research-article

INCA: in-network compute assistance

Authors:

Whit Schonbein,

Matthew G. F. Dosanjh,

Dorian ArnoldAuthors Info & Claims

SC '19: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis

Article No.: 54, Pages 1 - 13

https://doi.org/10.1145/3295500.3356153

Published: 17 November 2019 Publication History

Abstract

Current proposals for in-network data processing operate on data as it streams through a network switch or endpoint. Since compute resources must be available when data arrives, these approaches provide deadline-based models of execution. This paper introduces a deadline-free general compute model for network endpoints called INCA: In-Network Compute Assistance. INCA builds upon contemporary NIC offload capabilities to provide on-NIC, deadline-free, general-purpose compute capacities that can be utilized when the network is inactive. We demonstrate INCA is Turing complete, and provide a detailed design for extending existing hardware to support this model. We evaluate runtimes for a selection of kernels, including several optimizations, and show INCA can provide up to a 11% speedup for applications with minimal code modifications and between 25% to 37% when applications are optimized for INCA.

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Cited By

Graham RBosilca GQin YSettlemyer BShainer GStunkel CVallee GWilliams BCisneros-Stoianowski GOhlmann SRampp M(2024)Optimizing Application Performance with BlueField: Accelerating Large-Message Blocking and Nonblocking Collective OperationsISC High Performance 2024 Research Paper Proceedings (39th International Conference)10.23919/ISC.2024.10528935(1-12)Online publication date: May-2024
https://doi.org/10.23919/ISC.2024.10528935
Haghi PTan CGuo AWu CLiu DLi ASkjellum AGeng THerbordt M(2024)SmartFuse: Reconfigurable Smart Switches to Accelerate Fused Collectives in HPC ApplicationsProceedings of the 38th ACM International Conference on Supercomputing10.1145/3650200.3656616(413-425)Online publication date: 30-May-2024
https://dl.acm.org/doi/10.1145/3650200.3656616
Schonbein WMatsika TGrant R(2024)Smart Network Traffic Prediction for Scientific Applications2024 32nd Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP)10.1109/PDP62718.2024.00022(108-115)Online publication date: 20-Mar-2024
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Index Terms

INCA: in-network compute assistance
1. Networks
2. Software and its engineering
  1. Software organization and properties
    1. Contextual software domains
      1. Software infrastructure
        Middleware
        Message oriented middleware

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cover image ACM Conferences

SC '19: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis

November 2019

1921 pages

ISBN:9781450362290

DOI:10.1145/3295500

General Chair:
Michela Taufer,
Program Chairs:
Pavan Balaji,
Antonio J. Peña

Copyright © 2019 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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Published: 17 November 2019

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SC '19: The International Conference for High Performance Computing, Networking, Storage, and Analysis

November 17 - 19, 2019

Colorado, Denver

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Cited By

Graham RBosilca GQin YSettlemyer BShainer GStunkel CVallee GWilliams BCisneros-Stoianowski GOhlmann SRampp M(2024)Optimizing Application Performance with BlueField: Accelerating Large-Message Blocking and Nonblocking Collective OperationsISC High Performance 2024 Research Paper Proceedings (39th International Conference)10.23919/ISC.2024.10528935(1-12)Online publication date: May-2024
https://doi.org/10.23919/ISC.2024.10528935
Haghi PTan CGuo AWu CLiu DLi ASkjellum AGeng THerbordt M(2024)SmartFuse: Reconfigurable Smart Switches to Accelerate Fused Collectives in HPC ApplicationsProceedings of the 38th ACM International Conference on Supercomputing10.1145/3650200.3656616(413-425)Online publication date: 30-May-2024
https://dl.acm.org/doi/10.1145/3650200.3656616
Schonbein WMatsika TGrant R(2024)Smart Network Traffic Prediction for Scientific Applications2024 32nd Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP)10.1109/PDP62718.2024.00022(108-115)Online publication date: 20-Mar-2024
https://doi.org/10.1109/PDP62718.2024.00022
De Sensi DCosta Molero EDi Girolamo SVanbever LHoefler T(2024)CanaryFuture Generation Computer Systems10.1016/j.future.2023.10.010152:C(70-82)Online publication date: 4-Mar-2024
https://dl.acm.org/doi/10.1016/j.future.2023.10.010
Chrapek MKhalilov MHoefler TMohror KArnold DBadia R(2023)HEAR: Homomorphically Encrypted AllreduceProceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis10.1145/3581784.3607099(1-17)Online publication date: 12-Nov-2023
https://dl.acm.org/doi/10.1145/3581784.3607099
Guo AHao YWu CHaghi PPan ZSi MTao DLi AHerbordt MGeng TGallivan KNikolopoulos DBeivide RGallopoulos E(2023)Software-Hardware Co-design of Heterogeneous SmartNIC System for Recommendation Models Inference and TrainingProceedings of the 37th International Conference on Supercomputing10.1145/3577193.3593724(336-347)Online publication date: 21-Jun-2023
https://dl.acm.org/doi/10.1145/3577193.3593724
Oliveira RGavrilovska A(2023)Comprex: In-Network Compression for Accelerating IoT Analytics at ScaleIEEE Micro10.1109/MM.2023.334349844:2(20-30)Online publication date: 15-Dec-2023
https://dl.acm.org/doi/10.1109/MM.2023.3343498
Williams BChen YPoole WPoole S(2023)Exploring Challenges Associated with Employing SmartNICs as General-Purpose HPC Accelerators2023 IEEE High Performance Extreme Computing Conference (HPEC)10.1109/HPEC58863.2023.10363618(1-7)Online publication date: 25-Sep-2023
https://doi.org/10.1109/HPEC58863.2023.10363618
Oliveira RGavrilovska A(2023)In-Network Compression for Accelerating IoT Analytics at Scale2023 IEEE Symposium on High-Performance Interconnects (HOTI)10.1109/HOTI59126.2023.00017(15-24)Online publication date: Aug-2023
https://doi.org/10.1109/HOTI59126.2023.00017
Karamati SHughes CHemmert KGrant RSchonbein WLevy SConte TYoung JVuduc R(2022)“Smarter” NICs for faster molecular dynamics: a case study2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS)10.1109/IPDPS53621.2022.00063(583-594)Online publication date: May-2022
https://doi.org/10.1109/IPDPS53621.2022.00063
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