Learner support in a distributed learning environment:the use of WWW-based teachware packages by Christian Langenbach, Freimut Bodendorf

“…A relatively recent development which has not yet gained widespread acceptance is the use of the World Wide Web (WWW) as a basis and platform for distributed computer assisted teaching and learning. In addition to the advantages outlined with regard to classical CBT, the WWW offers the two advantages of world wide availablity as well as ease of promptly updating courses, but also adds many possibilities of collaborative learning. …”
Get full text

Computational communication for three-dimensional dense coverage in 5G systems:architecture,approach and gain by Jinkun CHENG, Wei CHEN, Yuanming SHI

“…An integrated mobile computational communication architecture for three-dimensional dense coverage in indoor environment was proposed,and the proposed network architecture thus unified the computational electromagnetics,computational information theory and large-scale optimization into computational communication theory.Moreover,the implementation of the architecture was introduced.Specifically,the dense heterogeneous distributed radio access network was served as the wireless radio access network for the proposed computational communication architecture.Furthermore,computational electromagnetics based on channel propagation computing was implemented in parallel using the distributed computation resources.Given the exact channel propagation coefficients,the computational information theory based on channel capacity computation,as well as large-scale optimization based on multiuser network resource allocation were also achieved by the powerful computation resources.The proposed computational communication theory can thus compute the channel capacity and design power allocation scheme directly from propagation environment.…”
Get full text

Formal Verification of Multi-Thread Minimax Behavior Using mCRL2 in the Connect 4 by Diego Escobar, Jesus Insuasti

“…The parallel version of minimax distributes computations across multiple threads, with each thread evaluating different successor states concurrently. …”
Get full text

A Methodology of Real-Time Data Fusion for Localized Big Data Analytics by Sohail Jabbar, Kaleem R. Malik, Mudassar Ahmad, Omar Aldabbas, Muhammad Asif, Shehzad Khalid, Kijun Han, Syed Hassan Ahmed

“…The traditional big-data analytical approaches use data clustering as small buckets while providing distributed computation among different child nodes. These approaches bring the issues especially concerning network capacity, specialized tools and applications not capable of being trained in a short period. …”
Get full text

Distributed Optimization Methods for Nonconvex Problems with Inequality Constraints over Time-Varying Networks by Jueyou Li, Chuanye Gu, Zhiyou Wu, Changzhi Wu

“…In order to realize distributed computation, we then exploit the exact penalty function method to transform the sequence of convex constrained subproblems into unconstrained ones. …”
Get full text

A Distributed Bio-Inspired Method for Multisite Grid Mapping by I. De Falco, A. Della Cioppa, U. Scafuri, E. Tarantino

“…Computational grids assemble multisite and multiowner resources and represent the most promising solutions for processing distributed computationally intensive applications, each composed by a collection of communicating tasks. …”
Get full text

Experimental and numerical study of bubbly flow and bubble size distribution produced by swirling flow bubble generator by Hilman Syaeful Alam, Muhammad Imam Arif, Tubagus Ahmad Fauzi Soelaiman, Priyono Sutikno, Anto Tri Sugiarto, Asep Yusuf

“…A high-speed camera and Particle Image Velocimetry (PIV) were used to observe the flow and bubble size distribution. Computational Fluid Dynamics (CFD) simulations coupled with the Population-Balanced Method (PBM) were applied with transient solvers, a mixture model for two-phase flow, turbulent bubble aggregation, and Lehr breakup kernels. …”
Get full text

Modeling Spatial Data with Heteroscedasticity Using PLVCSAR Model: A Bayesian Quantile Regression Approach by Rongshang Chen, Zhiyong Chen

“…Through an approximation of the nonparametric functions with free-knot splines, we develop a Bayesian sampling approach that can be applied by the Markov chain Monte Carlo (MCMC) approach and design an efficient Metropolis–Hastings within the Gibbs sampling algorithm to explore the joint posterior distributions. Computational efficiency is achieved through a modified reversible-jump MCMC algorithm incorporating adaptive movement steps to accelerate chain convergence. …”
Get full text

A Dual Grid Collaborative Navigation Method and Computer Simulation Based on Data Link by Li Yongfeng, Hao Xiuqiang, Wu Zhenguo, Wu Gang, Guo Chubing

