An ACO-based Elephant and Mice Flow Scheduling System in SDN

被引：0

作者：

Wang, Chunzhi ^{[1
]}

Zhang, Gang ^{[1
]}

Chen, Hongwei ^{[1
]}

Xu, Hui ^{[1
]}

机构：

[1] Hubei Univ Technol, Sch Comp Sci, Wuhan, Hubei, Peoples R China

来源：

2017 IEEE 2ND INTERNATIONAL CONFERENCE ON BIG DATA ANALYSIS (ICBDA) | 2017年

基金：

中国国家自然科学基金;

关键词：

ant colony optimization; flow scheduling; elephant flows; flow split; NETWORKS;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Software defined network with centralized control and flexibility of programming has been widely used. And congestion could occur easily in this kind of network owing to more elephant flows with increasing network requirements. To resolve the problem, this paper proposed an ant colony optimization algorithm based on flow scheduling system (TSACO). The system accurately detects elephant flows with OpenFlow and sFlow, computes paths for elephant flows by an adaptive multi-path calculation algorithm, transmits mice flows through the paths in path database. The results show the proposed system can eliminate the forwarding conflicts between elephant and mice flows, ensure real-time transmission of mice flows and avoid splitting elephant flows as far as possible.

引用

页码：859 / 863

页数：5

共 50 条

[21] ACO-based overlay routing scalability
Key Laboratory of Computer Network and Information Integration, Southeast University, Nanjing 210096, China
不详
Jiefangjun Ligong Daxue Xuebao, 2008, 5 (492-496):
[22] Enhancing Constraint Propagation in ACO-based Schedulers for Solving the Job Shop Scheduling Problem
Teschemacher, Ulrich
Reinhart, Gunther
RESEARCH AND INNOVATION IN MANUFACTURING: KEY ENABLING TECHNOLOGIES FOR THE FACTORIES OF THE FUTURE - PROCEEDINGS OF THE 48TH CIRP CONFERENCE ON MANUFACTURING SYSTEMS, 2016, 41 : 443 - 447
[23] ACO-Based Dynamic Decision Making for Connected Vehicles in IoT System
Bui, Khac-Hoai Nam
Jung, Jason J.
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 15 (10) : 5648 - 5655
[24] ACO-Based Scheduling of Parallel Batch Processing Machines to Minimize the Total Weighted Tardiness
Li, L.
Qiao, F.
Wu, Q. D.
2009 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING, 2009, : 280 - 285
[25] ACO-BASED LOAD BALANCING SCHEME FOR MANETS
Celik, Fatih
TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2015, 22 (05): : 1165 - 1169
[26] Morwilog: an ACO-based System for Outlining Multi-Step Attacks
Navarro-Lara, Julio
Deruyver, Aline
Parrend, Pierre
PROCEEDINGS OF 2016 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2016,
[27] On ACO-Based Fuzzy Clustering for Image Segmentation
Yu, Zhiding
Yu, Weiyu
Zou, Ruobing
Yu, Simin
ADVANCES IN NEURAL NETWORKS - ISNN 2009, PT 2, PROCEEDINGS, 2009, 5552 : 717 - +
[28] An ACO-based Algorithm for Structural Health Monitoring
Yu, Ling
Xu, Peng
2010 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE, 2010, : 209 - +
[29] ACO-Based Path Planning Scheme in RWSN
Huang, Peng
Kang, Zhiliang
Liu, Chang
Lin, Feng
PROCEEDINGS OF 2016 10TH INTERNATIONAL CONFERENCE ON SOFTWARE, KNOWLEDGE, INFORMATION MANAGEMENT & APPLICATIONS (SKIMA), 2016, : 237 - 242
[30] ACO-FCR: Applying ACO-Based algorithms to induct FCR
Alipour, H.
Asl, E. Khosrowshahi
Esmaeili, M.
Nourhosseini, M.
WORLD CONGRESS ON ENGINEERING 2008, VOLS I-II, 2008, : 12 - +

← 1 2 3 4 5 →