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Biblio
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Filters: Author is Mosharaf Chowdhury [Clear All Filters]
Vulcan: Automatic Query Planning for Live ML Analytics. 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24). :1385--1402.
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2024. AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models. 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 23). :817--831.
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2023. ModelKeeper: Accelerating DNN Training via Automated Training Warmup. 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23). :769--785.
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2023. Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training. 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23). :119--139.
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2023. Hydra : Resilient and Highly Available Remote Memory. 20th USENIX Conference on File and Storage Technologies (FAST 22). :181--198.
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2022. Justitia: Software Multi-Tenancy in Hardware Kernel-Bypass Networks. 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI 22). :1307--1326.
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2022. Oort: Efficient Federated Learning via Guided Participant Selection. 15th {USENIX} Symposium on Operating Systems Design and Implementation ({OSDI} 21). :19--35.
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2021. Ship Compute or Ship Data? Why Not Both? 18th USENIX Symposium on Networked Systems Design and Implementation (NSDI 21). :633--651.
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2021. Effectively Prefetching Remote Memory with Leap. 2020 USENIX Annual Technical Conference (USENIX ATC 20). :843--857.
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2020. Near-Optimal Latency Versus Cost Tradeoffs in Geo-Distributed Storage . 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20). :157--180.
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2020. Sol: Fast Distributed Computation Over Slow Networks . 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20). :273--288.
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2020. Tiresias: A GPU Cluster Manager for Distributed Deep Learning. 16th USENIX Symposium on Networked Systems Design and Implementation (NSDI 19). :485--500.
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2019. Dynamic Query Re-Planning using QOOP. 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18). :253--267.
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2018. Monarch: Gaining Command on Geo-Distributed Graph Analytics. 10th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 18).
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2018. To Relay or Not to Relay for Inter-Cloud Transfers? 10th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 18).
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2018. Efficient Memory Disaggregation with Infiniswap. 14th USENIX Symposium on Networked Systems Design and Implementation (NSDI 17). :649--667.
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2017. Altruistic Scheduling in Multi-Resource Clusters. 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16). :65--80.
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2016. EC-Cache: Load-Balanced, Low-Latency Cluster Caching with Online Erasure Coding. 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16). :401--417.
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2016. HUG: Multi-Resource Fairness for Correlated and Elastic Demands. 13th USENIX Symposium on Networked Systems Design and Implementation (NSDI 16). :407--424.
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2016. A Case for Performance-Centric Network Allocation. 4th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 12).
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2012. Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing. 9th USENIX Symposium on Networked Systems Design and Implementation (NSDI 12). :15--28.
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2012. Spark: Cluster Computing with Working Sets. 2nd USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 10).
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