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Diabetes is a complex disease then increasing in prevalence around the world. Type 2 diabetes mellitus (T2DM accounts for about 80-90% of all diagnosed adult cases of diabetes. Most present diagnostic methods for T2DM are black-box models, which are unable to provide the reasons underlying diagnosis to physicians therefore, algorithms that can provide further insight are needed. Rule extraction can...
Sentiment analysis, also called opinion mining is a technique that has been adopted by most organizations for market research, product analysis and customer feedback analysis. Social networking data provides a huge promise by providing the most accurate of the reviews. However, it was identified that the huge nature of the data and the velocity at which the data is generated is on the downside. This...
Infrastructure as a Service (IaaS) is one of the common Cloud service models, which is widely used by the scientific applications. As the users are charged only for the usage of resources based on the Service Level Agreements (SLA), the users are attracted towards the IaaS. Workflow scheduling is a complex issue in IaaS because multiple scheduling parameters are to be considered to satisfy the Quality...
Data storage security is a highest concern in the cloud storage. Cloud offers huge amount of space to store their user data. This technology has proved itself as a new venture because of its ability for releasing massive computational storage with reducing cost from anywhere to any user at any time. User outsources their data to the cloud for flexible, efficient and seamless services. Once the data...
Computing in Cloud is a topical skill that disquiet with allocation of computing resources and services on pay- per- use basis. To access remote computers, scheduling is a key task. Scheduling of task is a NP-complete problem. It is additional obscure in cloud computing atmosphere. To achieve improved performance of cloud resource, successful and proficient scheduling methodologies are needed. This...
In the past decade, image encryption is given much attention in research of information security and a lot of image encryption algorithms have been introduced. Due to some intrinsic features of images like bulk data capacity and high data redundancy, the encryption of image is different from that of text; therefore it is difficult to handle them by traditional encryption methods. In the proposed work,...
Cloud computing is a prototype which takes the new form of utility computing. The on-demand flexible service and pay-per-use schemes provided by the Cloud providers attract the customers to move towards Cloud computing environment. Both the service providers and the customers will receive the economic benefits only when the available resources are correctly scheduled. Due to commercialization, the...
Internet congestion occurs when the aggregate demand for a resource (e.g., link bandwidth) exceeds the available capacity of the resource. TCP is used as a Transport Protocol for most of the applications on the Internet and is also responsible for adjusting to network congestion dynamically. TCPs congestion control mechanism is insufficient in a wireless environment because packet loss does not always...
The process of allocating fragments into the appropriate sites is a crucial step in the design of Peerto- Peer Distributed Databases. Accessibility of data influences the Quality of Service for requests. This paper proposes a methodology for fragment reallocation by using Hungarian Assignment algorithm of optimization principle. The objective of the work is to reduce the number of un-successful queries...
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