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"On Virtualizing Targets Coverage in Energy Harvesting IoT Systems" by Longji Zhang, Kwan Wu Chin et al.

This paper considers targets coverage in energy harvesting Internet of Things (IoT) networks. Specifically, solar-powered sensor devices employ network virtualization technology to partition their resources, such as energy, memory, and computation workload, in order to serve requests with different coverage requirements. Our objective is to maximize the revenue from completing requests. To this end, we outline a mixed integer linear program (MILP) to optimize the start time of each request and the set of nodes that serve a request. We also propose a heuristic, called energy harvesting aware request placement (EHARP), to determine requests to be deployed in each time slot based on energy harvesting conditions and the resource state of sensor nodes. Furthermore, we propose two model predictive control (MPC) approaches, called MPC-MILP and MPC-EHARP, respectively, which deploy requests based on energy arrival at devices over a given time window as predicted by a Gaussian mixture model (GM ....

Energy Harvesting , Nternet Of Things , Mathematical Optimization , Receding Horizon Control , Soft Sensors , Task Analysis , Task Assignment , Virtual Network Function , Wireless Sensor Networks ,

FICO AI Platform Improves Enterprise Transformation across the Customer Lifecycle

FICO AI Platform Improves Enterprise Transformation across the Customer Lifecycle
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United States , Elizabeth Billyard , Financial Group , North American Retail Credit , Chief Risk Officer , Mathematical Optimization , Business Simulation , Bill Waid , Chief Product , Technology Officer ,

Numerical Algorithms Group (NAG): NAG Appoints Prof. Simon McIntosh-Smith as Principal Scientist

OXFORD, England, May 23, 2023 /PRNewswire/ The Numerical Algorithms Group (NAG) is thrilled to announce the appointment of Prof. Simon McIntosh-Smith from the University of Bristol as the ....

United Kingdom , City Of , Uwe Naumann , Gewinn Nur , Adrian Tate , Simon Mcintosh Smith , Numerical Algorithms Group , University Of Bristol , Centre Of Excellence , Principal Scientist , Principal Scientists , Automatic Differentiation , Machine Learning , Mathematical Optimization ,

New Enhancements to FICO Platform Power Customer Connections, Enable Enterprise-Wide Transformation and Drive Strategic Business Outcomes

With FICO® Platform, enterprises can achieve strategic business outcomes by improving the customer experience with hyper-personalization, and by dramatically improving success rates for. | May 17, 2023 ....

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Numerical Algorithms Group (NAG): NAG Appoints Jem Davies as Chair of the Board of Directors

DALLAS, Nov. 15, 2022 /PRNewswire/ At SC22, the world's largest supercomputing event, Numerical Algorithms Group (NAG) announce the appointment of Jem Davies as new Chair of the Board of ....

United States , United Kingdom , Stephen Todd , Jem Davies , Adrian Tate , Kostenloser Wertpapierhandel , Numerical Algorithms Group , Machine Learning Group , Chair Stephen Todd , General Manager , Automatic Differentiation , Machine Learning , Mathematical Optimization ,