Computation Offloading

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15 papers0 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

  1. SeqMoE: Toward Full-Load Performance via Predictive and Graph-Compatible MoE Offloading

    Sep 11, 2026Zihan Wang, Yuqi Wang, Lei Gong +5Expert OffloadingLLM Inference Scheduling

    University of Science and Technology of China Hefei, China · Suzhou Institute for Advanced Research, University of Science and Technology of China Suzhou, China

  2. Active Beyond-Diagonal RIS Empowered Heterogeneous Edge Computing: A Distributional Reinforcement Learning Approach

    Jul 14, 2026Tianyu Pang, Hongyu LiDistributional RLReconfigurable Intelligent Surfaces

    Internet of Things Thrust, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China

  3. Fine-Grained Computation Offload for Off-the-Shelf Servers in Tens of Lines

    Jul 2, 2026Bojie LiComputation OffloadingHeterogeneous Computing

    Pine AI

  4. Transformer-Enhanced Reinforcement Learning: Fundamentals and Applications in Communication Networks

    May 26, 2026Nguyen Cong Luong, Shaohan Feng, Nguyen Duc Hai +10Reinforcement LearningTransformer-Based RL

    Faculty of Computer Science, Phenikaa University, Hanoi 12116, Vietnam · School of Information and Electronic Engineering (Sussex Artificial Intelligence Institute), Zhejiang Gongshang University, Hangzhou 310018, China · Faculty of Artificial Intelligence and Data Science, Phenikaa University, Duong Noi, Hanoi 12116, Vietnam +4

  5. DAG-Based QoS-Aware Dynamic Task Placement for Networked Multi-Stage Control Pipelines

    May 19, 2026Thien Tran, Jonathan Kua, Thuong Hoang +3Robotic ControlEdge Computing

    Deakin University, Australia · RMIT University, Vietnam · University of Navarra, Spain +1

  6. An Agentic AI Framework with Large Language Models and Chain-of-Thought for UAV-Assisted Logistics Scheduling with Mobile Edge Computing

    May 13, 2026Hanwen Zhang, Dusit Niyato, Wei Zhang +2Large Language Model-Guided OptimizationEdge Computing

    College of Computing and Data Science, Nanyang Technological University, Singapore, 639798, Singapore · Information and Communications Technology Cluster, Singapore Institute of Technology, Singapore, 828608, Singapore

  7. Adaptive DNN Partitioning and Offloading in Heterogeneous Edge-Cloud Continuum

    May 10, 2026Akuen Akoi Deng, Eimantas Butkus, Alfreds Lapkovskis +1Efficient Neural Network InferenceEnergy-Efficient ML

    Department of Computer and Systems Sciences, Stockholm University, Borgarfjordsgatan 12, Stockholm, Sweden

  8. HCInfer: An Efficient Inference System via Error Compensation for Resource-Constrained Devices

    May 7, 2026Shen Xu, Xiangwen Zhuge, Zhe Xu +3LLM CompressionMemory-Efficient Inference

    Tsinghua University · Huazhong University of Science and Technology

  9. Edge-Based Standing-Water Detection via FSM-Guided Tiering and Multi-Model Consensus

    Mar 31, 2026Oliver Aleksander Larsen, Mahyar T. MoghaddamComputation OffloadingEdge Inference

    SDU – University of Southern Denmark, MMMI, Odense, Denmark

  10. Deep Reinforcement Learning-driven Edge Offloading for Latency-constrained XR pipelines

    Mar 17, 2026Sourya Saha, Saptarshi DebroyComputation OffloadingEdge Computing

    City University of New York

  11. PPO-Based Hybrid Optimization for RIS-Assisted Semantic Vehicular Edge Computing

    Mar 10, 2026Wei Feng, Jingbo Zhang, Qiong Wu +2Computation OffloadingEdge Computing

    School of Internet of Things Engineering, Jiangnan University, Wuxi 214122, China · State Key Laboratory of Space Network and Communications, Beijing National Research Center for Information Science and Technology, Department of Electronic Engineering, Tsinghua University, Beijing 100084, China · Qualcomm, San Jose, CA 95110, USA

  12. Constraint-Aware Execution Planning for Hybrid Space-Ground Compute Workloads

    Mar 4, 2026Subhadip MitraComputation OffloadingLEO Satellite Networks

    RotaStellar

  13. TriMoE: Augmenting GPU with AMX-Enabled CPU and DIMM-NDP for High-Throughput MoE Inference via Offloading

    Mar 1, 2026Yudong Pan, Yintao He, Tianhua Han +7Mixture-of-Experts InferenceLLM Inference Acceleration

    SKLP, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China · University of Chinese Academy of Sciences, Beijing, China

  14. Bandwidth-adaptive Cloud-Assisted 360-Degree 3D Perception for Autonomous Vehicles

    Feb 27, 2026Faisal Hawladera, Rui Meireles, Gamal Elghazaly +2Computation OffloadingAdaptive Inference

    Interdisciplinary Centre for Security, Reliability, and Trust (SnT), University of Luxembourg, L-1855, Luxembourg · Computer Science Department, Vassar College, Poughkeepsie, NY 12604, USA · Instituto de Telecomunicações, Faculdade de Engenharia, Universidade do Porto, Rua Dr. Roberto Frias, 4200–465 Porto, Portugal

  15. Carbon-aware decentralized dynamic task offloading in MIMO-MEC networks via multi-agent reinforcement learning

    Feb 21, 2026Mubshra Zulfiqar, Muhammad Ayzed Mirza, Basit QureshiComputation OffloadingCarbon-Aware Computing

    School of Computer Science and Artificial Intelligence, Wuhan University of Technology, Wuhan, 430000, Hubei, China · School of Computer Science and Information Engineering, Qilu Institute of Technology, Jinan, 250200, Shandong, China · Department of Computer Science, Prince Sultan University, Riyadh, 12435, Riyadh Province, Saudi Arabia