@inproceedings {295623,
	author = {Yiwen Zhang and Xumiao Zhang and Ganesh Ananthanarayanan and Anand Iyer and Yuanchao Shu and Victor Bahl and Z. Morley Mao and Mosharaf Chowdhury},
	title = {Vulcan: Automatic Query Planning for Live {ML} Analytics},
	booktitle = {21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24)},
	year = {2024},
	address = {Santa Clara, CA},
	url = {https://www.usenix.org/conference/nsdi24/presentation/zhang-yiwen},
	publisher = {USENIX Association},
	month = apr
}
@inproceedings {288570,
	author = {Fan Lai and Wei Zhang and Rui Liu and William Tsai and Xiaohan Wei and Yuxi Hu and Sabin Devkota and Jianyu Huang and Jongsoo Park and Xing Liu and Zeliang Chen and Ellie Wen and Paul Rivera and Jie You and Chun-cheng Jason Chen and Mosharaf Chowdhury},
	title = {{AdaEmbed}: Adaptive Embedding for {Large-Scale} Recommendation Models},
	booktitle = {17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 23)},
	year = {2023},
	isbn = {978-1-939133-34-2},
	address = {Boston, MA},
	pages = {817--831},
	url = {https://www.usenix.org/conference/osdi23/presentation/lai},
	publisher = {USENIX Association},
	month = jul
}
@inproceedings {285169,
	author = {Fan Lai and Yinwei Dai and Harsha V. Madhyastha and Mosharaf Chowdhury},
	title = {{ModelKeeper}: Accelerating {DNN} Training via Automated Training Warmup},
	booktitle = {20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23)},
	year = {2023},
	isbn = {978-1-939133-33-5},
	address = {Boston, MA},
	pages = {769--785},
	url = {https://www.usenix.org/conference/nsdi23/presentation/lai-fan},
	publisher = {USENIX Association},
	month = apr
}
@inproceedings {285082,
	author = {Jie You and Jae-Won Chung and Mosharaf Chowdhury},
	title = {Zeus: Understanding and Optimizing {GPU} Energy Consumption of {DNN} Training},
	booktitle = {20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23)},
	year = {2023},
	isbn = {978-1-939133-33-5},
	address = {Boston, MA},
	pages = {119--139},
	url = {https://www.usenix.org/conference/nsdi23/presentation/you},
	publisher = {USENIX Association},
	month = apr
}
@inproceedings {277814,
	author = {Youngmoon Lee and Hasan Al Maruf and Mosharaf Chowdhury and Asaf Cidon and Kang G. Shin},
	title = {Hydra : Resilient and Highly Available Remote Memory},
	booktitle = {20th USENIX Conference on File and Storage Technologies (FAST 22)},
	year = {2022},
	isbn = {978-1-939133-26-7},
	address = {Santa Clara, CA},
	pages = {181--198},
	url = {https://www.usenix.org/conference/fast22/presentation/lee},
	publisher = {USENIX Association},
	month = feb
}
@inproceedings {276976,
	author = {Yiwen Zhang and Yue Tan and Brent Stephens and Mosharaf Chowdhury},
	title = {Justitia: Software {Multi-Tenancy} in Hardware {Kernel-Bypass} Networks},
	booktitle = {19th USENIX Symposium on Networked Systems Design and Implementation (NSDI 22)},
	year = {2022},
	isbn = {978-1-939133-27-4},
	address = {Renton, WA},
	pages = {1307--1326},
	url = {https://www.usenix.org/conference/nsdi22/presentation/zhang-yiwen},
	publisher = {USENIX Association},
	month = apr
}
@inproceedings {273723,
	author = {Fan Lai and Xiangfeng Zhu and Harsha V. Madhyastha and Mosharaf Chowdhury},
	title = {Oort: Efficient Federated Learning via Guided Participant Selection},
	booktitle = {15th {USENIX} Symposium on Operating Systems Design and Implementation ({OSDI} 21)},
	year = {2021},
	isbn = {978-1-939133-22-9},
	pages = {19--35},
	url = {https://www.usenix.org/conference/osdi21/presentation/lai},
	publisher = {{USENIX} Association},
	month = jul
}
@inproceedings {265033,
