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CCL-Bench 1.0: A Trace-Based Benchmark for LLM Infrastructure
Published in ArXiv cs.DC Recent Papers (2026)Subjects: “…Computer Science & IT…”
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ROSE: Rollout On Serving GPUs via Cooperative Elasticity for Agentic RL
Published in ArXiv cs.DC Recent Papers (2026)Subjects: “…Computer Science & IT…”
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ADELIA: Automatic Differentiation for Efficient Laplace Inference Approximations
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ResiHP: Taming LLM Training Failures with Dynamic Hybrid
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Safactory: A Scalable Agent Factory for Trustworthy Autonomous Intelligence
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TACO: A Toolsuite for the Verification of Threshold Automata
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Tackling the Data-Parallel Load Balancing Bottleneck in LLM Serving: Practical Online Routing at Scale
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VibeServe: Can AI Agents Build Bespoke LLM Serving Systems?
Published in ArXiv cs.DC Recent Papers (2026)Subjects: “…Computer Science & IT…”
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FalconGEMM: Surpassing Hardware Peaks with Lower-Complexity Matrix Multiplication
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Relay Buffer Independent Communication over Pooled HBM for Efficient MoE Inference on Ascend
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From Coordinate Matching to Structural Alignment: Rethinking Prototype Alignment in Heterogeneous Federated Learning
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MoE-Hub: Taming Software Complexity for Seamless MoE Overlap with Hardware-Accelerated Communication on Multi-GPU Systems
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SuperPaymaster: Eliminating Centralized Signer Authority via Asset-Oriented Abstraction to Reconcile Usability and Decentralization in Account Abstraction
Published in ArXiv cs.DC Recent Papers (2026)Subjects: “…Computer Science & IT…”
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A Privacy-Preserving Machine Learning Framework for Edge Intelligence: An Empirical Analysis
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LLM-Enhanced Deep Reinforcement Learning for Task Offloading in Collaborative Edge Computing
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Irminsul: MLA-Native Position-Independent Caching for Agentic LLM Serving
Published in ArXiv cs.DC Recent Papers (2026)Subjects: “…Computer Science & IT…”
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Towards Compute-Aware In-Switch Computing for LLMs Tensor-Parallelism on Multi-GPU Systems
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Accelerating MoE with Dynamic In-Switch Computing on Multi-GPUs
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A Scalable Digital Twin Framework for Energy Optimization in Data Centers
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EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge
Published in ArXiv cs.DC Recent Papers (2026)Subjects: “…Computer Science & IT…”
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