposium},
  pages =    {623--635},
  year =     {2023},
  editor =   {Hegselmann, Stefan and Parziale, Antonio and Shanmugam, Divya and Tang, Shengpu 
             and Asiedu, Mercy Nyamewaa and Chang, Serina and Hartvigsen, Tom and Singh, Harvineet},
  volume =   {225},
  series =   {Proceedings of Machine Learning Research},
  month =    {10 Dec},
  publisher =    {PMLR},
  pdf =      {https://proceedings.mlr.press/v225/xu23a/xu23a.pdf},
  url =      {https://proceedings.mlr.press/v225/xu23a.html}
}

@article{sushi-micro23,
  author = {P. Behnam and J. Tong and A. Khare and Y. Chen and Y. Pan and P. Gadikar and A. Bambhaniya 
            and T. Krishna and A. Tumanov},
  journal = {IEEE Micro},
  title = {Hardware-Software co-design for real-time latency-accuracy navigation in tinyML applications},
  month = {sep},
  year = {2023},
  number = {01},
  issn = {1937-4143},
  pages = {1-7},
  keywords = {kernel;training;real-time systems;optimization;neural networks;system-on-chip;software},
  doi = {10.1109/MM.2023.3317243},
  publisher = {IEEE Computer Society},
  address = {Los Alamitos, CA, USA},
}

  @misc{psml-arxiv23,
      title={Pareto-Secure Machine Learning (PSML): Fingerprinting and Securing Inference Serving Systems}, 
      author={Debopam Sanyal and Jui-Tse Hung and Manav Agrawal and Prahlad Jasti and Shahab Nikkhoo and 
              Somesh Jha and Tianhao Wang and Sibin Mohan and Alexey Tumanov},
      year={2023},
      eprint={2307.01292},
      archivePrefix={arXiv},
      primaryClass={cs.CR}
}

  @misc{dynaquant-arxiv23,
      title={DynaQuant: Compressing Deep Learning Training Checkpoints via Dynamic Quantization}, 
      author={Amey Agrawal and Sameer Reddy and Satwik Bhattamishra and Venkata Prabhakara Sarath Nookala 
              and Vidushi Vashishth and Kexin Rong and Alexey Tumanov},
      year={2023},
      eprint={2306.11800},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}

@inproceedings{sushi-mlsys23,
    author = {Behnam, Payman and Tong, Jianming and Khare, Alind and Chen, Yangyu and
    Pan, Yue and Gadikar, Pranav and Bambhaniya, Abhimanyu and Krishna, Tushar and Tumanov, Alexey},
    title = {SubGraph Stationary Hardware-Software Inference Co-design},
    year = {2023},
    booktitle = {Proceedings of the 6th Conference on Machine Learning and Systems},
    location = {Miami, Florida},
    series = {MLSys'23}
}

@misc{kuhar2022signed,
  title={Signed-Binary Networks: 
	Improving Efficiency of Binary Networks by Exploiting Sparsity}, 
  author={Sachit Kuhar and Alexey Tumanov and Judy Hoffman},
  year={2022},
  eprint={2211.13838},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}

@misc{superfed-arxiv23,
  doi = {10.48550/ARXIV.2301.10879},
  url = {https://arxiv.org/abs/2301.10879},
  author = {Khare, Alind and Agrawal, Animesh and Lee, Myungjin and Tumanov, Alexey},
  title = {SuperFed: Weight Shared Federated Learning},
  publisher = {arXiv},
  year = {2023},
  month = {Jan},
}

@inproceedings{unfoldml-neurips22,
 author = {Xu, Yanbo and Khare, Alind and Matlin, Glenn and Ramadoss, Monish and 
           Kamaleswaran, Rishikesan and Zhang, Chao and Tumanov, Alexey},
 booktitle = {Advances in Neural Information Processing Systems},
 editor = {S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh},
 pages = {4598--4611},
 publisher = {Curran Associates, Inc.},
 title = {UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification},
 url = {https://proceedings.neurips.cc/paper_files/paper/2022/file/1d8f05e4da49a4e1e1b052a3046bceac-Paper-Conference.pdf},
 volume = {35},
 year = {2022}
}

@misc{https://doi.org/10.48550/arxiv.2211.13838,
  doi = {10.48550/ARXIV.2211.13838},
  url = {https://arxiv.org/abs/2211.13838},
  author = {Kuhar, Sachit and Tumanov, Alexey and Hoffman, Judy},
  keywords = {Computer Vision and Pattern Recognition (cs.CV), 
	      Distributed, Parallel, and Cluster Computing (cs.DC), Performance (cs.PF), 
	      FOS: Computer and information sciences, 
              FOS: Computer and information sciences},
  title = {Signed Binary Weight Networks: Improving Efficiency of 
	   Binary Weight Networks by Exploiting Sparsity},
  publisher = {arXiv},
  year = {2022}
}

