| Communication-Efficient Device Scheduling for Federated Learning Using Stochastic Optimization | Jan 19, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Sensor Scheduling Design for Complex Networks under a Distributed State Estimation Framework | Jan 18, 2022 | SchedulingState Estimation | —Unverified | 0 |
| System-Agnostic Meta-Learning for MDP-based Dynamic Scheduling via Descriptive Policy | Jan 18, 2022 | DescriptiveMeta-Learning | —Unverified | 0 |
| Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale | Jan 18, 2022 | Scheduling | —Unverified | 0 |
| Railway Operation Rescheduling System via Dynamic Simulation and Reinforcement Learning | Jan 17, 2022 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Efficient Data-Plane Memory Scheduling for In-Network Aggregation | Jan 17, 2022 | Scheduling | —Unverified | 0 |
| Transfer-Tuning: Reusing Auto-Schedules for Efficient Tensor Program Code Generation | Jan 14, 2022 | Code GenerationCPU | CodeCode Available | 0 |
| Value of Fleet Vehicle Grid in Providing Transmission System Operator Services | Jan 14, 2022 | Scheduling | —Unverified | 0 |
| OrchestRAN: Network Automation through Orchestrated Intelligence in the Open RAN | Jan 14, 2022 | Scheduling | —Unverified | 0 |
| A Minimax Framework for Two-Agent Scheduling with Inertial Constraints | Jan 13, 2022 | SchedulingVocal Bursts Valence Prediction | —Unverified | 0 |
| Learning to Identify Top Elo Ratings: A Dueling Bandits Approach | Jan 12, 2022 | Scheduling | CodeCode Available | 0 |
| Electric vehicle charge scheduling with flexible service operations | Jan 11, 2022 | Scheduling | —Unverified | 0 |
| A Simulation Platform for Multi-tenant Machine Learning Services on Thousands of GPUs | Jan 10, 2022 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Conditional Approximate Normalizing Flows for Joint Multi-Step Probabilistic Forecasting with Application to Electricity Demand | Jan 8, 2022 | Decision MakingScheduling | CodeCode Available | 0 |
| Machine-learning-based arc selection for constrained shortest path problems in column generation | Jan 7, 2022 | ARCBIG-bench Machine Learning | —Unverified | 0 |
| Event-based EV Charging Scheduling in A Microgrid of Buildings | Jan 6, 2022 | Scheduling | —Unverified | 0 |
| Dynamic GPU Energy Optimization for Machine Learning Training Workloads | Jan 5, 2022 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| Data Driven Safe Gain-Scheduling Control | Jan 3, 2022 | Scheduling | —Unverified | 0 |
| Hybrid intelligence for dynamic job-shop scheduling with deep reinforcement learning and attention mechanism | Jan 3, 2022 | Deep Reinforcement LearningGraph Representation Learning | CodeCode Available | 1 |
| A Literature Review on Length of Stay Prediction for Stroke Patients using Machine Learning and Statistical Approaches | Dec 30, 2021 | Length-of-Stay predictionManagement | —Unverified | 0 |
| Learning Based Task Offloading in Digital Twin Empowered Internet of Vehicles | Dec 28, 2021 | Autonomous VehiclesScheduling | —Unverified | 0 |
| Cooperation in Space: HAPS-Aided Optical Inter-Satellite Connectivity with Opportunistic Scheduling | Dec 28, 2021 | PositionScheduling | —Unverified | 0 |
| Automatic Configuration for Optimal Communication Scheduling in DNN Training | Dec 27, 2021 | Bayesian OptimizationScheduling | —Unverified | 0 |
| RELDEC: Reinforcement Learning-Based Decoding of Moderate Length LDPC Codes | Dec 27, 2021 | Meta Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation | Dec 24, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| DeepGANTT: A Scalable Deep Learning Scheduler for Backscatter Networks | Dec 24, 2021 | Combinatorial OptimizationDeep Learning | —Unverified | 0 |
