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Towards efficient big data processing in data centres.. Imperial College London, UK, (2017)British Library, EThOS.ServerlessLLM: Locality-Enhanced Serverless Inference for Large Language Models., , , , , , and . CoRR, (2024)GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning Models., , , , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 36380-36390. PMLR, (2023)TorchOpt: An Efficient Library for Differentiable Optimization., , , , , , and . CoRR, (2022)NetAgg: Using Middleboxes for Application-specific On-path Aggregation in Data Centres., , , , , , and . CoNEXT, page 249-262. ACM, (2014)Move Fast and Meet Deadlines: Fine-grained Real-time Stream Processing with Cameo., , , , and . NSDI, page 389-405. USENIX Association, (2021)Optimizing Network Performance in Distributed Machine Learning., , and . HotCloud, USENIX Association, (2015)Parallel Fully Convolutional Network for Semantic Segmentation., , , , , and . IEEE Access, (2021)Quiver: Supporting GPUs for Low-Latency, High-Throughput GNN Serving with Workload Awareness., , , , , , , , , and . CoRR, (2023)MoE-Infinity: Activation-Aware Expert Offloading for Efficient MoE Serving., , , , and . CoRR, (2024)