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"Optimizing Sample Delivery in RF-Charging Multi-Hop IoT Networks" by Muchen Jiang and Kwan Wu Chin

This paper studies sample delivery in a multi-hop network where a power beacon charges devices via radio frequency (RF) signals. Devices forward samples with a deadline from a source to a sink. The goal is to minimize the power beacon’s transmit power and guarantee that samples arrive at the sink with probability (1-) by their deadline, where is a given probability of failure. A key challenge is that the power beacon does not have instantaneous channel gains information to devices and also between devices; i.e., it does not know the energy level of devices. To this end, we formulate a chance-constrained stochastic program for the problem at hand, and employ the sample-average approximation (SAA) method to compute a solution. We also outline two novel approximation methods: Sampling based Probabilistic Optimal Power Allocation (S-POPA) and Bayesian Optimization based Probabilistic Optimal Power Allocation (BO-POPA). Briefly, S-POPA generates a set of candidate solutions and iterativel ....

Probabilistic Optimal Power Allocation , Bayesian Optimization , Array Signal Processing , Energy Transfer , Imperfect Knowledge , Nternet Of Things , Monte Carlo , Robabilistic Logic , Radio Frequency , Resource Management , Stochastic Optimization ,

How Autonomous Non-destructive Testing Can Change the Future Construction Scenery

Aug 24 2023 Reviewed by Megan Craig, M.Sc. ....

South Korea , Megan Craig , Seung Seop Jin , Building Technology , Korea Institute Of Civil Engineering , Korea Institute , Civil Engineering , President Kim , Bayesian Optimization , Bayesian Information Criterion , Gaussian Process ,

Sixfold Bioscience Announces Formation of Scientific Advisory Board

Sixfold Bioscience Announces Formation of Scientific Advisory Board
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United Kingdom , Anna Perdrix Rosell , Mike Webb , David Corey , Jonathan Watts , Karolinska Institutet , Professor Masad Damha At Mcgill University , Oligonucleotide Therapeutics Society , Watts Group , Vp Early Drug Development At Prosensa , University Of Cambridge , Vp Product Development At Biomarin , Development Chemistry , Karolinska Institute , Nucleic Acids Research , Therapeutics Institute , Umass Medical School , University Of Southampton , Scientific Advisory Council , Sixfold Bioscience , Scientific Advisory , Scientific Advisory Board , Medical School , Sjef De Kimpe , Roger Str , Professor Roger Str ,

Taking a magnifying glass to data center operations

The MIT Lincoln Laboratory Supercomputing Center has released a dataset containing more than a million jobs run on its TX-GAIA supercomputer, with the goal of using this data to feed AI research into optimizing data center resources. The team has kicked off the MIT Datacenter Challenge to mobilize this research. ....

United States , Baolin Li , Vijay Gadepally , Neil Thompson , Siddharth Samsi , Us Department Of Defense , Artificial Intelligence Laboratory , International Conference For High Performance Computing , Professor Charles Leiserson Supertech Research Group , Us Air , Lincoln Laboratory Supercomputing Center , Professor Devesh Tiwari At Northeastern University , International Symposium On High , Laboratory Supercomputing Center , High Performance Computer Architecture , Distributed Processing Symposium , Annual Conference , North American Chapter , Computational Linguistics , Embedded Computing Conference , International Conference , High Performance Computing , Devesh Tiwari , Northeastern University , Datacenter Challenge , Professor Charles Leiserson ,

First Step Towards Next-Generation Nanomechanical Resonators

By David J. ....

Richard Norte , Saksa Shutterstock , Step Towards Next Generation Nanomechanical , Image Credit , Bayesian Optimization , Spiderweb Nanomechanical Resonators , Advanced Materials ,