@inproceedings{escher-socc22,
    author = {Bhardwaj, Romil and Tumanov, Alexey and Wang, Stephanie and 
    Liaw, Richard and Moritz, Philipp and Nishihara, Robert and Stoica, Ion},
    title = {ESCHER: Expressive Scheduling with Ephemeral Resources},
    year = {2022},
    isbn = {9781450394147},
    publisher = {Association for Computing Machinery},
    address = {New York, NY, USA},
    url = {https://doi.org/10.1145/3542929.3563498},
    doi = {10.1145/3542929.3563498},
    booktitle = {Proceedings of the 13th Symposium on Cloud Computing},
    pages = {47–62},
    numpages = {16},
    location = {San Francisco, California},
    series = {SoCC '22}
}

@inproceedings{behnamgnn-iccd22,
  title = {CoDG-ReRAM: An Algorithm-Hardware Co-design 
           to Accelerate Semi-Structured GNNs on ReRAM},
  author = {Luo*, Yixuan  and Behnam*, Payman  and Thorat, Kiran and Liu, Zhuo and
            Peng, Hongwu  and Huang, Shaoyi and Zhou, Shu  and  Khan, Omer and 
            Tumanov, Alexey  and Ding, Caiwen and Geng, Tong},
  booktitle={40'th IEEE International Conference on Computer Design (ICCD)},
  year={2022},
  organization={IEEE}
}

@InProceedings{automphc-europar22,
  author="Shirako, Jun
    and Hayashi, Akihiro
    and Paul, Sri Raj
    and Tumanov, Alexey
    and Sarkar, Vivek",
  editor="Cano, Jos{\'e}
    and Trinder, Phil",
  title="Automatic Parallelization of Python Programs for Distributed Heterogeneous Computing",
  booktitle="Euro-Par 2022: Parallel Processing",
  year="2022",
  publisher="Springer International Publishing",
  pages="350--366",
  isbn="978-3-031-12597-3"
}

@inproceedings{compofa-iclr21,
  author    = {Manas Sahni and Shreya Varshini and Alind Khare and
               Alexey Tumanov},
  title     = {{C}omp{OFA}: Compound Once-For-All Networks for Faster Multi-Platform Deployment},
  month     = {May},
  booktitle = {Proc. of the 9th International Conference on Learning Representations},
  series = {ICLR '21},
  year = {2021},
  url       = {https://openreview.net/forum?id=IgIk8RRT-Z}
}

@inbook{rubberband-eusys21-liaw,
author = {Misra, Ujval and Liaw, Richard and Dunlap, Lisa and Bhardwaj, Romil and Kandasamy, Kirthevasan 
          and Gonzalez, Joseph E. and Stoica, Ion and Tumanov, Alexey},
title = {RubberBand: Cloud-Based Hyperparameter Tuning},
year = {2021},
isbn = {9781450383349},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3447786.3456245},
booktitle = {Proceedings of the 16th European Conference on Computer Systems},
pages = {327–342},
numpages = {16}
}

@inproceedings{inferline-socc20,
  author    = {Daniel Crankshaw and
               Gur-Eyal Sela and
               Xiangxi Mo and
               Corey Zumar and
               Ion Stoica and
               Joseph E. Gonzalez and
               Alexey Tumanov},
  title     = {{I}nfer{L}ine: {ML} Inference Pipeline Composition Framework},
  month     = {Nov},
  booktitle = {Proc. of the 11th ACM Symposium on Cloud Computing},
  series = {SOCC '20},
  year = {2020},
  Publisher = {ACM},
  url       = {http://arxiv.org/abs/1812.01776}
}

@article{cloudburst2020,
  author    = {Vikram Sreekanti and  Chenggang Wu and Xiayue Charles Lin and Johann Schleier-Smith and
               Joseph E. Gonzalez and Joseph M. Hellerstein and Alexey Tumanov
               },
  title     = {Cloudburst: Stateful Functions-as-a-Service},
  journal   = {PVLDB},
  volume    = {13},
  year      = {2020},
  url       = {https://arxiv.org/abs/2001.04592},
}

