@inproceedings {264840, author = {Liana V. Rodriguez and Farzana Yusuf and Steven Lyons and Eysler Paz and Raju Rangaswami and Jason Liu and Ming Zhao and Giri Narasimhan}, title = {Learning Cache Replacement with {CACHEUS}}, booktitle = {19th USENIX Conference on File and Storage Technologies (FAST 21)}, year = {2021}, isbn = {978-1-939133-20-5}, pages = {341--354}, url = {https://www.usenix.org/conference/fast21/presentation/rodriguez}, publisher = {USENIX Association}, month = feb } @inproceedings {234813, author = {Yitao Chen and Kaiqi Zhao and Baoxin Li and Ming Zhao}, title = {Exploring the Use of Synthetic Gradients for Distributed Deep Learning across Cloud and Edge Resources}, booktitle = {2nd USENIX Workshop on Hot Topics in Edge Computing (HotEdge 19)}, year = {2019}, address = {Renton, WA}, url = {https://www.usenix.org/conference/hotedge19/presentation/chen}, publisher = {USENIX Association}, month = jul } @inproceedings {232979, author = {Saman Biookaghazadeh and Yitao Chen and Kaiqi Zhao and Ming Zhao}, title = {{KnowledgeNet}: Disaggregated and Distributed Training and Serving of Deep Neural Networks}, booktitle = {2019 USENIX Conference on Operational Machine Learning (OpML 19)}, year = {2019}, isbn = {978-1-939133-00-7}, address = {Santa Clara, CA}, pages = {47--49}, url = {https://www.usenix.org/conference/opml19/presentation/biookaghazadeh}, publisher = {USENIX Association}, month = may } @inproceedings {234994, author = {Qirui Yang and Runyu Jin and Ming Zhao}, title = {{SmartDedup}: Optimizing Deduplication for Resource-constrained Devices}, booktitle = {2019 USENIX Annual Technical Conference (USENIX ATC 19)}, year = {2019}, isbn = {978-1-939133-03-8}, address = {Renton, WA}, pages = {633--646}, url = {https://www.usenix.org/conference/atc19/presentation/yang-qirui}, publisher = {USENIX Association}, month = jul } @inproceedings {216801, author = {Saman Biookaghazadeh and Ming Zhao and Fengbo Ren}, title = {Are {FPGAs} Suitable for Edge Computing?}, booktitle = {USENIX Workshop on Hot Topics in Edge Computing (HotEdge 18)}, year = {2018}, address = {Boston, MA}, url = {https://www.usenix.org/conference/hotedge18/presentation/biookaghazadeh}, publisher = {USENIX Association}, month = jul } @inproceedings {216890, author = {Giuseppe Vietri and Liana V. Rodriguez and Wendy A. Martinez and Steven Lyons and Jason Liu and Raju Rangaswami and Ming Zhao and Giri Narasimhan}, title = {Driving Cache Replacement with {ML-based} {LeCaR}}, booktitle = {10th USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage 18)}, year = {2018}, address = {Boston, MA}, url = {https://www.usenix.org/conference/hotstorage18/presentation/vietri}, publisher = {USENIX Association}, month = jul } @inproceedings {194450, author = {Wenji Li and Gregory Jean-Baptise and Juan Riveros and Giri Narasimhan and Tony Zhang and Ming Zhao}, title = {{CacheDedup}: In-line Deduplication for Flash Caching}, booktitle = {14th USENIX Conference on File and Storage Technologies (FAST 16)}, year = {2016}, isbn = {978-1-931971-28-7}, address = {Santa Clara, CA}, pages = {301--314}, url = {https://www.usenix.org/conference/fast16/technical-sessions/presentation/li-wenji}, publisher = {USENIX Association}, month = feb } @inproceedings {194458, author = {Dulcardo Arteaga and Jorge Cabrera and Jing Xu and Swaminathan Sundararaman and Ming Zhao}, title = {{CloudCache}: On-demand Flash Cache Management for Cloud Computing}, booktitle = {14th USENIX Conference on File and Storage Technologies (FAST 16)}, year = {2016}, isbn = {978-1-931971-28-7}, address = {Santa Clara, CA}, pages = {355--369}, url = {https://www.usenix.org/conference/fast16/technical-sessions/presentation/arteaga}, publisher = {USENIX Association}, month = feb } @inproceedings {188448, author = {Jiangpeng Li and Kai Zhao and Xuebin Zhang and Jun Ma and Ming Zhao and Tong Zhang}, title = {How Much Can Data Compressibility Help to Improve {NAND} Flash Memory Lifetime?}, booktitle = {13th USENIX Conference on File and Storage Technologies (FAST 15)}, year = {2015}, isbn = {978-1-931971-201}, address = {Santa Clara, CA}, pages = {227--240}, url = {https://www.usenix.org/conference/fast15/technical-sessions/presentation/li}, publisher = {USENIX Association}, month = feb } @inproceedings {179415, author = {Yiqi Xu and Ming Zhao}, title = {Two-level Throughput and Latency {IO} Control for Parallel File Systems}, booktitle = {8th International Workshop on Feedback Computing (Feedback Computing 13)}, year = {2013}, address = {San Jose, CA}, url = {https://www.usenix.org/conference/feedbackcomputing13/workshop-program/presentation/xu}, publisher = {USENIX Association}, month = jun } @inproceedings {180727, author = {Ricardo Koller and Leonardo Marmol and Raju Rangaswami and Swaminathan Sundararaman and Nisha Talagala and Ming Zhao}, title = {Write Policies for Host-side Flash Caches}, booktitle = {11th USENIX Conference on File and Storage Technologies (FAST 13)}, year = {2013}, isbn = {978-1-931971-99-7}, address = {San Jose, CA}, pages = {45--58}, url = {https://www.usenix.org/conference/fast13/technical-sessions/presentation/koller}, publisher = {USENIX Association}, month = feb }