| LFT Representation of a Class of Nonlinear Systems: A Data-Driven Approach | Dec 23, 2021 | Scheduling | —Unverified | 0 |
| Run-of-Mine Stockyard Recovery Scheduling and Optimisation for Multiple Reclaimers | Dec 23, 2021 | Scheduling | —Unverified | 0 |
| DRF Codes: Deep SNR-Robust Feedback Codes | Dec 22, 2021 | DecoderScheduling | —Unverified | 0 |
| A Scalable Deep Reinforcement Learning Model for Online Scheduling Coflows of Multi-Stage Jobs for High Performance Computing | Dec 21, 2021 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| TFDPM: Attack detection for cyber-physical systems with diffusion probabilistic models | Dec 20, 2021 | Scheduling | —Unverified | 0 |
| Safe multi-agent deep reinforcement learning for joint bidding and maintenance scheduling of generation units | Dec 20, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Masked Deep Q-Recommender for Effective Question Scheduling | Dec 19, 2021 | Knowledge TracingReinforcement Learning (RL) | —Unverified | 0 |
| Scheduling HVAC loads to promote renewable generation integration with a learning-based joint chance-constrained approach | Dec 18, 2021 | Computational EfficiencyScheduling | —Unverified | 0 |
| ColO-RAN: Developing Machine Learning-based xApps for Open RAN Closed-loop Control on Programmable Experimental Platforms | Dec 17, 2021 | Deep Reinforcement LearningScheduling | CodeCode Available | 1 |
| A prediction-based approach for online dynamic patient scheduling: a case study in radiotherapy treatment | Dec 16, 2021 | regressionScheduling | —Unverified | 0 |
| GOSH: Task Scheduling Using Deep Surrogate Models in Fog Computing Environments | Dec 16, 2021 | Scheduling | CodeCode Available | 1 |
| Adaptive Beamwidth Configuration for Millimeter Wave V2X Scheduling | Dec 14, 2021 | ManagementScheduling | —Unverified | 0 |
| Hierarchical Stochastic Scheduling of Multi-Community Integrated Energy Systems in Uncertain Environments via Stackelberg Game | Dec 14, 2021 | energy managementGenerative Adversarial Network | —Unverified | 0 |
| MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems | Dec 14, 2021 | Cloud ComputingDistributed Computing | CodeCode Available | 1 |
| Scheduling Servers with Stochastic Bilinear Rewards | Dec 13, 2021 | Scheduling | CodeCode Available | 0 |
| Knowledge-based optimal irrigation scheduling of agro-hydrological systems | Dec 12, 2021 | Model Predictive ControlScheduling | —Unverified | 0 |
| LSTM-based model predictive control with discrete inputs for irrigation scheduling | Dec 12, 2021 | Computational EfficiencyModel Predictive Control | —Unverified | 0 |
| Efficient Device Scheduling with Multi-Job Federated Learning | Dec 11, 2021 | Bayesian OptimizationFairness | —Unverified | 0 |
| ElegantRL-Podracer: Scalable and Elastic Library for Cloud-Native Deep Reinforcement Learning | Dec 11, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 2 |
| VMAgent: Scheduling Simulator for Reinforcement Learning | Dec 9, 2021 | Cloud Computingreinforcement-learning | CodeCode Available | 1 |
| A simulation driven optimization algorithm for scheduling sorting center operations | Dec 7, 2021 | Scheduling | —Unverified | 0 |
| Optimal Scheduling of Energy Storage for Power System with Capability of Sensing Short-term Future PV Power Production | Dec 7, 2021 | energy managementManagement | —Unverified | 0 |
| FleetX | Dec 6, 2021 | CPUDistributed Computing | —Unverified | 0 |
| Learning-based Measurement Scheduling for Loosely-Coupled Cooperative Localization | Dec 6, 2021 | Combinatorial OptimizationScheduling | —Unverified | 0 |