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Breakfast of champions: towards zero-copy serialization with NIC scatter-gather

Authors:

Deepti Raghavan,

Irene ZhangAuthors Info & Claims

HotOS '21: Proceedings of the Workshop on Hot Topics in Operating Systems

Pages 199 - 205

https://doi.org/10.1145/3458336.3465287

Published: 03 June 2021 Publication History

Abstract

Microsecond I/O will make data serialization a major bottleneck for datacenter applications. Serialization is fundamentally about data movement: serialization libraries coalesce and flatten in-memory data structures into a single transmittable buffer. CPU-based serialization approaches will hit a performance limit due to data movement overheads and be unable to keep up with modern networks.

We observe that widely deployed NICs possess scatter-gather capabilities that can be re-purposed to accelerate serialization's core task of coalescing and flattening in-memory data structures. It is possible to build a completely zero-copy, zero-allocation serialization library with commodity NICs. Doing so introduces many research challenges, including using the hardware capabilities efficiently for a wide variety of non-uniform data structures, making application memory available for zero-copy I/O, and ensuring memory safety.

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Cited By

Kolokasis IEvdorou GAkram SKozanitis CPapagiannis AZakkak FPratikakis PBilas A(2024)TeraHeap: Exploiting Flash Storage for Mitigating DRAM Pressure in Managed Big Data FrameworksACM Transactions on Programming Languages and Systems10.1145/370059346:4(1-37)Online publication date: 15-Oct-2024
https://dl.acm.org/doi/10.1145/3700593
Qi SMonis LZeng ZWang IRamakrishnan K(2024)SPRIGHT: High-Performance eBPF-Based Event-Driven, Shared-Memory Processing for Serverless ComputingIEEE/ACM Transactions on Networking10.1109/TNET.2024.336656132:3(2539-2554)Online publication date: Jun-2024
https://doi.org/10.1109/TNET.2024.3366561
Kamath APeter S(2024) (MC) 2 : Lazy MemCopy at the Memory Controller 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA)10.1109/ISCA59077.2024.00084(1112-1128)Online publication date: 29-Jun-2024
https://doi.org/10.1109/ISCA59077.2024.00084
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Index Terms

Breakfast of champions: towards zero-copy serialization with NIC scatter-gather
1. Networks
  1. Network architectures
    1. Programming interfaces

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Published In

cover image ACM Conferences

HotOS '21: Proceedings of the Workshop on Hot Topics in Operating Systems

June 2021

251 pages

ISBN:9781450384384

DOI:10.1145/3458336

General Chair:
Sebastian Angel
University of Pennsylvania
,
Program Chairs:
Baris Kasikci
University of Michigan
,
Eddie Kohler
Harvard University

Copyright © 2021 Owner/Author.

This work is licensed under a Creative Commons Attribution International 4.0 License.

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SIGOPS: ACM Special Interest Group on Operating Systems

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Association for Computing Machinery

New York, NY, United States

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Published: 03 June 2021

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HotOS '21: Workshop on Hot Topics in Operating Systems

June 1 - 3, 2021

Michigan, Ann Arbor

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Cited By

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https://dl.acm.org/doi/10.1145/3700593
Qi SMonis LZeng ZWang IRamakrishnan K(2024)SPRIGHT: High-Performance eBPF-Based Event-Driven, Shared-Memory Processing for Serverless ComputingIEEE/ACM Transactions on Networking10.1109/TNET.2024.336656132:3(2539-2554)Online publication date: Jun-2024
https://doi.org/10.1109/TNET.2024.3366561
Kamath APeter S(2024) (MC) 2 : Lazy MemCopy at the Memory Controller 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA)10.1109/ISCA59077.2024.00084(1112-1128)Online publication date: 29-Jun-2024
https://doi.org/10.1109/ISCA59077.2024.00084
Seemakhupt KStephens BKhan SLiu SWassel HYeganeh SSnoeren AKrishnamurthy ACuller DLevy HDruschel PKaufmann AMace JFlinn JSeltzer M(2023)A Cloud-Scale Characterization of Remote Procedure CallsProceedings of the 29th Symposium on Operating Systems Principles10.1145/3600006.3613156(498-514)Online publication date: 23-Oct-2023
https://dl.acm.org/doi/10.1145/3600006.3613156
Kumar ASivasubramaniam AZhu T(2023)SplitRPC: A {Control + Data} Path Splitting RPC Stack for ML Inference ServingProceedings of the ACM on Measurement and Analysis of Computing Systems10.1145/35899747:2(1-26)Online publication date: 22-May-2023
https://dl.acm.org/doi/10.1145/3589974
Krakowski FRuhland FSchöttner M(2023)High-Performance Object Serialization based on Ahead-of-Time Schema Generation2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)10.1109/TrustCom60117.2023.00335(2378-2385)Online publication date: 1-Nov-2023
https://doi.org/10.1109/TrustCom60117.2023.00335
Zhang TZhou HHuang CTian CZhang WWang XWang YAbdelmoniem ATan MDou WChen G(2023)Achieving Zero-copy Serialization for Datacenter RPC2023 IEEE International Performance, Computing, and Communications Conference (IPCCC)10.1109/IPCCC59175.2023.10253859(304-312)Online publication date: 17-Nov-2023
https://doi.org/10.1109/IPCCC59175.2023.10253859
Gao YShi XLin HZhang HWu HLi RYang MLiu AMuccini H(2023)An Empirical Study on Quality Issues of Deep Learning PlatformProceedings of the 45th International Conference on Software Engineering: Software Engineering in Practice10.1109/ICSE-SEIP58684.2023.00052(455-466)Online publication date: 17-May-2023
https://dl.acm.org/doi/10.1109/ICSE-SEIP58684.2023.00052
Cao SDi Girolamo SHoefler T(2022)Accelerating Data Serialization/Deserialization Protocols with In-Network Compute2022 IEEE/ACM International Workshop on Exascale MPI (ExaMPI)10.1109/ExaMPI56604.2022.00008(22-30)Online publication date: Nov-2022
https://doi.org/10.1109/ExaMPI56604.2022.00008

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