	author = {Jie You and Jingfeng Wu and Xin Jin and Mosharaf Chowdhury},
	title = {Ship Compute or Ship Data? Why Not Both?},
	booktitle = {18th USENIX Symposium on Networked Systems Design and Implementation (NSDI 21)},
	year = {2021},
	isbn = {978-1-939133-21-2},
	pages = {633--651},
	url = {https://www.usenix.org/conference/nsdi21/presentation/you},
	publisher = {USENIX Association},
	month = apr
}
@inproceedings {254352,
	author = {Hasan Al Maruf and Mosharaf Chowdhury},
	title = {Effectively Prefetching Remote Memory with Leap},
	booktitle = {2020 USENIX Annual Technical Conference (USENIX ATC 20)},
	year = {2020},
	isbn = {978-1-939133-14-4},
	pages = {843--857},
	url = {https://www.usenix.org/conference/atc20/presentation/al-maruf},
	publisher = {USENIX Association},
	month = jul
}
@inproceedings {246350,
	author = {Muhammed Uluyol and Anthony Huang and Ayush Goel and Mosharaf Chowdhury and Harsha V. Madhyastha},
	title = {{Near-Optimal} Latency Versus Cost Tradeoffs in {Geo-Distributed} Storage },
	booktitle = {17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20)},
	year = {2020},
	isbn = {978-1-939133-13-7},
	address = {Santa Clara, CA},
	pages = {157--180},
	url = {https://www.usenix.org/conference/nsdi20/presentation/uluyol},
	publisher = {USENIX Association},
	month = feb
}
@inproceedings {246320,
	author = {Fan Lai and Jie You and Xiangfeng Zhu and Harsha V. Madhyastha and Mosharaf Chowdhury},
	title = {Sol: Fast Distributed Computation Over Slow Networks },
	booktitle = {17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20)},
	year = {2020},
	isbn = {978-1-939133-13-7},
	address = {Santa Clara, CA},
	pages = {273--288},
	url = {https://www.usenix.org/conference/nsdi20/presentation/lai},
	publisher = {USENIX Association},
	month = feb
}
@inproceedings {227623,
	author = {Juncheng Gu and Mosharaf Chowdhury and Kang G. Shin and Yibo Zhu and Myeongjae Jeon and Junjie Qian and Hongqiang Liu and Chuanxiong Guo},
	title = {Tiresias: A {GPU} Cluster Manager for Distributed Deep Learning},
	booktitle = {16th USENIX Symposium on Networked Systems Design and Implementation (NSDI 19)},
	year = {2019},
	isbn = {978-1-931971-49-2},
	address = {Boston, MA},
	pages = {485--500},
	url = {https://www.usenix.org/conference/nsdi19/presentation/gu},
	publisher = {USENIX Association},
	month = feb
}
@inproceedings {222631,
	author = {Kshiteej Mahajan and Mosharaf Chowdhury and Aditya Akella and Shuchi Chawla},
	title = {Dynamic Query {Re-Planning} using {QOOP}},
	booktitle = {13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18)},
	year = {2018},
	isbn = {978-1-939133-08-3},
	address = {Carlsbad, CA},
	pages = {253--267},
	url = {https://www.usenix.org/conference/osdi18/presentation/mahajan},
	publisher = {USENIX Association},
	month = oct
}
@inproceedings {216859,
	author = {Anand Padmanabha Iyer and Aurojit Panda and Mosharaf Chowdhury and Aditya Akella and Scott Shenker and Ion Stoica},
	title = {Monarch: Gaining Command on {Geo-Distributed} Graph Analytics},
	booktitle = {10th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 18)},
	year = {2018},
	address = {Boston, MA},
	url = {https://www.usenix.org/conference/hotcloud18/presentation/iyer-monarch},
	publisher = {USENIX Association},
	month = jul
}
@inproceedings {216827,
	author = {Fan Lai and Mosharaf Chowdhury and Harsha Madhyastha},
	title = {To Relay or Not to Relay for {Inter-Cloud} Transfers?},
	booktitle = {10th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 18)},
	year = {2018},
	address = {Boston, MA},
	url = {https://www.usenix.org/conference/hotcloud18/presentation/lai},
