Results 81 to 90 of about 32,732 (299)

Deep reinforcement learning for dynamic computation offloading and resource allocation in cache-assisted mobile edge computing systems

open access: yesIntelligent and Converged Networks, 2020
Mobile Edge Computing (MEC) is one of the most promising techniques for next-generation wireless communication systems. In this paper, we study the problem of dynamic caching, computation offloading, and resource allocation in cache-assisted multi-user ...
Samrat Nath, Jingxian Wu
doaj   +1 more source

Integrating Reinforcement Learning With Explainable Artificial Intelligence for Real‐Time Clinical Decision Support in Dynamic Healthcare Environments

open access: yesAdvanced Intelligent Systems, EarlyView.
A hybrid Reinforcement Learning–Explainable AI framework integrates SHAP and LIME explanations directly into a Deep Q‐Network inference loop for real‐time ICU decision support. Trained on 18 142 mechanically ventilated stays from the eICU database, the system attains 93.0% decision accuracy, 20% fewer errors than RL alone, and a 91% clinician trust ...
Jannatul Ferdaus Disha   +2 more
wiley   +1 more source

Wireless device-to-device caching networks with distributed MIMO and hierarchical cooperations

open access: yes, 2022
In this comprehensive edited book, the authors introduce edge caching from a theoretical perspective and discuss its role in saving ...
Yuan, J, Guo, J, Zhang, J
core  

A Scalable and Resource‐Efficient Pipelined p‐Computer for Probabilistic Ising Machines

open access: yesAdvanced Intelligent Systems, EarlyView.
(a) Block diagram of the portfolio optimization problem: given M assets, the goal is to determine the optimal weights w that maximize the expected return (based on the mean historical assets return u), while minimizing the risk, quantified by the assets covariance matrix S.
Deborah Volpe   +9 more
wiley   +1 more source

Data Caching Optimization in the Edge Computing Environment

open access: yes, 2022
With the rapid increase in the use of mobile devices in people’s daily lives, mobile data traffic is exploding in recent years. In the edge computing environment where edge servers are deployed in close proximity to mobile users, caching popular data on ...
Zheng, Dequan   +11 more
core   +1 more source

Objectives and Key Results–Driven Multiagent Framework for Mechanical Design and Simulation

open access: yesAdvanced Intelligent Systems, EarlyView.
Objectives and key results (OKR)‐agent, an OKR‐driven multiagent framework, turns a plain‐language engineering goal into completed mechanical simulations. Three peer agents—supervisor, modeler, and simulator—share a compact board of OKR and coordinate external molecular dynamics (MD) and finite‐element solvers through a standardized tool interface. The
Jie Tian   +10 more
wiley   +1 more source

Design and Evaluation of Probabilistic Caching in Information-Centric Networking

open access: yesIEEE Access, 2018
In-network caching is a key feature of information-centric networking (ICN). However, challenges still exist in ICN caching such as how to place content replicas among cache nodes to maximize cache system benefits without introducing too much overhead ...
Haibo Wu   +4 more
doaj   +1 more source

Hash-Based Hierarchical Caching and Layered Filtering for Interactive Previews in Global Illumination Rendering

open access: yesComputers, 2020
Modern Monte-Carlo-based rendering systems still suffer from the computational complexity involved in the generation of noise-free images, making it challenging to synthesize interactive previews. We present a framework suited for rendering such previews
Thorsten Roth   +4 more
doaj   +1 more source

Bronchoscope Tip Localization With Learned Airway Constraints and an Open Source Simulator

open access: yesAdvanced Intelligent Systems, EarlyView.
BronchoLoc addresses feature‐poor bronchoscopic imaging by combining monocular video with a preoperative CT graph to estimate 3D camera location. A local tracker identifies candidate branches, while a sequence‐aware global module refines the trajectory. Demonstrating sub‐centimeter accuracy across synthetic and phantom datasets, this framework advances
Emanuele Nicotra   +7 more
wiley   +1 more source

Cache Aware User Association for Wireless Heterogeneous Networks

open access: yesIEEE Access, 2019
The proliferation of network devices and novel bandwidth hungry applications over the existing network imposes novel challenges in terms of fulfilling the users’ requirements.
Rim Haw   +4 more
doaj   +1 more source

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