@inproceedings{holmes-kdd20,
author = {Hong, Shenda and Xu, Yanbo and Khare, Alind and Priambada, Satria and 
          Maher, Kevin and Aljiffry, Alaa and Sun, Jimeng and Tumanov, Alexey},
title = {HOLMES: Health OnLine Model Ensemble Serving for 
         Deep Learning Models in Intensive Care Units},
year = {2020},
isbn = {9781450379984},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3394486.3403212},
doi = {10.1145/3394486.3403212},
booktitle = {Proceedings of the 26th ACM SIGKDD International Conference 
             on Knowledge Discovery & Data Mining},
pages = {1614–1624},
numpages = {11},
keywords = {health informatics, data mining system, healthcare, software},
series = {KDD '20}
}

@inproceedings{Liaw:2019:HDR:3357223.3362719,
 author = {Liaw, Richard and Bhardwaj, Romil and Dunlap, Lisa and Zou, Yitian and 
           Gonzalez, Joseph E. and Stoica, Ion and Tumanov, Alexey},
 title = {HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline},
 booktitle = {Proceedings of the ACM Symposium on Cloud Computing},
 series = {SoCC '19},
 year = {2019},
 isbn = {978-1-4503-6973-2},
 location = {Santa Cruz, CA, USA},
 pages = {61--73},
 numpages = {13},
 url = {http://doi.acm.org/10.1145/3357223.3362719},
 doi = {10.1145/3357223.3362719},
 acmid = {3362719},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {Distributed Machine Learning, Hyperparameter Optimization, Machine Learning Scheduling},
}

@inproceedings{serverlessml-socc19,
    author = {Joao Carreira and Pedro Fonseca and Alexey Tumanov
              and Andrew Zhang and Randy Katz},
    title = {Cirrus: A Serverless Framework for End-to-end ML Workflows},
    booktitle = {Proc. of the 10th ACM Symposium on Cloud Computing},
    series = {SOCC '19},
    year = {2019},
    Publisher = {ACM},
}

@inproceedings{lineage-sosp19,
    title = {Lineage Stash: Fault Tolerance Off the Critical Path},
    booktitle = {Proc. of SOSP'19},
    series = {SOSP '19},
    year = {2019},
    Publisher = {ACM},
}

@article{gpusched-mlsys18,
  author    = {Paras Jain and Xiangxi Mo and Ajay Jain and 
               Harikaran Subbaraj and Rehan Sohail Durrani and
               Alexey Tumanov and Joseph Gonzalez and Ion Stoica},
  title     = {Dynamic Space-Time Scheduling for GPU Inference},
  journal   = {CoRR},
  volume    = {abs/1901.00041},
  year      = {2018},
  url       = {https://arxiv.org/abs/1901.00041},
  month     = {Dec},
  archivePrefix = {arXiv}
}

@inproceedings{ray-osdi18,
  title = {{Ray}: A Distributed Framework for Emerging {AI} Applications},
  author = {Philipp Moritz and Robert Nishihara and Stephanie Wang and Alexey Tumanov and 
            Richard Liaw and Eric Liang and Melih Elibol and Zongheng Yang and 
            William Paul and Michael I. Jordan and Ion Stoica}
  booktitle = {13th {USENIX} Symposium on Operating Systems Design and Implementation 
             ({OSDI} 18)},
  year = {2018},
  address = {Carlsbad, CA},
  url = {https://www.usenix.org/conference/osdi18/presentation/nishihara},
  publisher = {{USENIX} Association},
}

@inproceedings{tributary-atc18,
author = {Aaron Harlap and Andrew Chung and Alexey Tumanov and 
          Gregory R. Ganger and Phillip B. Gibbons},
title = {Tributary: spot-dancing for elastic services with latency SLOs},
booktitle = {2018 {USENIX} Annual Technical Conference ({USENIX} {ATC} 18)},
year = {2018},
isbn = {978-1-931971-44-7},
address = {Boston, MA},
pages = {1--14},
url = {https://www.usenix.org/conference/atc18/presentation/harlap},
publisher = {{USENIX} Association},
}

@inproceedings{3sigma-eurosys18,
 author = {Park, Jun Woo and Tumanov, Alexey and Jiang, Angela and 
           Kozuch, Michael A. and Ganger, Gregory R.},
 title = {3Sigma: Distribution-based Cluster Scheduling for Runtime Uncertainty},
 booktitle = {Proceedings of the Thirteenth EuroSys Conference},
 series = {EuroSys '18},
 year = {2018},
 isbn = {978-1-4503-5584-1},
 location = {Porto, Portugal},
 pages = {2:1--2:17},
 articleno = {2},
 numpages = {17},
 url = {http://doi.acm.org/10.1145/3190508.3190515},
 doi = {10.1145/3190508.3190515},
 acmid = {3190515},
 publisher = {ACM},
 address = {New York, NY, USA},
}