	publisher = {USENIX Association},
	month = jul
}
@inproceedings {201565,
	author = {Juncheng Gu and Youngmoon Lee and Yiwen Zhang and Mosharaf Chowdhury and Kang G. Shin},
	title = {Efficient Memory Disaggregation with Infiniswap},
	booktitle = {14th USENIX Symposium on Networked Systems Design and Implementation (NSDI 17)},
	year = {2017},
	isbn = {978-1-931971-37-9},
	address = {Boston, MA},
	pages = {649--667},
	url = {https://www.usenix.org/conference/nsdi17/technical-sessions/presentation/gu},
	publisher = {USENIX Association},
	month = mar
}
@inproceedings {199388,
	author = {Robert Grandl and Mosharaf Chowdhury and Aditya Akella and Ganesh Ananthanarayanan},
	title = {Altruistic Scheduling in {Multi-Resource} Clusters},
	booktitle = {12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16)},
	year = {2016},
	isbn = {978-1-931971-33-1},
	address = {Savannah, GA},
	pages = {65--80},
	url = {https://www.usenix.org/conference/osdi16/technical-sessions/presentation/grandl_altruistic},
	publisher = {USENIX Association},
	month = nov
}
@inproceedings {199354,
	author = {K. V. Rashmi and Mosharaf Chowdhury and Jack Kosaian and Ion Stoica and Kannan Ramchandran},
	title = {{EC-Cache}: {Load-Balanced}, {Low-Latency} Cluster Caching with Online Erasure Coding},
	booktitle = {12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16)},
	year = {2016},
	isbn = {978-1-931971-33-1},
	address = {Savannah, GA},
	pages = {401--417},
	url = {https://www.usenix.org/conference/osdi16/technical-sessions/presentation/rashmi},
	publisher = {USENIX Association},
	month = nov
}
@inproceedings {194952,
	author = {Mosharaf Chowdhury and Zhenhua Liu and Ali Ghodsi and Ion Stoica},
	title = {{HUG}: {Multi-Resource} Fairness for Correlated and Elastic Demands},
	booktitle = {13th USENIX Symposium on Networked Systems Design and Implementation (NSDI 16)},
	year = {2016},
	isbn = {978-1-931971-29-4},
	address = {Santa Clara, CA},
	pages = {407--424},
	url = {https://www.usenix.org/conference/nsdi16/technical-sessions/presentation/chowdhury},
	publisher = {USENIX Association},
	month = mar
}
@inproceedings {181132,
	author = {Gautam Kumar and Mosharaf Chowdhury and Sylvia Ratnasamy and Ion Stoica},
	title = {A Case for {Performance-Centric} Network Allocation},
	booktitle = {4th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 12)},
	year = {2012},
	address = {Boston, MA},
	url = {https://www.usenix.org/conference/hotcloud12/workshop-program/presentation/kumar},
	publisher = {USENIX Association},
	month = jun
}
@inproceedings {180560,
	author = {Matei Zaharia and Mosharaf Chowdhury and Tathagata Das and Ankur Dave and Justin Ma and Murphy McCauly and Michael J. Franklin and Scott Shenker and Ion Stoica},
	title = {Resilient Distributed Datasets: A {Fault-Tolerant} Abstraction for {In-Memory} Cluster Computing},
	booktitle = {9th USENIX Symposium on Networked Systems Design and Implementation (NSDI 12)},
	year = {2012},
	isbn = {978-931971-92-8},
	address = {San Jose, CA},
	pages = {15--28},
	url = {https://www.usenix.org/conference/nsdi12/technical-sessions/presentation/zaharia},
	publisher = {USENIX Association},
	month = apr
}
@inproceedings {267386,
	author = {Matei Zaharia and Mosharaf Chowdhury and Michael J. Franklin and Scott Shenker and Ion Stoica},
	title = {Spark: Cluster Computing with Working Sets},
	booktitle = {2nd USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 10)},
	year = {2010},
	address = {Boston, MA},
	url = {https://www.usenix.org/conference/hotcloud-10/spark-cluster-computing-working-sets},
	publisher = {USENIX Association},
	month = jun
}
