Biblio

Mahajan K, Chu C-H, Sridharan S, Akella A.  2023.  Better Together: Jointly Optimizing ML Collective Scheduling and Execution Planning using SYNDICATE. 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23). :809--824.

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Lin J, Cardoza A, Khan T, Ro Y, Stephens BE, Wassel H, Akella A.  2023.  RingLeader: Efficiently Offloading Intra-Server Orchestration to NICs. 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23). :1293--1308.

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Zheng P, Pan R, Khan T, Venkataraman S, Akella A.  2023.  Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning. 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23). :703--723.

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Lao CL, Le Y, Mahajan K, Chen Y, Wu W, Akella A, Swift M.  2021.  ATP: In-network Aggregation for Multi-tenant Learning. 18th USENIX Symposium on Networked Systems Design and Implementation (NSDI 21). :741--761.

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Abhashkumar A, Subramanian K, Andreyev A, Kim H, Salem NKishore, Yang J, Lapukhov P, Akella A, Zeng H.  2021.  Running BGP in Data Centers at Scale. 18th USENIX Symposium on Networked Systems Design and Implementation (NSDI 21). :65--81.

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Grandl R, Singhvi A, Viswanathan R, Akella A.  2021.  Whiz: Data-Driven Analytics Execution. 18th USENIX Symposium on Networked Systems Design and Implementation (NSDI 21). :407--423.

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Zhang K, Zhuo D, Akella A, Krishnamurthy A, Wang X.  2020.  Automated Verification of Customizable Middlebox Properties with Gravel . 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20). :221--239.

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Yousefi F, Abhashkumar A, Subramanian K, Hans K, Ghorbani S, Akella A.  2020.  Liveness Verification of Stateful Network Functions . 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20). :257--272.

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Lin J, Patel K, Stephens BE, Sivaraman A, Akella A.  2020.  PANIC: A High-Performance Programmable NIC for Multi-tenant Networks. 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20). :243--259.

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Mahajan K, Balasubramanian A, Singhvi A, Venkataraman S, Akella A, Phanishayee A, Chawla S.  2020.  Themis: Fair and Efficient GPU Cluster Scheduling . 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20). :289--304.

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Abhashkumar A, Gember-Jacobson A, Akella A.  2020.  Tiramisu: Fast Multilayer Network Verification . 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20). :201-219.

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Kumar A, Balasubramanian A, Venkataraman S, Akella A.  2019.  Accelerating Deep Learning Inference via Freezing. 11th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 19).

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Khalid J, Akella A.  2019.  Correctness and Performance for Stateful Chained Network Functions. 16th USENIX Symposium on Networked Systems Design and Implementation (NSDI 19). :501--516.

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Duplyakin D, Ricci R, Maricq A, Wong G, Duerig J, Eide E, Stoller L, Hibler M, Johnson D, Webb K et al..  2019.  The Design and Operation of CloudLab. 2019 USENIX Annual Technical Conference (USENIX ATC 19). :1--14.

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Stephens B, Akella A, Swift M.  2019.  Loom: Flexible and Efficient NIC Packet Scheduling. 16th USENIX Symposium on Networked Systems Design and Implementation (NSDI 19). :33--46.

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Mahajan K, Chowdhury M, Akella A, Chawla S.  2018.  Dynamic Query Re-Planning using QOOP. 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18). :253--267.

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Khalid J, Rozner E, Felter W, Xu C, Rajamani K, Ferreira A, Akella A.  2018.  Iron: Isolating Network-based CPU in Container Environments. 15th USENIX Symposium on Networked Systems Design and Implementation (NSDI 18). :313--328.

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Iyer APadmanabha, Panda A, Chowdhury M, Akella A, Shenker S, Stoica I.  2018.  Monarch: Gaining Command on Geo-Distributed Graph Analytics. 10th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 18).

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Stephens B, Singhvi A, Akella A, Swift M.  2017.  Titan: Fair Packet Scheduling for Commodity Multiqueue NICs. 2017 USENIX Annual Technical Conference (USENIX ATC 17). :431--444.

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Grandl R, Chowdhury M, Akella A, Ananthanarayanan G.  2016.  Altruistic Scheduling in Multi-Resource Clusters. 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16). :65--80.

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Viswanathan R, Ananthanarayanan G, Akella A.  2016.  CLARINET: WAN-Aware Optimization for Analytics Queries. 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16). :435--450.

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Liu HHarry, Viswanathan R, Calder M, Akella A, Mahajan R, Padhye J, Zhang M.  2016.  Efficiently Delivering Online Services over Integrated Infrastructure. 13th USENIX Symposium on Networked Systems Design and Implementation (NSDI 16). :77--90.

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Grandl R, Kandula S, Rao S, Akella A, Kulkarni J.  2016.  GRAPHENE: Packing and Dependency-Aware Scheduling for Data-Parallel Clusters. 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16). :81--97.

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Khalid J, Gember-Jacobson A, Michael R, Abhashkumar A, Akella A.  2016.  Paving the Way for NFV: Simplifying Middlebox Modifications Using StateAlyzr. 13th USENIX Symposium on Networked Systems Design and Implementation (NSDI 16). :239--253.

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Gember A, Dragga C, Akella A.  2012.  ECOS: Practical Mobile Application Offloading for Enterprises. 2nd USENIX Workshop on Hot Topics in Management of Internet, Cloud, and Enterprise Networks and Services (Hot-ICE 12).

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