@inproceedings{ray-hotos17,
 author = {Nishihara, Robert and Moritz, Philipp and Wang, Stephanie and Tumanov, Alexey 
           and Paul, William and Schleier-Smith, Johann and Liaw, Richard 
           and Niknami, Mehrdad and Jordan, Michael I. and Stoica, Ion},
 title = {Real-Time Machine Learning: The Missing Pieces},
 booktitle = {Proceedings of the 16th Workshop on Hot Topics in Operating Systems},
 series = {HotOS '17},
 year = {2017},
 isbn = {978-1-4503-5068-6},
 location = {Whistler, BC, Canada},
 pages = {106--110},
 numpages = {5},
 url = {http://doi.acm.org/10.1145/3102980.3102998},
 doi = {10.1145/3102980.3102998},
 acmid = {3102998},
 publisher = {ACM},
 address = {New York, NY, USA},
}

@inproceedings{proteus-eurosys17,
 author = {Harlap, Aaron and Tumanov, Alexey and Chung, Andrew and 
           Ganger, Gregory R. and Gibbons, Phillip B.},
 title = {Proteus: Agile ML Elasticity Through Tiered Reliability 
          in Dynamic Resource Markets},
 booktitle = {Proceedings of the Twelfth European Conference on Computer Systems},
 series = {EuroSys '17},
 year = {2017},
 isbn = {978-1-4503-4938-3},
 location = {Belgrade, Serbia},
 pages = {589--604},
 numpages = {16},
 url = {http://doi.acm.org/10.1145/3064176.3064182},
 doi = {10.1145/3064176.3064182},
 acmid = {3064182},
 publisher = {ACM},
 address = {New York, NY, USA},
}

@inproceedings{morpheus-osdi16,
  author = {Sangeetha Abdu Jyothi and Carlo Curino 
and Ishai Menache and Shravan Matthur Narayanamurthy 
and Alexey Tumanov and Jonathan Yaniv and Ruslan Mavlyutov 
and Inigo Goiri and Subru Krishnan and Janardhan Kulkarni and Sriram Rao},
  title = {Morpheus: Towards Automated SLAs for Enterprise Clusters},
  booktitle = {Proc. of the 12th USENIX OSDI (OSDI'16)},
  year = {2016},
  address = {GA},
  url = {https://www.usenix.org/conference/osdi16/technical-sessions/presentation/jyothi},
  publisher = {USENIX Association},
}

@inproceedings{tetrisched,
 author = {Alexey Tumanov and Timothy Zhu and Jun Woo Park and Michael A. Kozuch
and Mor Harchol-Balter and Gregory R. Ganger},
 title = {{T}etri{S}ched: global rescheduling with adaptive plan-ahead in dynamic
heterogeneous clusters},
 booktitle = {Proc. of the 11th European Conference on Computer Systems},
 series = {EuroSys '16},
 year = {2016},
 month = {Apr},
 location = {London, UK},
 Publisher = {ACM},
}

@inproceedings{pm-socc14,
    author = {Timothy Zhu and Alexey Tumanov and Michael A. Kozuch and
              Mor Harchol-Balter and Gregory R. Ganger},
    title = {{P}riority{M}eister: Tail Latency QoS for Shared Networked Storage},
    booktitle = {Proc. of the 5th ACM Symposium on Cloud Computing},
    series = {SOCC '14},
    year = {2014},
    location = {Seattle, WA},
    Publisher = {ACM},
}

@article{Xu:2014,
 author = {Xu, Lianghong and Cipar, James and Krevat, Elie and Tumanov, Alexey 
           and Gupta, Nitin and Kozuch, Michael A. and Ganger, Gregory R.},
 title = {Agility and Performance in Elastic Distributed Storage},
 journal = {Trans. Storage},
 issue_date = {October 2014},
 volume = {10},
 number = {4},
 month = oct,
 year = {2014},
 issn = {1553-3077},
 pages = {16:1--16:27},
 articleno = {16},
 numpages = {27},
 url = {http://doi.acm.org/10.1145/2668129},
 doi = {10.1145/2668129},
 acmid = {2668129},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {Cloud storage, agility, distributed file systems, elastic storage, power, write offloading},
}

@inproceedings{springfs,
    author = {Lianghong Xu and James Cipar and Elie Krevat and Alexey Tumanov
              and Nitin Gupta and Michael A. Kozuch and Gregory R. Ganger},
    title = {SpringFS: Bridging Agility and Performance in Elastic Distributed Storage},
    booktitle = {Proc. of the 12th USENIX FAST},
    year = {2014},
    isbn = {ISBN 978-1-931971-08-9},
    location = {Santa Clara, CA},
    pages = {243-255},
    publisher = {USENIX},
    address = {Berkeley, CA}
}

