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talk.bib
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@misc{pantos2016http,
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title={{GPareto: An R Package for Gaussian-Process Based Multi-Objective Optimization and Analysis}},
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@inproceedings{alipourfard2017cherrypick,
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Big Data Analytics}},
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@inproceedings{zhang2016flash,
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doi = {10.1145/2939672.2939829},
acmid = 2939829,
publisher = {ACM},
address = {New York, NY, USA},
keywords = {automated hyperparameter tuning, bayesian optimization, data
analytic pipeline, health analytics},
}
@inproceedings{dalibard2017boat,
author = {Dalibard, Valentin and Schaarschmidt, Michael and Yoneki, Eiko},
title = {{BOAT: Building Auto-Tuners with Structured Bayesian Optimization}},
booktitle = {Proceedings of the 26th International Conference on World Wide
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series = {WWW'17},
year = {2017},
isbn = {978-1-4503-4913-0},
location = {Perth, Australia},
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numpages = {10},
url = {https://doi.org/10.1145/3038912.3052662},
doi = {10.1145/3038912.3052662},
acmid = {3052662},
publisher = {International World Wide Web Conferences Steering Committee},
address = {Republic and Canton of Geneva, Switzerland},
keywords = {auto-tuning, bayesian optimization, distributed stochastic gradient
descent, distributed systems, neural networks, probabilistic
programming},
}
@article{solnik2017bayesian,
title={{Bayesian Optimization for a Better Dessert}},
author={Solnik, Benjamin and Golovin, Daniel and Kochanski, Greg and Karro,
John Elliot and Moitra, Subhodeep and Sculley, D},
year={2017}
}
@inproceedings{challen2014mote,
title={{The mote is dead: long live the discarded smartphone!}},
author={Challen, Geoffrey and Haseley, Scott and Maiti, Anudipa and Nandugudi,
Anandatirtha and Prasad, Guru and Puri, Mukta and Wang,
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Applications},
pages={5},
year={2014},
organization={ACM}
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@inproceedings{viola2001rapid,
title={{Rapid Object Detection Using a Boosted Cascade of Simple Features}},
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ISSN={1063-6919},
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@inproceedings{hernandez2016predictive,
title={{Predictive Entropy Search for Multi-Objective Bayesian Optimization}},
author={Hern{\'a}ndez-Lobato, Daniel and Hernandez-Lobato, Jose and Shah, Amar
and Adams, Ryan},
booktitle = {Proceedings of The 33rd International Conference on Machine Learning},
pages = {1492--1501},
year = {2016},
editor = {Maria Florina Balcan and Kilian Q. Weinberger},
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month = {20--22 Jun},
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}
@inproceedings{biswas2015large,
title={{Large-scale measurements of wireless network behavior}},
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@inproceedings{andersen2016btrdb,
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@misc{amerasinghe2009h,
title={H. 264 for the rest of us},
author={Amerasinghe, Kush},
year={2009}
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@article{cisco2013zettabyte,
title={{The Zettabyte Era: Trends and Analysis}},
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@misc{global2016telegeography,
author={TeleGeography},
title={{Global Internet Geography}},
howpublished={\url{https://www.telegeography.com/research-services/global-internet-geography/}},
year={2016},
note={Accessed: 2017-04-10}
}
@article{satyanarayanan2009case,
title={{The Case for VM-based Cloudlets in Mobile Computing}},
author={Satyanarayanan, Mahadev and Bahl, Paramvir and Caceres, Ram{\'o}n and
Davies, Nigel},
journal = {IEEE Pervasive Computing},
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volume = 8,
number = 4,
month = oct,
year = 2009,
issn = {1536-1268},
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url = {http://dx.doi.org/10.1109/MPRV.2009.82},
doi = {10.1109/MPRV.2009.82},
acmid = 1638731,
publisher = {IEEE Educational Activities Department},
address = {Piscataway, NJ, USA},
keywords = {augmented reality, cognitive augmentation, cyber foraging, dynamic
VM synthesis, dynamic VM synthesis, cyber foraging, augmented
reality, cognitive augmentation, virtual machines, resource
constraints, resource constraints, virtual machines},
}
@inproceedings{bonomi2012fog,
title={{Fog Computing and Its Role in the Internet of Things}},
author={Bonomi, Flavio and Milito, Rodolfo and Zhu, Jiang and Addepalli,
Sateesh},
booktitle={Proceedings of the first edition of the MCC workshop on Mobile
cloud computing},
pages={13--16},
year={2012},
organization={ACM}
}
@inproceedings{wang2016anatomy,
title={{Anatomy of a Personalized Livestreaming System}},
author={Wang, Bolun and Zhang, Xinyi and Wang, Gang and Zheng, Haitao and
Zhao, Ben Y},
booktitle={Proceedings of the 2016 ACM on Internet Measurement Conference},
pages={485--498},
year={2016},
organization={ACM}
}
@inproceedings{kumar2015bwe,
title={BwE: Flexible, hierarchical bandwidth allocation for WAN distributed computing},
author={Kumar, Alok and Jain, Sushant and Naik, Uday and Raghuraman, Anand and Kasinadhuni, Nikhil and Zermeno, Enrique Cauich and Gunn, C Stephen and Ai, Jing and Carlin, Bj{\"o}rn and Amarandei-Stavila, Mihai and others},
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volume={45},
number={4},
pages={1--14},
year={2015},
organization={ACM}
}