HPLB: High precision load balancing based on in-band network telemetry in data center networks

被引:2
|
作者
Gao, Weimin [1 ,2 ]
Huang, Jiawei [1 ]
Jiang, Ning [1 ,2 ]
Li, Zhaoyi [1 ]
Zou, Shaojun [1 ]
He, Zhidong [1 ]
Wang, Jianxin [1 ]
机构
[1] Cent South Univ, Sch Comp Sci & Engn, Changsha 410083, Hunan, Peoples R China
[2] Hunan Inst Technol, Dept Comp Sci & Engn, Hengyang 421002, Peoples R China
基金
中国国家自然科学基金;
关键词
In-band Network Telemetry; Congestion control; Load Balancing; Data Center Networks;
D O I
10.1007/s12083-022-01381-w
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In modern data centers, the congestion-aware load balancing makes rerouting decisions according to the traffic load. However, it is difficult to accurately obtain network load status using limited congestion information. Recently, In-band Network Telemetry (INT) has been embedded in the latest merchant silicones to support information collection of realtime traffic state from network equipments. In this paper, we present High Precision Load Balancing (HPLB), which is a load balancing method based on in-band network telemetry. With INT, HPLB collects the load information of each node on the transmission path and feeds it back to the near-source switch, which then selects the forwarding path according to the leaf-to-leaf congestion information. The test results of large-scale evaluation show that, compared with ECMP, RPS, DRILL and CONGA, HPLB reduces the flow completion times by similar to 6-71% and improves link utilization by similar to 13-80%.
引用
收藏
页码:2503 / 2515
页数:13
相关论文
共 50 条
  • [21] An Approach to Tactical Network Performance Analysis with In-Band Network Telemetry and Programmable Data Planes
    Starr, Robert
    Steele, Matt
    Cheah, Jonathon
    MILCOM 2023 - 2023 IEEE MILITARY COMMUNICATIONS CONFERENCE, 2023,
  • [22] Queue length-based load balancing in data center networks
    Ahmed, Hasnain
    Arshad, Muhammad Junaid
    Muhammad, Shah
    Ahmad, Sarfraz
    Zahid, Amjad Hussain
    INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2020, 33 (14)
  • [23] Luopan: Sampling-Based Load Balancing in Data Center Networks
    Wang, Peng
    Trimponias, George
    Xu, Hong
    Geng, Yanhui
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2019, 30 (01) : 133 - 145
  • [24] Dynamic Load Balancing in SDN-Based Data Center Networks
    Zakia, Umme
    Ben Yedder, Hanene
    2017 8TH IEEE ANNUAL INFORMATION TECHNOLOGY, ELECTRONICS AND MOBILE COMMUNICATION CONFERENCE (IEMCON), 2017, : 242 - 247
  • [25] Traffic Load Balancing based on Probabilistic Routing in Data Center Networks
    Wang, Fu
    Yan, Fulong
    Xue, Xuwei
    Liu, Bo
    Zhang, Lijia
    Zhang, Qi
    Xin, Xiangjun
    Calabretta, Nicola
    2020 INTERNATIONAL CONFERENCE ON OPTICAL NETWORK DESIGN AND MODELING (ONDM), 2020,
  • [26] Enabling In-band Network Telemetry in Software-based Virtual Switches
    Zheng, Yan
    Pan, Tian
    Lin, Xingchen
    Zhang, Yan
    Wang, Houtian
    Huang, Tao
    Liu, Yunjie
    2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2021,
  • [27] In-band network telemetry system based on high-performance packet processing architecture VPP
    Pan T.
    Lin X.
    Zhang J.
    Huang T.
    Liu Y.
    Tongxin Xuebao/Journal on Communications, 2021, 42 (03): : 75 - 90
  • [28] INT-filter: Mitigating Data Collection Overhead for High-Resolution In-band Network Telemetry
    Song, Enge
    Pan, Tian
    Jia, Chenhao
    Cao, Wendi
    Zhang, Jiao
    Huang, Tao
    Liu, Yunjie
    2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2020,
  • [29] An optimization-based approach for efficient network monitoring using in-band network telemetry
    Marques, Jonatas Adilson
    Luizelli, Marcelo Caggiani
    Tavares da Costa Filho, Roberto Iraja
    Gaspary, Luciano Paschoal
    JOURNAL OF INTERNET SERVICES AND APPLICATIONS, 2019, 10
  • [30] Information-Sensitive In-Band Network Telemetry in P4-Based Programmable Data Plane
    Xu, Zichen
    Lu, Ziye
    Zhu, Zuqing
    IEEE-ACM TRANSACTIONS ON NETWORKING, 2024,