@techreport{tetrischedTR,
    Author = { Alexey Tumanov and Timothy Zhu and Michael A. Kozuch and 
               Mor Harchol-Balter and Gregory R. Ganger },
    Title = {{T}etri{S}ched: Space-Time Scheduling for Heterogeneous Datacenters},
    Institution = {Carnegie Mellon University},
    Year = {2013},
    Month = {Dec},
    URL = {http://www.pdl.cmu.edu/PDL-FTP/CloudComputing/CMU-PDL-13-112_abs.shtml},
    Number = {CMU-PDL-13-112},
}

@inproceedings{atumanov-sfma13,
    author = {Alexey Tumanov and Joshua Wise and Onur Mutlu and Gregory R. Ganger},
    title = {Asymmetry-aware execution placement on manycore chips},
    booktitle = {Proc. of the 3rd Workshop on Systems for 
                 Future Multicore Architectures (SFMA'13)},
    series = {SFMA '13},
    year = {2013},
    location = {Prague, Czech Republic},
}

@inproceedings{alsched-socc12,
    author = {Alexey Tumanov and James Cipar and Michael A. Kozuch and 
              Gregory R. Ganger},
    title = {{a}lsched: algebraic scheduling of mixed workloads in heterogeneous clouds},
    booktitle = {Proc. of the 3rd ACM Symposium on Cloud Computing},
    series = {SOCC '12},
    year = {2012},
    location = {San Jose, CA},
    Publisher = {ACM},
}

@inproceedings{gtrace-socc12,
 author     = {Charles Reiss and Alexey Tumanov and Gregory R. Ganger and
            Randy H. Katz and Michael A. Kozuch},
 title      = {Heterogeneity and Dynamicity of Clouds at Scale: {G}oogle Trace
          Analysis},
 booktitle  = {Proc. of the 3nd ACM Symposium on Cloud Computing},
 series     = {SOCC '12},
 year       = {2012},
 location   = {San Jose, CA},
}

@inproceedings{BryantEurosys11,
  author =       "Roy Bryant and Alexey Tumanov and Olga Irzak and 
                  Adin Scannell and Kaustubh Joshi and Matti Hiltunen
                  and H. Andr\'es Lagar-Cavilla and Eyal de Lara",
  title =        "{Kaleidoscope: Cloud Micro-Elasticity via VM State Coloring}",
  booktitle =    "{Proc. of Eurosys 2011}",
  address =      "{Salzburg, Austria}",
  month =        apr,
  year =         2011
}

@INPROCEEDINGS{Tumanov-ieeevr07,
  author={Alexey Tumanov and Robert Allison and Wolfgang Stuerzlinger},
  booktitle={Proc. of IEEE Virtual Reality Conference, 2007.},
  series = {IEEE VR'2007},
  title={Variability-Aware Latency Amelioration in Distributed Environments},
  year={2007},
  month={March},
  volume={},
  number={},
  pages={123--130},
  location={Charlotte, NC},
  doi={10.1109/VR.2007.352472},
}

@mastersthesis{Tumanov-mscthesis,
  author = {Alexey Tumanov},
  title = {Variability-aware latency amelioration in distributed interactive
           virtual environments},
  school = {York University},
  address = {Toronto, Canada},
  year = {2006},
  month = {April},
}

@article{gpu-vliw-scheduler,
  author    = {Paras Jain and
               Xiangxi Mo and
               Ajay Jain and
               Alexey Tumanov and
               Joseph E. Gonzalez and
               Ion Stoica},
  title     = {The OoO {VLIW} {JIT} Compiler for {GPU} Inference},
  journal   = {CoRR},
  volume    = {abs/1901.10008},
  year      = {2019},
  url       = {http://arxiv.org/abs/1901.10008},
  archivePrefix = {arXiv},
  eprint    = {1901.10008},
  timestamp = {Sat, 02 Feb 2019 16:56:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1901-10008},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@techreport{jamaisvu-tr201609,
    author = {Alexey Tumanov and Angela Jiang and Jun Woo Park and 
              Michael A. Kozuch and Gregory R. Ganger},
    title = {{JamaisVu: Robust Scheduling with Auto-Estimated Job Runtimes}},
    institution = {{Carnegie Mellon University}},
    year = {2016},
    month = {September},
    number = {CMU-PDL-16-104}
}