Computer Cluster: Basic Concepts, Benefits, and Attributes
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This article discusses the basic concepts, benefits, and attributes of computer clusters. It explains how they improve performance, scalability, and resource consolidation. The article also covers load balancing and high-availability clusters.
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Running Header: COMPUTER CLUSTER Computer Cluster Student Name University Course Name and Number Date Instructor Name
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COMPUTER CLUSTER2 Abstract The evolution of networks is more or less tied to the history of early computer clusters, as one of the core motivation for the advancement of a network was to connect computing resources, making ade factocomputer cluster. As the goal to get the better reliability and more computing power by orchestrating a number minimal cost business off-the-shelf computers has given the increase to a variety of structures and setting. A computer cluster developed because of the converging of various trends in computing comprising the availability of power processors and resources, rapid systems, high performance distributing computing and high-speed networks. They have an extensive range of applicability and deployment, extending from independent venture clusters with a few nodes to some of the supercomputers with high speed globally, like IBM's Sequoia.
COMPUTER CLUSTER3 Computer Cluster Basic Concepts A computer cluster is a set of tightly or loosely linkedcomputersthat operate together as a solitary logic unit, in many aspects (Hashem, et al 2015). However, computer clusters are more expensive to implement and maintain. These computing devices are linked together by LAN (local area network). A computer cluster is contingent on a centralized management method which makes the hubs accessible as orchestrated shared servers. In addition, a computer cluster might be a straightforward two-hub system which just links two computing devices or supercomputer which are very fast.In spite of the fact that a cluster might comprise of only a couple of computer linked by a simple network, the architecture of the cluster might likewise be utilized to accomplish high-performance levels. Benefits of Computer Cluster There are a couple of benefits that can be directly associated with a computer cluster. The architecture of cluster improves the performance, however, the installation depends on numerous factors. The capability of the system to continue operating despite having a malfunctioning node allows high performance and scalability, resource consolidation, and centralized management, and low-frequency maintenance (Yuan, 2015). The advantages comprise providing parallel data processing, enabling data recovery and high processing capacity. Regarding scalability, cluster offers this in their capacity to add nodes on horizontally. This implies more computers might be added to the cluster, to enhance its performance, fault tolerance and redundancy. It is viewed as an inexpensive solution for high performing cluster contrasted with scaling up a solitary node in the cluster. Execution of larger computational loads can be enabled by this property.
COMPUTER CLUSTER4 Attributes of Computer Cluster Load balancing cluster designs in where cluster-node shares computational workload to offer an overall better performance. For instance, a web server cluster may allocate various queries to various nodes, hence optimization of the overall response. High-availability clusters that are also referred as called failover clusters, or (HA clusters) enhance the availability of the cluster method. Their operations are by having repetitive nodes, which are then used to offer services in case the system fails. The implementation of any attempt to utilize redundancy of cluster elements to remove failure is done by HA cluster Conclusion In conclusion, among the problems in the using of a processor cluster is the price of running it that may sometimes be as expensive as the price of managing N independent machineries, when the cluster contain N nodes.In several cases, this offers a benefit tocommon memory designswith lower management budgets. This has as well madesimulated machinescommon, owing to the simplicity of management. Even though most processor clusters are stable fixtures, efforts atflashy mob computinghave been accomplished to form short-lived cluster for particular computations. Nevertheless, largervolunteer computingschemes likeBOINC-based schemes have more followers. Clusters are generally deployed to enhance availability and performance over that of a solitary computer, while normally being cost-effective than a single computer compared with availability or speed.
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COMPUTER CLUSTER5 References Hashem, I. A. T., Yaqoob, I., Anuar, N. B., Mokhtar, S., Gani, A., & Khan, S. U. (2015). The rise of “big data” on cloud computing: Review and open research issues.Information Systems,47, 98-115. Yuan, J., Gao, F., Ho, Q., Dai, W., Wei, J., Zheng, X., ... & Ma, W. Y. (2015, May). Lightlda: Big topic models on modest computer clusters. InProceedings of the 24th International Conference on World Wide Web(pp. 1351-1361). International World Wide Web Conferences Steering Committee.