OCC: A Hybrid Multiprocessing Computing Service Decision Making Using Ontology System

Introduction

Cloud computing is a very tremendous area of computing and research for the industries and the organizations which are providing the services. Each and everyone is talking nowadays about the concept of cloud computing. There are several applications working under each data center. The computing provides the services on the basis of the pay-and-use model. It is working on the concept of as a service model. The resources are being kept in the data centers. The major problem in the computing is that there is no standardization so that not everyone coming into the same platform. There is a lot of services provides to provide the service in various ways. Now the cloud computing efficiently uses time, cost and effort. The way by which computing is being processed are applications Layer, software system, software infrastructure, inner part of kernel and the highly advanced hardware with the logic’s (Figure 1). Now the first is the application layer in which end users play a vital role. The layered structure of cloud computing is very important in terms of user’s perspectives. The next layer that is software system were the idea of ontology is being developed with the wave software’s. It is being prepared on the basis of the functionality. In this the end users can use their concept and make the ontology according to their idea. The providers can provide all the platforms of programming software where the end users can perform their applications. The third layer is the software infrastructure which consists of lot of information or resources on the basis of their characteristics to the end users by Buyya et al. (2016, 2017 & 2018). The term infrastructure tell that everything which to be needed to construct will be provided by the provider side to the users. The main focus and application contexts of cloud computing ontology’s lined within the scientific literature are cloud resources and services description, cloud security, cloud ability and cloud services discovery and choice. Merge of ontology’s means that creation of a brand new metaphysics by linking up the present ones. The third layer deals with the inner process of the kernel in which all the data is stored in a physical machines and servers which are being taken care by the provider. The kernels are playing an important role because they are useful in making the VM and clustering systems working as middle ware. The last part of the system is the hardware’s which are becoming very advanced to the AI. In the hardware the ontology system works like a backbone. In cloud computing it is often named with HaaS hardware as a service by Mell (2011). Ontology system is the knowledge-based mathematical structure based on the domain. The ontology’s are kept on different servers of ontology. There are different configuration and capabilities of ontology servers.

Figure 1.

Layered Structure of Cloud Computing

With the ontology the research design the pathway of the system, a need for storage space is increasing. Ontology is the web system which is being maintained for the time and cost reduction to save storage space. It removes the identical content of data by comparing. The research paper is divided in six parts in which the first part deals with the introduction of cloud computing world. The section also clarifies the impotence of the computing in the upcoming technologies. In the section second the research is dealing with the challenges in the computing world. This section also forms the previous things done in the computing world of cloud and ontology. The third section forms the emerging trends and impact in the computing parameters. How the parameters are being affected by the computing system. These parameters can change the working of computing system. In the fourth section the research is forming the global cloud exchanges and marking with the help of ontology. The importance of ontology system and its working with computing is explained. The fifth part of this research tells about the proposed work. In this section the algorithm is being designed. The designing system of the algorithm is also shown with the help of the DFD and flow diagram. In the last section of this research work the simulation is done. The outcomes are also being discussed under this section.