{"total":16,"rows":[{"id":"2111.03396","title":"FedLess: Secure and Scalable Federated Learning Using Serverless Computing","created":"2021-11-05","cited_by_count":13,"area":null},{"id":"2604.00499","title":"Scheduling LLM Inference with Uncertainty-Aware Output Length Predictions","created":"2026-04-01","cited_by_count":8,"area":null},{"id":"2107.07346","title":"You Do Not Need a Bigger Boat: Recommendations at Reasonable Scale in a (Mostly) Serverless and Open Stack","created":"2021-07-15","cited_by_count":5,"area":null},{"id":"2404.07164","title":"PIM-Opt: Demystifying Distributed Optimization Algorithms on a Real-World Processing-In-Memory System","created":"2024-04-10","cited_by_count":5,"area":null},{"id":"2205.01853","title":"SMLT: A Serverless Framework for Scalable and Adaptive Machine Learning Design and Training","created":"2022-05-04","cited_by_count":4,"area":null},{"id":"2309.14139","title":"Exploring the Impact of Serverless Computing on Peer To Peer Training Machine Learning","created":"2023-09-25","cited_by_count":3,"area":null},{"id":"2309.14148","title":"SPIRT: A Fault-Tolerant and Reliable Peer-to-Peer Serverless ML Training Architecture","created":"2023-09-25","cited_by_count":3,"area":null},{"id":"2211.05739","title":"FedLesScan: Mitigating Stragglers in Serverless Federated Learning","created":"2022-11-10","cited_by_count":2,"area":null},{"id":"2403.15195","title":"FSD-Inference: Fully Serverless Distributed Inference with Scalable Cloud Communication","created":"2024-03-22","cited_by_count":2,"area":null},{"id":"2202.11243","title":"MLProxy: SLA-Aware Reverse Proxy for Machine Learning Inference Serving on Serverless Computing Platforms","created":"2022-02-23","cited_by_count":1,"area":null},{"id":"2302.13995","title":"Architecting Peer-to-Peer Serverless Distributed Machine Learning Training for Improved Fault Tolerance","created":"2023-02-27","cited_by_count":0,"area":null},{"id":"2303.05330","title":"Cloudless-Training: A Framework to Improve Efficiency of Geo-Distributed ML Training","created":"2023-03-09","cited_by_count":0,"area":null},{"id":"2502.12017","title":"Scalable and Cost-Efficient ML Inference: Parallel Batch Processing with Serverless Functions","created":"2025-01-30","cited_by_count":0,"area":null},{"id":"2503.00323","title":"FLStore: Efficient Federated Learning Storage for non-training workloads","created":"2025-03-01","cited_by_count":0,"area":null},{"id":"2601.00380","title":"Word Frequency Counting Based on Serverless MapReduce","created":"2026-01-01","cited_by_count":0,"area":null},{"id":"2604.22072","title":"Shard the Gradient, Scale the Model: Serverless Federated Aggregation via Gradient Partitioning","created":"2026-04-23","cited_by_count":0,"area":null}],"next_cursor":null}