Browsing by Author "Biosca Caro, Jordi"
Now showing items 1-4 of 4
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A deep reinforcement learning approach for optimization and task-offloading of mobile edge computing in virtual radio access networks
(Universitat Politècnica de Catalunya, 2020-10-15)
Master thesis
Open Access
Covenantee: Technische Universiteit EindhovenMobile systems are increasing in number and, in the future, exponential growth is expected with the deployment of new technologies like 5G and Internet of Things. Requirements from those technologies lead to an improvement ... -
Autonomous resource assignment for optimal utilization in optical data centre infrastructures
(Optica Publishing Group, 2021)
Conference report
Open AccessWe present an architectural solution based on data analytics for self-organizing optical data centers. Thanks to a reinforcement learning-based cognitive layer, an adaptive and autonomous resource assignment to deployed ... -
Compressed sensing and approximate message passing for the single-pixel camera
(Universitat Politècnica de Catalunya, 2018-06)
Bachelor thesis
Open AccessThis thesis is based on the technology of Compressed Sensing and the study of the algorithms of Approximate Message Passing for the single-pixel camera. This thesis has been developed in the institute of telecommunication ... -
Enabling service provisioning and quality maintenance in sliceable optical networks
(International Society for Photo-Optical Instrumentation Engineers (SPIE), 2021)
Conference report
Restricted access - publisher's policyFuture 5G and beyond services rely on the network slicing concept, in which underlying network elements are split and/or aggregated to compose a synthetic network infrastructure (the slice) to satisfy the requirements of ...
