Exploiting ensemble techniques for auto- matic virtual machine clustering in cloud systems. Automated Software Engineering, 21(3):319-344, 2014. 71Canali, C. and Lancellotti, R.: 2014c, Exploiting Ensemble Techniques for Automatic Virtual Machine Clustering in Cloud Systems, Automated Software ...
Adapted from “Distributed and Cloud Computing: From Parallel Processing to the Internet of Things” (Syngress, an imprint of Elsevier, 2011) Clustering is an effective technique for ensuring high availability. It’s even more effective, flexible and cost-efficient when combined with virtualization te...
Clustering-related algorithms are appropriate for homogeneous models, while duplication-related algorithms have a greater temporal complexity [12]. Cloud computing must be able to satisfy every client's demand with outstanding efficiency and “Quality of Service (QoS)” as it serves thousands of ...
Coriolis: Scalable VM clustering in clouds Proceedings of the 10th International Conference on Autonomic Computing, ICAC 13, USENIX, San Jose, CA (2013), pp. 101-105 URL: https://www.usenix.org/conference/icac13/technical-sessions/presentation/campello Google Scholar ...
this framework uses a conceptual clustering technique to arrange resources’ information into a tree structure (dendrogram) that facilitates the matching and selection processes. In this case, only resources’ functional attributes are advertised and stored in external repositories to be used for discovery...
To provide services to a wide range of custo- mers, cloud-based computer systems are used for data storage to decentralize storage. In order to ensure the reliability of data, redundant storage through task decom- position and clustering are mainly used. Decentralized data storage technology can ...
With infrastructure support for reliable distributed clustering and scaling, the SonicWall NSv Series ensures system resiliency, operational uptime, service delivery and availability, and conformance to regulatory requirements.Play video Features & Benefits Flexible Deployment Options Harness the power of next...
VM clustering includes two steps. The first step forms the VM graph on the same host, in which vertexes are VMs and edges are communications between VMs. Then, delete edges that are less than the average weight and the connected VMs form clusters. However, the VM cluster algorithm only ...
G-means clustering algorithm may be an extension of k-means clustering algorithm to determine an appropriate number of clusters (e.g., k). The G-means algorithm may begin with a small number of k-means centers and increases the number of centers. Each iteration of the algorithm may split ...
The clustering protocols control the forwarding between fabric ports. The term “edge port” refers to a port that is not currently coupled to another switch unit in the VCS. Standard IEEE 802.1Q and layer-3 protocols control forwarding on edge ports. In the example illustrated in FIG. 5B, ...