Bidirectional Collaborative Optimization Scheduling of Adjustable Resources in Computing Node and Power Node by ZHOU Qianyufan, YANG Ping, WAN Siyang, CUI Jiayan, LI Fengneng, WEI Zhichu

Subjects: “…computing and power collaboration|adjustable resources|double-layer optimization|optimize scheduling…”
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Task collaborative offloading scheme in vehicle multi-access edge computing network by Guanhua QIAO, Supeng LENG, Hao LIU, Kaisheng HUANG, Fan WU

“…In order to solve the problem that traditional mobile edge computing network can’t be straightforwardly applied to the Internet of vehicles (IoV) due to high speed mobility and dynamic network topology,a vehicular edge multi-access computing network (VE-MACN) was introduced to realize collaborative computing offloading between roadside units and smart vehicles.In this context,the collaborative computation offloading was formulated as a joint multi-access model selection and task assignment problem to realize the good balance between long-term system utility,diverse needs of IoV applications and energy consumption.Considering the complex joint optimization problem,a deep reinforcement learning-based collaborative computing offloading scheme was designed to overcome the curse of dimensionality for Q-learning algorithm.The simulation results demonstrate that the feasibility and effectiveness of proposed offloading scheme.…”
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Comparing AI and human decision-making mechanisms in daily collaborative experiments by Linghao Wang, Zheyuan Jiang, Chenke Hu, Jun Zhao, Zheng Zhu, Xiqun Chen, Ziyi Wang, Tianming Liu, Guibing He, Yafeng Yin, Der-Horng Lee

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Security-driven service caching and computation offloading strategy in air-ground collaborative edge computing networks by WU Mengru, KONG Yawei, HAN Huimei, LU Haiquan, SI Peiyuan, LU Weidang, GUO Lei

“…In air-ground collaborative edge computing networks, the line-of-sight transmission links between an unmanned aerial vehicle (UAV) and ground users can improve computation offloading performance. …”
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The state of the art of diagnostic multiparty eye tracking in synchronous computer-mediated collaboration by Tom Frank Reuscher, Peyman Toreini, Alexander Maedche

“… In recent years, innovative multiparty eye tracking setups have been introduced to synchronously capture eye movements of multiple individuals engaged in computer-mediated collaboration. Despite its great potential for studying cognitive processes within groups, the method was primarily used as an interactive tool to enable and evaluate shared gaze visualizations in remote interaction. …”
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LLM-based collaborative programming: impact on students’ computational thinking and self-efficacy by Yi-Miao Yan, Chuang-Qi Chen, Yang-Bang Hu, Xin-Dong Ye

“…The results showed that incorporating LLMs into collaborative programming significantly reduced students’ cognitive load and improved their computational thinking skills. …”
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Fusion of Computer Vision and AI in Collaborative Robotics: A Review and Future Prospects by Yuval Cohen, Amir Biton, Shraga Shoval

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On Edge-Fog-Cloud Collaboration and Reaping Its Benefits: A Heterogeneous Multi-Tier Edge Computing Architecture by Niroshinie Fernando, Samir Shrestha, Seng W. Loke, Kevin Lee

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Real-Time Heterogeneous Collaborative Perception in Edge-Enabled Vehicular Environments by Samuel Thornton, Nithin Santhanam, Rajeev Chhajer, Sujit Dey

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Runtime collaborative scheduling of resources in computing power network oriented to the wide-area distributed intelligent computing environment by SONG Yao, SONG Ping, GAO Wei, LIU Shu, HUO Zhisheng

“…In response to the challenge of efficient collaborative scheduling of resources in a wide-area distributed intelligent computing environment, a runtime collaborative scheduling of resources in computing power network method is proposed. …”
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Towards a Decentralized Collaborative Framework for Scalable Edge AI by Ahmed M. Abdelmoniem , Mona Jaber , Ali Anwar , Yuchao Zhang , Mingliang Gao 

Subjects: “…collaborative computing…”
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INTELLIGENT MULTI-AGENT PLATFORM WITHIN COLLABORATIVE NETWORKED ENVIRONMENT by Adina-Georgeta CREŢAN

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Spatio-Temporal Aware Collaborative Service Ranking Prediction in IoT-Enabled Edge Computing by Yuze Huang, Xiao Chen, Wenhui Zhang, Qianxi Li, He Li

“…To address these challenges, we propose a spatio-temporal aware collaborative service ranking prediction approach, named ST-CRank, to achieve accurate service ranking results. …”
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Cloud Computing Resource Scheduling Algorithm Based on Unsampled Collaborative Knowledge Graph Network by Haichuan Sun, Liang Gu, Chenni Dong, Xin Ma, Zeyu Liu, Zhenxi Li

“…A cloud computing resource scheduling algorithm based on sampled collaborative knowledge graph network is designed to address the issues of lag in the process of cloud computing resource scheduling, high overall load rate, and large transient amplitude and phase errors. …”
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Application of edge-cloud collaborative intelligence technologies in power grids by Qing HAN, Kunlun GAO, Ting ZHAO, Jiangqi CHEN, Xinyu YANG, Shusen YANG

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Towards edge-collaborative,lightweight and secure region proposal network by Jinbo XIONG, Renwan BI, Qianxin CHEN, Ximeng LIU

Subjects: “…edge-collaborative…”
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Text Generation and Other Uneasy Human-Machine Collaborations by J. R. Carpenter

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Novel Computer-Aided Design-Based Collaboration Framework for the Conceptual–Embodiment Design Phase by Fariz Muharram Hasby, Dradjad Irianto, Lucia Diawati

Subjects: “…collaborative design…”
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A Dual Grid Collaborative Navigation Method and Computer Simulation Based on Data Link by Li Yongfeng, Hao Xiuqiang, Wu Zhenguo, Wu Gang, Guo Chubing

Subjects: “…|gnss-denied|data link|dual grid|collaborative navigation|computer simulation…”
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Cloud-Edge-Collaboration-Based Flexibility Scheduling Strategy Considering Communication and Computation Delay by Wei Zhang, Hui Miao

“…However, scheduling a large number of DSR clusters will inevitably bring unbearable transmission delay, and computation delay, which in turn lead to lower response speeds. …”
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