Search Results - "ArXiv cs.DC Recent Papers"

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  1. OpenG2G: A Simulation Platform for AI Datacenter-Grid Runtime Coordination

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  2. Nitsum: Serving Tiered LLM Requests with Adaptive Tensor Parallelism

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  3. Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation

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  4. FLAM: Evaluating Model Performance with Aggregatable Measures in Federated Learning

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  5. mathsf{VISTA}: Decentralized Machine Learning in Adversary Dominated Environments

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  6. Accelerating Precise End-to-End Simulation: Latency-Sensitive Many-core System Modeling

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  7. A Scalable Recipe on SuperMUC-NG Phase 2: Efficient Large-Scale Training of Language Models

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  8. HexiSeq: Accommodating Long Context Training of LLMs over Heterogeneous Hardware

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  9. Deadline-Driven Hierarchical Agentic Resource Sharing for AI Services and RAN Functions in AI-RAN

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  10. RcLLM: Accelerating Generative Recommendation via Beyond-Prefix KV Caching

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  11. MERBIT: A GPU-Based SpMV Method for Iterative Workloads

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  12. SparseRL-Sync: Lossless Weight Synchronization with ~100x Less Communication

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  13. TREA: Low-precision Time-Multiplexed, Resource-Efficient Edge Accelerator for Object Detection and Classification

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  14. Resource-Element Energy Difference for Noncoherent Over-the-Air Federated Learning

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  15. FATE: Future-State-Aware Scheduling for Heterogeneous LLM Workflows

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  16. On Similarity of Computational Kernels in our Codes and Proxies

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  17. Regulating Branch Parallelism in LLM Serving

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  18. Closer in the Gap: Towards Portable Performance on RISC-V Vector Processors

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  19. An Uncertainty-Aware Resilience Micro-Agent for Causal Observability in the Computing Continuum

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  20. Surviving Partial Rank Failures in Wide Expert-Parallel MoE Inference

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