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@article{DBLP:journals/sigops/BirmanHS19,
  author       = {Ken Birman and
                  Bharath Hariharan and
                  Christopher De Sa},
  title        = {Cloud-Hosted Intelligence for Real-time IoT Applications},
  journal      = {{ACM} {SIGOPS} Oper. Syst. Rev.},
  volume       = {53},
  number       = {1},
  pages        = {7--13},
  year         = {2019},
  url          = {https://doi.org/10.1145/3352020.3352023},
  doi          = {10.1145/3352020.3352023},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigops/BirmanHS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sigops/ColemanKNNZZBOR19,
  author       = {Cody Coleman and
                  Daniel Kang and
                  Deepak Narayanan and
                  Luigi Nardi and
                  Tian Zhao and
                  Jian Zhang and
                  Peter Bailis and
                  Kunle Olukotun and
                  Christopher R{\'{e}} and
                  Matei Zaharia},
  title        = {Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance
                  Benchmark},
  journal      = {{ACM} {SIGOPS} Oper. Syst. Rev.},
  volume       = {53},
  number       = {1},
  pages        = {14--25},
  year         = {2019},
  url          = {https://doi.org/10.1145/3352020.3352024},
  doi          = {10.1145/3352020.3352024},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigops/ColemanKNNZZBOR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sigops/DuIS19,
  author       = {Yifan Du and
                  Val{\'{e}}rie Issarny and
                  Fran{\c{c}}oise Sailhan},
  title        = {When the Power of the Crowd Meets the Intelligence of the Middleware:
                  The Mobile Phone Sensing Case},
  journal      = {{ACM} {SIGOPS} Oper. Syst. Rev.},
  volume       = {53},
  number       = {1},
  pages        = {85--90},
  year         = {2019},
  url          = {https://doi.org/10.1145/3352020.3352033},
  doi          = {10.1145/3352020.3352033},
  timestamp    = {Mon, 28 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigops/DuIS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sigops/GanZHCHPD19,
  author       = {Yu Gan and
                  Yanqi Zhang and
                  Kelvin Hu and
                  Dailun Cheng and
                  Yuan He and
                  Meghna Pancholi and
                  Christina Delimitrou},
  title        = {Leveraging Deep Learning to Improve Performance Predictability in
                  Cloud Microservices with Seer},
  journal      = {{ACM} {SIGOPS} Oper. Syst. Rev.},
  volume       = {53},
  number       = {1},
  pages        = {34--39},
  year         = {2019},
  url          = {https://doi.org/10.1145/3352020.3352026},
  doi          = {10.1145/3352020.3352026},
  timestamp    = {Fri, 11 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigops/GanZHCHPD19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sigops/JeongCYJSKC19,
  author       = {Eunji Jeong and
                  Sungwoo Cho and
                  Gyeong{-}In Yu and
                  Joo Seong Jeong and
                  Dongjin Shin and
                  Taebum Kim and
                  Byung{-}Gon Chun},
  title        = {Speculative Symbolic Graph Execution of Imperative Deep Learning Programs},
  journal      = {{ACM} {SIGOPS} Oper. Syst. Rev.},
  volume       = {53},
  number       = {1},
  pages        = {26--33},
  year         = {2019},
  url          = {https://doi.org/10.1145/3352020.3352025},
  doi          = {10.1145/3352020.3352025},
  timestamp    = {Tue, 14 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigops/JeongCYJSKC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sigops/KrishnanEFPSDL19,
  author       = {Sanjay Krishnan and
                  Aaron J. Elmore and
                  Michael J. Franklin and
                  John Paparrizos and
                  Zechao Shang and
                  Adam Dziedzic and
                  Rui Liu},
  title        = {Artificial Intelligence in Resource-Constrained and Shared Environments},
  journal      = {{ACM} {SIGOPS} Oper. Syst. Rev.},
  volume       = {53},
  number       = {1},
  pages        = {1--6},
  year         = {2019},
