| Machine Learning Fleet Efficiency: Analyzing and Optimizing Large-Scale Google TPU Systems with ML Productivity Goodput | Feb 10, 2025 | Scheduling | —Unverified | 0 |
| A Survey on Video Analytics in Cloud-Edge-Terminal Collaborative Systems | Feb 10, 2025 | Autonomous DrivingEdge-computing | —Unverified | 0 |
| Online Scheduling for LLM Inference with KV Cache Constraints | Feb 10, 2025 | Large Language ModelScheduling | —Unverified | 0 |
| A Comprehensive Energy Management Application Method considering Smart Home Occupant Behavior using IoT and Real Big Data | Feb 9, 2025 | energy managementManagement | —Unverified | 0 |
| A Hybrid Tabu Scatter Search Algorithm for Simulation-Based Optimization of Multi-Objective Runway Operations Scheduling | Feb 8, 2025 | FairnessScheduling | —Unverified | 0 |
| Fixed-Throughput GRAND with FIFO Scheduling | Feb 7, 2025 | DecoderScheduling | —Unverified | 0 |
| Stabilizing scheduling logic for networked control systems under limited capacity and lossy communication networks | Feb 6, 2025 | Scheduling | —Unverified | 0 |
| MEETING DELEGATE: Benchmarking LLMs on Attending Meetings on Our Behalf | Feb 5, 2025 | BenchmarkingScheduling | —Unverified | 0 |
| Blackout DIFUSCO | Feb 5, 2025 | Combinatorial OptimizationScheduling | CodeCode Available | 0 |
| Algorithms with Calibrated Machine Learning Predictions | Feb 5, 2025 | SchedulingUncertainty Quantification | —Unverified | 0 |
| E-3SFC: Communication-Efficient Federated Learning with Double-way Features Synthesizing | Feb 5, 2025 | Federated LearningScheduling | CodeCode Available | 0 |
| A Scalable Crawling Algorithm Utilizing Noisy Change-Indicating Signals | Feb 4, 2025 | Scheduling | —Unverified | 0 |
| Deep Reinforcement Learning for Dynamic Resource Allocation in Wireless Networks | Feb 3, 2025 | Deep Reinforcement Learningrllib | —Unverified | 0 |
| Resilient UAV Trajectory Planning via Few-Shot Meta-Offline Reinforcement Learning | Feb 3, 2025 | Meta-LearningOffline RL | —Unverified | 0 |
| ModServe: Scalable and Resource-Efficient Large Multimodal Model Serving | Feb 2, 2025 | DecoderGPU | —Unverified | 0 |
| OrcaLoca: An LLM Agent Framework for Software Issue Localization | Feb 1, 2025 | Code SearchLanguage Modeling | —Unverified | 0 |
| The Surprising Agreement Between Convex Optimization Theory and Learning-Rate Scheduling for Large Model Training | Jan 31, 2025 | Scheduling | CodeCode Available | 1 |
| Optimizing Job Allocation using Reinforcement Learning with Graph Neural Networks | Jan 31, 2025 | Reinforcement Learning (RL)Scheduling | —Unverified | 0 |
| Update Estimation and Scheduling for Over-the-Air Federated Learning with Energy Harvesting Devices | Jan 30, 2025 | Federated LearningScheduling | —Unverified | 0 |
| Genetic Algorithm with Innovative Chromosome Patterns in the Breeding Process | Jan 30, 2025 | Combinatorial OptimizationDiversity | CodeCode Available | 0 |
| Prompt-Aware Scheduling for Efficient Text-to-Image Inferencing System | Jan 29, 2025 | SchedulingSensitivity | —Unverified | 0 |
| Decision-Theoretic Approaches in Learning-Augmented Algorithms | Jan 29, 2025 | Decision MakingScheduling | —Unverified | 0 |
| Real Time Scheduling Framework for Multi Object Detection via Spiking Neural Networks | Jan 29, 2025 | object-detectionObject Detection | —Unverified | 0 |
| Investigating the Monte-Carlo Tree Search Approach for the Job Shop Scheduling Problem | Jan 29, 2025 | Job Shop SchedulingScheduling | —Unverified | 0 |
| Towards Resource-Efficient Compound AI Systems | Jan 28, 2025 | Decision MakingManagement | —Unverified | 0 |
