A distributed load balancing architecture based on in-band network telemetry

被引:0
|
作者
Li, Mingfa [1 ,2 ]
Shi, Huiling [1 ,2 ]
Tan, Lizhuang [1 ,2 ]
Zhang, Wei [1 ,2 ]
机构
[1] Shandong Acad Sci, Qilu Univ Technol, Shandong Comp Sci Ctr, Natl Supercomp Ctr Jinan,Key Lab Comp Power Networ, Jinan 250316, Peoples R China
[2] Shandong Fundamental Res Ctr Comp Sci, Shandong Prov Key Lab Comp Power Internet & Serv C, Jinan, Peoples R China
关键词
data center network; in-band network telemetry; load balancing; network congestion;
D O I
10.1002/itl2.587
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
A data center (DC) is supposed to efficiently distribute the bandwidth of the network to provide high-quality traffic transmission. However, the load imbalance issue can easily occur due to the complex topology and traffic features. Equal-Cost Multi-Path(ECMP) distributes traffic on different paths but doesn't consider network congestion. Although HULA solved some of ECMP's problems, it can easily congest the best path. RPS randomly distributes packets across multiple paths, potentially causing packet reordering in certain scenarios. This paper presents DHLB, a distributed hop-by-hop load balancing architecture based on in-band network telemetry. With active In-band network telemetry, DHLB gathers essential load information and systematically records it in a load information table. DHLB distributes traffic proportionally on different paths based on their load degree. We build a fat tree topology on mininet to verify the performance of our design. Experimental results indicate that DHLB outperforms other schemes regarding average Flow Completion Time (FCT). It also performs better on additional overhead than another probe-based scheme.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Distributed In-band Network Telemetry
    Thummar, Dhyey
    Nawab, Iram
    Kulkarni, Sameer G.
    2023 IEEE/ACM 23RD INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND INTERNET COMPUTING WORKSHOPS, CCGRIDW, 2023, : 287 - 289
  • [2] HPLB: High precision load balancing based on in-band network telemetry in data center networks
    Gao, Weimin
    Huang, Jiawei
    Jiang, Ning
    Li, Zhaoyi
    Zou, Shaojun
    He, Zhidong
    Wang, Jianxin
    PEER-TO-PEER NETWORKING AND APPLICATIONS, 2022, 15 (06) : 2503 - 2515
  • [3] HPLB: High precision load balancing based on in-band network telemetry in data center networks
    Weimin Gao
    Jiawei Huang
    Ning Jiang
    Zhaoyi Li
    Shaojun Zou
    Zhidong He
    Jianxin Wang
    Peer-to-Peer Networking and Applications, 2022, 15 : 2503 - 2515
  • [4] SINT: Toward a Blockchain-Based Secure In-Band Network Telemetry Architecture
    Zhao, Yuyu
    Cheng, Guang
    Tang, Yongning
    IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2023, 18 : 2667 - 2682
  • [5] In-band Network Function Telemetry
    Liang, Jianzhe
    Bi, Jun
    Zhou, Yu
    Zhang, Cheng
    SIGCOMM'18: PROCEEDINGS OF THE ACM SIGCOMM 2018 CONFERENCE: POSTERS AND DEMOS, 2018, : 42 - 44
  • [6] Survey on In-band Network Telemetry
    Lü H.-R.
    Li Q.
    Shen G.-B.
    Zhou J.-E.
    Jiang Y.
    Li W.-C.
    Liu K.
    Qi Z.-Y.
    Ruan Jian Xue Bao/Journal of Software, 2023, 34 (08): : 3870 - 3890
  • [7] Multipath In-band Network Telemetry
    Zheng, Yan
    Pan, Tian
    Zhang, Yan
    Song, Enge
    Huang, Tao
    Liu, Yunjie
    IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (IEEE INFOCOM WKSHPS 2021), 2021,
  • [8] In-band Network Telemetry: A Survey
    Tan, Lizhuang
    Su, Wei
    Zhang, Wei
    Lv, Jianhui
    Zhang, Zhenyi
    Miao, Jingying
    Liu, Xiaoxi
    Li, Na
    COMPUTER NETWORKS, 2021, 186
  • [9] PINT: Probabilistic In-band Network Telemetry
    Ben Basat, Ran
    Ramanathan, Sivaramakrishnan
    Li, Yuliang
    Antichi, Gianni
    Yu, Minlan
    Mitzenmacher, Michael
    SIGCOMM '20: PROCEEDINGS OF THE 2020 ANNUAL CONFERENCE OF THE ACM SPECIAL INTEREST GROUP ON DATA COMMUNICATION ON THE APPLICATIONS, TECHNOLOGIES, ARCHITECTURES, AND PROTOCOLS FOR COMPUTER COMMUNICATION, 2020, : 662 - 680
  • [10] Orchestrating In-Network Aggregation for Distributed Machine Learning via In-Band Network Telemetry
    Ji, Ming-Tao
    Jin, Yi-Bo
    Qian, Zhu-Zhong
    Cao, Tuo
    Ye, Bao-Liu
    JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 40 (01) : 196 - 214