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Article
Host load prediction in cloud computing using Long Short-Term Memory Encoder–Decoder
Cloud computing has been developed as a means to allocate resources efficiently while maintaining service-level agreements by providing on-demand resource allocation. As reactive strategies cause delays in the...
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Article
ESNemble: an Echo State Network-based ensemble for workload prediction and resource allocation of Web applications in the cloud
Workload prediction is an essential prerequisite to allocate resources efficiently and maintain service level agreements in cloud computing environment. However, the best solution for a prediction task may not...
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Chapter and Conference Paper
A Novel Echo State Network Model Using Bayesian Ridge Regression and Independent Component Analysis
We propose a novel Bayesian Ridge Echo State Network (BRESN) model for nonlinear time series prediction, based on Bayesian Ridge Regression and Independent Component Analysis. BRESN has a regularization effect...
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Chapter and Conference Paper
Ballparking the Urban Placeness: A Case Study of Analyzing Starbucks Posts on Instagram
Placeness or the “sense of a place” plays a vital role in urban design and planning. Research on placeness in the past has been conducted via conventional methods like surveys to reveal essential insights for ...
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Article
Open AccessAn unusual case of congenital melanocytic nevus presenting as neurocutaneous melanoma coexisting with Tuberous Sclerosis complex: A case report
Congenital melanocytic nevi are among the several known risk factors for the development of melanoma. Neurocutaneous melanosis is a rare, congenital, non-hereditary disorder characterized by the presence of mu...
