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The distribution of scheduler from user inquiries in the clouds is complex. In keeping up with the cloud computing environment and the inquirers, the clouds meet with some problematic load balancing complications as an improving load balancing tool induces the rigorous efficiency of the cloud based website’s user access. Overloaded or underloaded conditions originate processing catastrophe regarding the prolonged execution time, bandwidth hog, malfunction, and etc. Besides, to manipulate...
Topics: Cloud computing, Concurrent programs, Erlang traffic, Load balancing algorithm, Queueing network,...
Miscellaneous Contributed Journals and Academic Newsletters
by Chanintorn Jittawiriyanukoon
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The noise has incited an original data due to a network with an inferior SNR. In case of the bulk noise, the insightful content within the data is substantially squeezed. A cost-effective method will challenge to quarantine the insights, so that information can be utilized more resourcefully. To achieve this aim, it is essential to iron the bulk noise content out, and then calculate the analytics of the clean data. As noise is bulk so some statistical methodologies such as averaging or...
Topics: Bulk noise, Mean absolute error, Mean square error, Noisy and missing data, Regression-based...
To secure a wealth of data traversing the computer network at your fingertips is compulsory. But when attack arises at various parts of the network it is difficult to protect, especially when each incident is investigated separately. Geography is a necessary construct in computer networks. The analytics of geography algorithms and metrics to curate insight from a security problem are a critical method of analysis for computer systems. A geography based representation is employed to highlight...
Topics: Attack analysis, Cliques, Clustering coefficient, Network security, Undirected geography
Multiple Regression-Based Prediction (MRBP) is an emerging calculation to or analysis technique cope with the future by compiling the history of data. The MRBP characteristic will include an approximation for the associations between physical observations and predictions. MRBP is a predictive model, which will be an important source of knowledge in terms of an interesting trend to be followed in the future. However, there is impairment in the MRBP dataset, wherein each form of missing and noisy...
Topics: Missingness, Multiple regression-based prediction, Performance evaluation, Root mean squared error,...
IoT is the succeeding cohort of the digital computing environment. A swift progression in the IoT deployment and its applications are on the rise. Improving load balancing mechanisms induces healthier performance of the internet based computing as higher number of users can be comfortable. Implementing full services for tasks with unstable concurrency is an uphill process. One of the encounters allied with this administration is the task partition among the applications, regularly referred as...
Topics: Internet of thing (IoT), Load balancing, Queueing network, Scheduling mechanisms, Simulation, Task...