“…In addition, to ensure the availability of collaborative navigation under conditions such as insufficient positioning benchmarks and poor geometric distribution, adopting a navigation source selection strategy based on quality grade, which enables the target node to efficiently utilize the positioning information of other user nodes, thereby improving positioning performance. Finally, a distributed computer simulation system is constructed by closely integrating the technical characteristics and error characteristics of the data link collaborative navigation system. …”
Get full text

Distributed Deep Reinforcement Learning Via Split Computing For Connected Autonomous Vehicles by Rauch Robert, Gazda Juraj

“…This paper proposes the application of split computing paradigms for deep reinforcement learning through distributed computation between Connected Autonomous Vehicles (CAVs) and edge servers. …”
Get full text

A Green AI Methodology Based on Persistent Homology for Compressing BERT by Luis Balderas, Miguel Lastra, José M. Benítez

Get full text

Multicluster Distributed Optimization Strategy for Turbine Wake Environment by Zhenping Yu, Xinmeng Zhou, Yedong Huang, Kunyu Zhou, Guangming Cui, Juntian Qu

“…First, clustering analysis on the wind turbine layout and wind conditions to establish a foundation for efficient distributed computation is performed. Based on the clustering results, wake analysis is conducted to plan and optimize the operational strategy for each wind turbine cluster, resulting in a distributed optimization strategy for their operation. …”
Get full text

Computational Fluid Dynamic Optimization of Supply and Return Duct Position for Zone Air Distribution by Bashir E. Kareem, Younis K. Khdir

Get full text

Parallel Communicating Finite Automata: Productiveness and Succinctness by Jingnan Xie, Ching-Sheng Lin, Harry B. Hunt

“…Parallel Communicating Finite Automata (PCFA) extend classical finite automata by enabling multiple automata to operate in parallel and communicate upon request, capturing essential aspects of parallel and distributed computation. This model is relevant for studying complex systems such as computer networks and multi-agent environments. …”
Get full text

Hierarchical Federated Learning-Based Intrusion Detection for In-Vehicle Networks by Muzun Althunayyan, Amir Javed, Omer Rana, Theodoros Spyridopoulos

“…The H-FL framework incorporates multiple edge aggregators alongside the central aggregator, mitigating single-point failure risks, improving scalability, and efficiently distributing computational load. We evaluate the proposed IDS using the H-FL framework on two car hacking datasets under realistic non-independent and identically distributed (non-IID) data scenarios. …”
Get full text

Distributed High-Speed Videogrammetry for Real-Time 3D Displacement Monitoring of Large Structure on Shaking Table by Haibo Shi, Peng Chen, Xianglei Liu, Zhonghua Hong, Zhen Ye, Yi Gao, Ziqi Liu, Xiaohua Tong

“…This process eliminates the need for large calibration boards or manual visual adjustments. A distributed computation and reconstruction strategy, employing the alternating direction method of multipliers, enables the global reconstruction of time-sequenced 3D coordinates for all points of interest across multiple devices simultaneously. …”
Get full text

Safety Assessment of Microwave Breast Imaging: Heating Analysis on Digital Breast Phantoms by Alessandra Ronca, Luca Zilberti, Oriano Bottauscio, Gianluigi Tiberi, Alessandro Arduino

“…Temperature increases were estimated based on the Specific Absorption Rate distributions computed for different configurations and frequencies. …”
Get full text

Optimizing Resource Allocation and Task Offloading in Multi-UAV MEC Networks by Manzoor Ahmed, Noor Fatima, Salman Raza, Hamid Ali, Abdul Qayum, Wali Ullah Khan, Muhammad Sheraz, Teong Chee Chuah

“…By incorporating trajectory optimization through random path exploration, the proposed scheme efficiently distributes computational tasks while mitigating processing delays. …”
Get full text

Asteroid gravitational field calculation via GeodesyNets with quadratic layers by Zhitao Fu, Weitong Li, Shanhong Liu

“…The results indicate that the density distributions computed by this combined network are more in line with the actual conditions. …”
Get full text

A User-Centric Smart Library System: IoT-Driven Environmental Monitoring and ML-Based Optimization with Future Fog–Cloud Architecture by Sarkan Mammadov, Enver Kucukkulahli

“…A scalable fog–cloud architecture distributes computation between edge devices (fog) and cloud servers, optimizing resource management. …”
Get full text