Vertex-Centric Distributed Computation for Mapping Virtual Networks across Domains

被引:0
|
作者
Zhang, Qiong [1 ]
Liang, Xiaoyong [2 ]
Zhu, Yi [3 ]
Wang, Xi [1 ]
Palacharla, Paparao [1 ]
Sarin, Vibha [2 ]
Ikeuchi, Tadashi [1 ]
机构
[1] Fujitsu Labs Amer Inc, Richardson, TX 75082 USA
[2] Fujitsu Network Commun, Richardson, TX USA
[3] Hawaii Pacific Univ, Honolulu, HI USA
关键词
Software-defined infrastructure; Vertex-centric distributed computing; Orchestration;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Orchestration across network domains is essential for providing end-to-end network services in software-defined infrastructures. In this paper, we propose a vertex-centric distributed computing algorithm for finding all feasible mappings of a mesh virtual network request across domains. Our proposed algorithm is based on a distributed orchestration framework, where the topology information is locally maintained within each domain without disclosing to any centralized broker. The proposed algorithm first partitions a mesh virtual network request into a set of linear sub-requests and applies a vertex-centric distributed computing algorithm to find all feasible mappings of each individual linear sub-request. The feasible mappings of sub-requests are then merged to obtain all feasible mappings of the original virtual network request. Our simulation results show that partitioning a virtual network request to longer, balanced-length, non-overlap-link linear sub-requests is more scalable by significantly lowering the total computation time.
引用
收藏
页数:8
相关论文
共 30 条
  • [1] Vertex-centric Parallel Computation of SQL Queries
    Smagulova, Ainur
    Deutsch, Aim
    [J]. SIGMOD '21: PROCEEDINGS OF THE 2021 INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA, 2021, : 1664 - 1677
  • [2] Vertex-Centric Computation of Service Function Chains in Multi-domain Networks
    Zhang, Qiong
    Wang, Xi
    Kim, Inwoong
    Palacharla, Paparao
    Ikeuchi, Tadashi
    [J]. 2016 IEEE NETSOFT CONFERENCE AND WORKSHOPS (NETSOFT), 2016, : 211 - 218
  • [3] GraphGen: An FPGA Framework for Vertex-Centric Graph Computation
    Nurvitadhi, Eriko
    Weisz, Gabriel
    Wang, Yu
    Hurkat, Skand
    Marie Nguyen
    Hoe, James C.
    Martinez, Jose F.
    Guestrin, Carlos
    [J]. 2014 IEEE 22ND ANNUAL INTERNATIONAL SYMPOSIUM ON FIELD-PROGRAMMABLE CUSTOM COMPUTING MACHINES (FCCM 2014), 2014, : 25 - 28
  • [4] VENUS: Vertex-Centric Streamlined Graph Computation on a Single PC
    Cheng, Jiefeng
    Liu, Qin
    Li, Zhenguo
    Fan, Wei
    Lui, John C. S.
    He, Cheng
    [J]. 2015 IEEE 31ST INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE), 2015, : 1131 - 1142
  • [5] Vertex-Centric Visual Programming for Graph Neural Networks
    Wu, Yidi
    Gui, Yuntao
    Jin, Tatiana
    Cheng, James
    Yan, Xiao
    Yin, Peiqi
    Cai, Yufei
    Tang, Bo
    Yu, Fan
    [J]. SIGMOD '21: PROCEEDINGS OF THE 2021 INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA, 2021, : 2803 - 2807
  • [6] Seastar: Vertex-Centric Programming for Graph Neural Networks
    Wu, Yidi
    Ma, Kaihao
    Cai, Zhenkun
    Jin, Tatiana
    Li, Boyang
    Zheng, Chenguang
    Cheng, James
    Yu, Fan
    [J]. PROCEEDINGS OF THE SIXTEENTH EUROPEAN CONFERENCE ON COMPUTER SYSTEMS (EUROSYS '21), 2021, : 359 - 375
  • [7] GraVF: A Vertex-Centric Distributed Graph Processing Framework on FPGAs
    Engelhardt, Nina
    So, Hayden Kwok-Hay
    [J]. 2016 26TH INTERNATIONAL CONFERENCE ON FIELD PROGRAMMABLE LOGIC AND APPLICATIONS (FPL), 2016,
  • [8] A Distributed Vertex-Centric Approach for Pattern Matching in Massive Graphs
    Fard, Arash
    Nisar, M. Usman
    Ramaswamy, Lakshmish
    Miller, John A.
    Saltz, Matthew
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON BIG DATA, 2013,
  • [9] Fast Failure Recovery in Vertex-Centric Distributed Graph Processing Systems
    Lu, Wei
    Shen, Yanyan
    Wang, Tongtong
    Zhang, Meihui
    Jagadish, H. V.
    Du, Xiaoyong
    [J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 31 (04) : 733 - 746
  • [10] GraphD: Distributed Vertex-Centric Graph Processing Beyond the Memory Limit
    Yan, Da
    Huang, Yuzhen
    Liu, Miao
    Chen, Hongzhi
    Cheng, James
    Wu, Huanhuan
    Zhang, Chengcui
    [J]. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2018, 29 (01) : 99 - 114