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"Multi-SelfGAN: A Self-Guiding Neural Architecture Search Method for Ge" by Jiachen Shi, Guoqiang Zhou et al.

In recent years, Reinforcement Learning and Gradient optimization were applied with Neural Architecture Search algorithms in Generative Adversarial Network to achieve their state-of-the-art (SOTA) performance. However, the existing RL-based methods utilised the calculation of Inception Score or Frรฉchet Inception Distance as the reward value to guide the controller, which actually wasted much of searching time. In order to improve the search efficiency without degradation of performance, this pa...
Generative Adversarial Network Reinforcement Learning Neural Architecture Search Inception Score Inception Distance Computer Architecture
Source: uow.edu.au

"Size-based Congestion Control Using Network Utility Maximisation" by Cao Wang, Lachlan Andrew et al.

This paper presents a method for allocating transmission rates in a communication network that uses knowledge of the size of the file to be transmitted to seek to obtain the benefits of shortest remaining processing time (SRPT) scheduling. It provides fairness among file transmissions taking into account their sizes and the congestion on the links they use. The proposed approach is based on network utility maximisation (NUM), but with utility functions that vary in time depending on the remainin...
Congestion Control Context Awareness Istributed Algorithm Etwork Utility Maximisation Resource Allocation Resource Management
Source: uow.edu.au

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"APPLICATION OF WOODEN MODULAR CONSTRUCTION FOR THE NEEDS OF THE ELDERL" by Aleksander Nicał and Karol Sikora

In recent years, changes in demographic structure have been observed worldwide. To sustain the growing population of elderly people with special needs, homes need a radical rethink both in designing new houses and in retrofitting new solutions to existing houses. Designs that facilitate aging in place, designs that maintain thermal comfort, and designs that have net-zero energy demands and low to zero to negative carbon footprints are needed. The article discusses the issues of construction for ...
Cross Laminated Timber Analytic Hierarchy Process Cross Laminated Timber Elderly People Modular Construction
Source: uow.edu.au

"Link Scheduling in UAV-Aided Networks" by Yawen Zheng

Unmanned Aerial Vehicles (UAVs) or drones are a type of low altitude aerial mobile vehicles. They can be integrated into existing networks; e.g., cellular, Internet of Things (IoT) and satellite networks. Moreover, they can leverage existing cellular or Wi-Fi infrastructures to communicate with one another. A popular application of UAVs is to deploy them as mobile base stations and/or relays to assist terrestrial wireless communications. Another application is data collection, whereby they act a...
Ground Integrated Networks Sagins Aerial Vehicles Successive Interference Cancellation Space Air Ground Integrated Networks Link Scheduling Ulti Packet Reception
Source: uow.edu.au

SSH Communications Security Corporation: PRESS RELEASE: SSH Signs a Strategic Partnership with Cybersecurity Optimization Platform CYE for Cybersecurity Assessment, Risk Quantification and Mitigation Prioritization

SSH Signs a Strategic Partnership with Cybersecurity Optimization Platform CYE for Cybersecurity Assessment, Risk Quantification and Mitigation Prioritization SSH - a leading defensive cybersecurity
United States Teemu Tunkelo Reuven Aronashvili Ssh Signsa Strategic Partnership Access Management Hour Zero

PRESS RELEASE: SSH Signs a Strategic Partnership with Cybersecurity Optimization Platform CYE for Cybersecurity Assessment, Risk Quantification and Mitigation Prioritization

SSH Signs a Strategic Partnership with Cybersecurity Optimization Platform CYE for Cybersecurity Assessment, Risk Quantification and Mitigation Prioritization SSH - a leading defensive... | May 25, 2022
Teemu Tunkelo Reuven Aronashvili Access Management Red Team Signsa Strategic Partnership Strategic Partnership

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