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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...

    Hoang Minh Nguyen, Gaurav Kalra, Daeyoung Kim in The Journal of Supercomputing (2019)

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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...

    Hoang Minh Nguyen, Gaurav Kalra, Tae Joon Jun, Sungpil Woo… in The Journal of Supercomputing (2019)

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    Article

    A robust hybrid image-based modeling system

    This paper presents a new robust image-based modeling system for creating high-quality 3D models of complex objects from a sequence of unconstrained photographs. The images can be acquired by a video camera or...

    Hoang Minh Nguyen, Burkhard Wünsche, Patrice Delmas… in The Visual Computer (2016)