{"total":13,"rows":[{"id":"2402.02338","title":"NetLLM: Adapting Large Language Models for Networking","created":"2024-02-04","cited_by_count":78,"area":null},{"id":"2310.10046","title":"TRANSOM: An Efficient Fault-Tolerant System for Training LLMs","created":"2023-10-16","cited_by_count":13,"area":null},{"id":"2108.03645","title":"Online Evolutionary Batch Size Orchestration for Scheduling Deep Learning Workloads in GPU Clusters","created":"2021-08-08","cited_by_count":7,"area":null},{"id":"2205.11913","title":"Deep Learning Workload Scheduling in GPU Datacenters: Taxonomy, Challenges and Vision","created":"2022-05-24","cited_by_count":6,"area":null},{"id":"2308.08500","title":"InTune: Reinforcement Learning-based Data Pipeline Optimization for Deep Recommendation Models","created":"2023-08-13","cited_by_count":3,"area":null},{"id":"2105.05080","title":"ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted resource clusterS","created":"2021-05-11","cited_by_count":2,"area":null},{"id":"2309.01226","title":"Saturn: An Optimized Data System for Large Model Deep Learning Workloads","created":"2023-09-03","cited_by_count":2,"area":null},{"id":"2401.16492","title":"GPU Cluster Scheduling for Network-Sensitive Deep Learning","created":"2024-01-29","cited_by_count":2,"area":null},{"id":"2412.15519","title":"PreNeT: Leveraging Computational Features to Predict Deep Neural Network Training Time","created":"2024-12-20","cited_by_count":1,"area":null},{"id":"2603.05694","title":"Warm Starting State-Space Models with Automata Learning","created":"2026-03-05","cited_by_count":1,"area":null},{"id":"2505.12815","title":"Learning In Chaos: Efficient Autoscaling and Self-Healing for Multi-Party Distributed Training","created":"2025-05-19","cited_by_count":0,"area":null},{"id":"2604.10404","title":"Sense Less, Infer More: Agentic Multimodal Transformers for Edge Medical Intelligence","created":"2026-04-12","cited_by_count":0,"area":null},{"id":"2605.30155","title":"Neural Network Verification using Partial Multi-Neuron Relaxation","created":"2026-05-28","cited_by_count":0,"area":null}],"next_cursor":null}