Title :
A Network-Aware Optimization for VM Placement
Author :
Rocha, L.A. ; Verdi, F.L.
Author_Institution :
Dept. of Comput. Sci., Fed. Univ. of Sao Carlos, Sorocaba, Brazil
Abstract :
Improving the networking data traffic in modern data centers has attracted significant importance in recent years. In contrast to existing approaches that require changes in the network architecture, this paper proposes a traffic-aware virtual machine (VM) placement for Data Center Networks (DCN). The proposed optimization strategy is able to allocate VMs according to traffic patterns. The strategy follows a Mixed Integer Linear Programming (MILP) in conjunction with networking simulation. Our approach known as MILP Flow is used to simulate the data center traffic networking. We emphasize that our approach provides the maximum throughput without losses, and optimizes better network-aware allocations than other policies in cloud networks.
Keywords :
cloud computing; computer centres; integer programming; internetworking; linear programming; telecommunication traffic; virtual machines; DCN; MILP; MILPFlow; VM allocation; cloud networks; data center networks; data center traffic networking simulation; data centers; maximum throughput; mixed integer linear programming; network-aware allocation optimization; network-aware optimization; networking data traffic improvement; traffic patterns; traffic-aware VM placement; traffic-aware virtual machine placement; Bandwidth; Data models; Network topology; Resource management; Servers; Throughput; Topology; Cloud computing; Mixed Integer Linear Programming; SDN; VM placement;
Conference_Titel :
Advanced Information Networking and Applications (AINA), 2015 IEEE 29th International Conference on
Conference_Location :
Gwangiu
Print_ISBN :
978-1-4799-7904-2
DOI :
10.1109/AINA.2015.245