  url          = {https://doi.org/10.1145/3352020.3352022},
  doi          = {10.1145/3352020.3352022},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigops/KrishnanEFPSDL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sigops/LecuyerSVGH19,
  author       = {Mathias L{\'{e}}cuyer and
                  Riley Spahn and
                  Kiran Vodrahalli and
                  Roxana Geambasu and
                  Daniel Hsu},
  title        = {Privacy Accounting and Quality Control in the Sage Differentially
                  Private {ML} Platform},
  journal      = {{ACM} {SIGOPS} Oper. Syst. Rev.},
  volume       = {53},
  number       = {1},
  pages        = {75--84},
  year         = {2019},
  url          = {https://doi.org/10.1145/3352020.3352032},
  doi          = {10.1145/3352020.3352032},
  timestamp    = {Tue, 14 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigops/LecuyerSVGH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sigops/LiangXYZ19,
  author       = {Chieh{-}Jan Mike Liang and
                  Hui Xue and
                  Mao Yang and
                  Lidong Zhou},
  title        = {The Case for Learning-and-System Co-design},
  journal      = {{ACM} {SIGOPS} Oper. Syst. Rev.},
  volume       = {53},
  number       = {1},
  pages        = {68--74},
  year         = {2019},
  url          = {https://doi.org/10.1145/3352020.3352031},
  doi          = {10.1145/3352020.3352031},
  timestamp    = {Tue, 14 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigops/LiangXYZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sigops/MaiKLBP19,
  author       = {Luo Mai and
                  Alexandros Koliousis and
                  Guo Li and
                  Andrei{-}Octavian Brabete and
                  Peter R. Pietzuch},
  title        = {Taming Hyper-parameters in Deep Learning Systems},
  journal      = {{ACM} {SIGOPS} Oper. Syst. Rev.},
  volume       = {53},
  number       = {1},
  pages        = {52--58},
  year         = {2019},
  url          = {https://doi.org/10.1145/3352020.3352029},
  doi          = {10.1145/3352020.3352029},
  timestamp    = {Tue, 14 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigops/MaiKLBP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sigops/PeiWTWVCRJY19,
  author       = {Kexin Pei and
                  Shiqi Wang and
                  Yuchi Tian and
                  Justin Whitehouse and
                  Carl Vondrick and
                  Yinzhi Cao and
                  Baishakhi Ray and
                  Suman Jana and
                  Junfeng Yang},
  title        = {Bringing Engineering Rigor to Deep Learning},
  journal      = {{ACM} {SIGOPS} Oper. Syst. Rev.},
  volume       = {53},
  number       = {1},
  pages        = {59--67},
  year         = {2019},
  url          = {https://doi.org/10.1145/3352020.3352030},
  doi          = {10.1145/3352020.3352030},
  timestamp    = {Tue, 14 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigops/PeiWTWVCRJY19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sigops/VengerovJ19,
  author       = {David Vengerov and
                  Sesh Jalagam},
  title        = {A Machine Learning Approach to Recommending Files in a Collaborative
                  Work Environment},
  journal      = {{ACM} {SIGOPS} Oper. Syst. Rev.},
  volume       = {53},
  number       = {1},
  pages        = {46--51},
  year         = {2019},
  url          = {https://doi.org/10.1145/3352020.3352028},
  doi          = {10.1145/3352020.3352028},
  timestamp    = {Tue, 14 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigops/VengerovJ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sigops/ZhangH19,
  author       = {Yiying Zhang and
                  Yutong Huang},
  title        = {"Learned": Operating Systems},
  journal      = {{ACM} {SIGOPS} Oper. Syst. Rev.},
  volume       = {53},
  number       = {1},
  pages        = {40--45},
  year         = {2019},
  url          = {https://doi.org/10.1145/3352020.3352027},
  doi          = {10.1145/3352020.3352027},
  timestamp    = {Tue, 14 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigops/ZhangH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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