Leveraging Micro-Services for Ultra-Low Latency: An Optimization Model for Service Function Chains Placement

被引:3
|
作者
Magnouche, Hichem [1 ]
Doyen, Guillaume [2 ]
Prodhon, Caroline [1 ]
机构
[1] Univ Technol Troyes, LIST3N, Troyes, France
[2] IMT Atlantique, OCIF IRISA, UMR CNRS 6074, Rennes, France
关键词
micro-services; Placement and Routing; Optimization; Orchestration;
D O I
10.1109/NetSoft54395.2022.9844040
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
The evolution of the Internet tends toward ever requiring lower latency services. Cloud robotics or drone piloting are service use-cases in which the latency of traffic cannot exceed a few milliseconds. Reducing the latency can be achieved through several means, and micro-services deployed over virtual infrastructures appears as a promising way by enabling service chain reductions, micro-function mutualization and parallelism. However, the placement and routing of such components appears as an harder task to achieve as compared to monolithic approaches of the state of the art. Consequently, we propose in this paper a comprehensive optimization model in charge of placing micro-services in a virtualized network infrastructure, under ultra-low latency constraints while preserving resource consumption. By challenging our model with several realistic scenarios in terms of topology and service function chains (SFC), we demonstrate to what extent it improves the overall performance of SFC by especially minimizing the gap between the expected latency and the actual one, as compared to several competitors, thus making it a well-fitted approach for ultra-low latency services.
引用
收藏
页码:198 / 206
页数:9
相关论文
共 32 条
  • [1] A Fair Sharing Approach for Micro-Services Function Chains Placement in Ultra-Low Latency Services
    Magnouche, Hichem
    Doyen, Guillaume
    Prodhon, Caroline
    [J]. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2024, 21 (01): : 20 - 34
  • [2] Scheduling Service Function Chains for Ultra-Low Latency Network Services
    Alameddine, Hyame Assem
    Qu, Long
    Assi, Chadi
    [J]. 2017 13TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT (CNSM), 2017,
  • [3] A Lightweight Heuristic for Micro-services Placement and Chaining in Low Latency Services
    Magnouche, Hichem
    Doyen, Guillaume
    Prodhon, Caroline
    [J]. 2023 19TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT, CNSM, 2023,
  • [4] Optimal Placement of Micro-services Chains in a Fog Infrastructure
    Canali, Claudia
    Di Modica, Giuseppe
    Lancellotti, Riccardo
    Scotece, Domenico
    [J]. PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND SERVICES SCIENCE (CLOSER), 2022, : 199 - 206
  • [5] Multi-Objective Scheduling of Micro-Services for Optimal Service Function Chains
    Bhamare, Deval
    Samaka, Mohammed
    Erbad, Aiman
    Jain, Raj
    Gupta, Lav
    Chan, H. Anthony
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2017,
  • [6] Service function chaining to support ultra-low latency communication in NFV
    Erbati, Mohammad Mohammadi
    Tajiki, Mohammad Mandi
    Keshvari, Faramarz
    Schiele, Gregor
    [J]. 2022 INTERNATIONAL CONFERENCE ON BROADBAND COMMUNICATIONS FOR NEXT GENERATION NETWORKS AND MULTIMEDIA APPLICATIONS (COBCOM), 2022,
  • [7] Service Function Chaining to Support Ultra-Low Latency Communication in NFV
    Erbati, Mohammad Mohammadi
    Tajiki, Mohammad Mahdi
    Schiele, Gregor
    [J]. ELECTRONICS, 2023, 12 (18)
  • [8] A Validated Performance Model for Micro-services Placement in Fog Systems
    Canali C.
    Di Modica G.
    Lancellotti R.
    Rossi S.
    Scotece D.
    [J]. SN Computer Science, 4 (4)
  • [9] Ultra-low Latency NFV Services Using DPDK
    Lai, Leonardo
    Ara, Gabriele
    Cucinotta, Tommaso
    Kondepu, Koteswararao
    Valcarenghi, Luca
    [J]. 2021 IEEE CONFERENCE ON NETWORK FUNCTION VIRTUALIZATION AND SOFTWARE DEFINED NETWORKS (IEEE NFV-SDN), 2021, : 8 - 14
  • [10] Ultra-low Latency Service Provision in Edge Computing
    Luo, Jie
    Deng, Xiaoheng
    Zhang, Honggang
    Qi, Huamei
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2018,