Scheduling Virtual Network Reconfigurations in Parallel in Hybrid Optical/Electrical Datacenter Networks

被引:4
|
作者
Pan, Xiaoqin [1 ,2 ]
Zhao, Sicheng [1 ]
Yang, Hao [1 ,3 ]
Tang, Shaofei [1 ]
Zhu, Zuqing [1 ]
机构
[1] Univ Sci & Technol China, Sch Informat Sci & Technol, Hefei 230027, Anhui, Peoples R China
[2] Southwest Univ Sci & Technol, Engn Technol Ctr, Mianyang 621010, Sichuan, Peoples R China
[3] Southwest Univ Sci & Technol, Sch Informat Engn, Mianyang 621010, Sichuan, Peoples R China
关键词
Optical switches; Optical fiber networks; Schedules; Bandwidth; Optical packet switching; Substrates; Topology; Hybrid optical; electrical datacenter networks; network virtualization; VM migration; parallel reconfiguration; KNOWLEDGE-DEFINED ORCHESTRATION; SPECTRUM; ARCHITECTURE; DEFRAGMENTATION; ALGORITHM; DESIGN; BACKUP;
D O I
10.1109/JLT.2021.3090666
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A hybrid optical/electrical datacenter network (HOE-DCN) integrates the benefits of electrical packet switching (EPS) and optical circuit switching (OCS) for better architectural scalability. Meanwhile, as each network service usually involves multiple virtual machines (VMs) that form a virtual network (VNT), how to reconfigure the VNTs in an HOE-DCN to adapt to the dynamic network environment becomes an interesting and important problem to tackle. In this work, we optimize the procedure of VNT reconfigurations that remap VNTs to given virtual network embedding (VNE) schemes, i.e., scheduling the required VM migrations and optical cross-connect (OXC) reconfiguration properly such that the overall VNT reconfiguration latency can be minimized. We first assume that all the VM migrations should be scheduled before the OXC reconfiguration to minimize service interruptions, and formulate a mixed integer linear programming (MILP) model to solve the scheduling problem exactly. Then, with the same assumption, we propose a time-efficient heuristic to schedule parallel VM migrations in batches such that the bandwidth competition can be significantly relieved. Finally, we divide the OXC reconfiguration into several progressive steps, and design a joint scheduling algorithm to arrange VM migrations together with the OXC reconfiguration steps.
引用
收藏
页码:5371 / 5382
页数:12
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