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Research on Cache Optimization part3(Machine Learning) | by … – Medium
Author : Xiangyu Gao, Yaping Sun, Hao Chen, Xiaodong Xu, Shuguang Cui Abstract : Mobile edge computing (MEC) networks bring computing and storage capabilities closer to edge devices, which reduces latency and improves network performance. However, to further reduce transmission and computation costs while satisfying user-perceived quality of experience, a joint optimization in computing, pushing, and caching is needed. In this paper, we formulate the joint-design problem in MEC networks as an infinite-horizon discounted-cost Markov decision process and solve it using a deep reinforcement learning (DRL)-based framework that enables the dynamic orchestration of computing, pushing, and caching.
Latest research on Novelty Detection part2(Machine Learning 2023) – Medium
Author : Stefan Smeu, Elena Burceanu, Emanuela Haller, Andrei Liviu Nicolicioiu Abstract : : Novelty detection aims at finding samples that differ in some form from the distribution of seen samples. But not all changes are created equal. Data can suffer a multitude of distribution shifts, and we might want to detect only some types of relevant changes.
Predicting water quality through daily concentration of dissolved … – Nature.com
Once again, this paper offers four novel models for DO prediction. The models are composed of an MLP neural network as the core and the TLBO, SCA, WCA, and EFO as the training algorithms. All models are developed and implemented in the MATLAB 2017 environment.
Grant backs research on teaching networks to make better decisions – Rice News
Picture a swarm of drones capturing photos and video as they survey an area: What would enable them to process the data collected in the most rapid and effective manner possible? Rice Universitys Santiago Segarra and Ashutosh Sabharwal have won a grant from the Army Research Office, a directorate of the U.S.
Biologit: Machine learning and AI to monitor medical literature – SiliconRepublic.com
Founded in 2021 by Nicole Baker and Bruno Ohana, Dublin-based Biologit has been helping companies automate the monitoring of scientific literature. Whether it is human medicines or medical devices, monitoring health products for safety is a very important part of keeping patients safe, says Nicole Baker, an immunologist by background who started her own company to help life sciences firms automate safety monitoring. Adverse events are one of the top causes of hospitalisation and can lead to serious health issues
What has the advent of cloud computing done to the speed of Tech … – Medium
The big three cloud providers or otherwise called Hyper scalers AWS, Microsoft Azure and GCP offer scalable computing for everyone, this means startups can massively take advantage of it which means shortage of compute power is not a hindrance for technological innovation. Let me explain what I meanultra powerful, ultra reliable, ultra scalable and ultra secure cloud computing resources are available worldwide where there is internet available.
Microsoft unveils mysterious "Azure Boost" feature that could give … – TechRadar
Microsoft has introduced a new hardware upgrade option called Azure Boost designed to improve the performance of virtual machines on its cloud computing platform. In an explainer, the company outlined how Azure Boost looks to [offload] server virtualization processes traditionally performed by the hypervisor and host OS onto purpose-built software and hardware.
eWEEK TweetChat, December 12: Tech in 2024, Predictions and … – eWeek
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China’s tech giants dip their toes into web3, but prospects are limited so far – Yahoo Finance
During the Staking Summit in Istanbul, a conference attended by hundreds of individuals involved in the staking practice of the crypto ecosystem, two exhibition booths stood out. They belonged to Tencent and Huawei. Amidst a backdrop dominated by twenty-somethings clad in trendy company hoodies and giving out well-designed merchandise, the two Chinese tech giants appeared somewhat incongruous with their more formal corporate banners
6 most underhyped technologies in IT plus one thats not dead yet – CIO
Generative AI and, more specifically, ChatGPT captivated the corporate world in 2023, with board directors, CEOs, and other executives fawning (and sometimes fearing) the technology. Their enthusiasm is justified, with multiple studies finding that AI is delivering strong value and returns on investment.