| MACI: Multi-Agent Collaborative Intelligence for Adaptive Reasoning and Temporal Planning | Jan 28, 2025 | Common Sense ReasoningManagement | —Unverified | 0 |
| Restless Multi-armed Bandits under Frequency and Window Constraints for Public Service Inspections | Jan 27, 2025 | Multi-Armed BanditsScheduling | —Unverified | 0 |
| A Benchmarking Environment for Worker Flexibility in Flexible Job Shop Scheduling Problems | Jan 27, 2025 | BenchmarkingEvolutionary Algorithms | —Unverified | 0 |
| Mode Switching-Induced Instability of Multi-source Feed DC Microgrid | Jan 27, 2025 | ManagementScheduling | —Unverified | 0 |
| THOR: A Generic Energy Estimation Approach for On-Device Training | Jan 27, 2025 | Scheduling | —Unverified | 0 |
| Improving DBMS Scheduling Decisions with Fine-grained Performance Prediction on Concurrent Queries -- Extended | Jan 27, 2025 | Scheduling | —Unverified | 0 |
| Qwen2.5-1M Technical Report | Jan 26, 2025 | Scheduling | —Unverified | 0 |
| Advancing Generative Artificial Intelligence and Large Language Models for Demand Side Management with Internet of Electric Vehicles | Jan 26, 2025 | Code Generationenergy management | —Unverified | 0 |
| Locality-aware Fair Scheduling in LLM Serving | Jan 24, 2025 | FairnessLanguage Modeling | —Unverified | 0 |
| Age and Power Minimization via Meta-Deep Reinforcement Learning in UAV Networks | Jan 24, 2025 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge | Jan 23, 2025 | SchedulingStreaming video understanding | CodeCode Available | 2 |
| Minimizing Queue Length Regret for Arbitrarily Varying Channels | Jan 23, 2025 | Scheduling | CodeCode Available | 0 |
| An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem | Jan 23, 2025 | DenoisingScheduling | CodeCode Available | 1 |
| Offline Critic-Guided Diffusion Policy for Multi-User Delay-Constrained Scheduling | Jan 22, 2025 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| An Offline Multi-Agent Reinforcement Learning Framework for Radio Resource Management | Jan 22, 2025 | ManagementMulti-agent Reinforcement Learning | —Unverified | 0 |
| Distributed Multi-Head Learning Systems for Power Consumption Prediction | Jan 21, 2025 | Diversityenergy management | —Unverified | 0 |
| AdaServe: Accelerating Multi-SLO LLM Serving with SLO-Customized Speculative Decoding | Jan 21, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Goal-oriented Transmission Scheduling: Structure-guided DRL with a Unified Dual On-policy and Off-policy Approach | Jan 21, 2025 | Scheduling | —Unverified | 0 |
| Optimal User and Target Scheduling, User-Target Pairing, and Low-Resolution Phase-Only Beamforming for ISAC Systems | Jan 20, 2025 | ISACScheduling | —Unverified | 0 |
| A Dynamic Improvement Framework for Vehicular Task Offloading | Jan 20, 2025 | Scheduling | —Unverified | 0 |
| FSMoE: A Flexible and Scalable Training System for Sparse Mixture-of-Experts Models | Jan 18, 2025 | GPUMixture-of-Experts | —Unverified | 0 |
| HEART: Achieving Timely Multi-Model Training for Vehicle-Edge-Cloud-Integrated Hierarchical Federated Learning | Jan 17, 2025 | Federated LearningScheduling | —Unverified | 0 |
| Modelling Activity Scheduling Behaviour with Deep Generative Machine Learning | Jan 17, 2025 | EpidemiologyScheduling | —Unverified | 0 |
| Random-Key Algorithms for Optimizing Integrated Operating Room Scheduling | Jan 17, 2025 | Combinatorial OptimizationDecoder | —Unverified | 0 |
| Split-Aperture Phased Array Radar Resource Management for Tracking Tasks | Jan 16, 2025 | ManagementScheduling | —Unverified | 0 |