Research Papers
Research Papers news — Friday 06 November 2026
15 stories from 2 sources, every one in English. Each links to its publisher.
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AgentServe: Algorithm-System Co-Design for Efficient Agentic AI Serving on a Consumer-Grade GPU
arXiv cs.DC (Distributed)
arXiv:2603.10342v2 Announce Type: replace Abstract: Large language models (LLMs) are increasingly deployed as AI agents that operate in short reasoning-action loops, interleaving model computation with external calls. Unlike traditional…
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Random Centres and the $\varepsilon$-Dependence of Constant-Round Planar Domination
arXiv cs.DC (Distributed)
arXiv:2610.38020v2 Announce Type: replace Abstract: It was recently shown (arXiv:2610.09618) that the infimum of the approximation ratios of deterministic constant-round LOCAL algorithms for minimum dominating set on planar graphs is 7…
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Precision - Preserving Subtensor Inference for a 22B Joint Audio - Video Generator under a Fixed GPU Working Set
arXiv cs.DC (Distributed)
arXiv:2611.08023v1 Announce Type: new Abstract: Complete-block offloading reduces model residency but requires each transferred block to fit the GPU budget. We present Precision-Preserving Subtensor Inference (PSI), a fixed-arena runtime…
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Post-Quantum Authentication of IoT Data on Ethereum: Signatures, the Calldata Floor, and Device-Signed Merkle Roots
arXiv cs.DC (Distributed)
arXiv:2611.08108v1 Announce Type: new Abstract: Field devices deployed today will still be producing records when quantum computers may break their signatures, so systems that anchor IoT data on blockchains need a post-quantum (PQ)…
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Quantum Advantage in Local Certification of Graph Properties
arXiv cs.DC (Distributed)
arXiv:2611.08076v1 Announce Type: new Abstract: Local certification allows network vertices to verify global properties using certificates from an untrusted prover and communication with their neighbors. Its complexity is the maximum…
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xDSL-CCPP: An alternative code generator for atmospheric modelling
arXiv cs.DC (Distributed)
arXiv:2611.08060v1 Announce Type: new Abstract: The Common Community Physics Package (CCPP) is a framework designed to simplify the exchange of physics packages between state-of-the-art atmospheric models. A core software component of CCPP…
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SEER: A Scalable Event-Driven Runtime for Parallel Execution of Multi-Agent Reinforcement Learning Environments
arXiv cs.DC (Distributed)
arXiv:2611.07996v1 Announce Type: new Abstract: Multi-agent reinforcement learning (MARL) is increasingly used in systems where many entities interact in a shared environment. In these workloads, policy inference can be batched on GPUs…
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Modular Parameterized Model Checking of Threshold-Based Distributed Algorithms
arXiv cs.DC (Distributed)
arXiv:2611.07919v1 Announce Type: new Abstract: We present a novel approach for model checking fault-tolerant distributed algorithms: instead of building large, monolithic algorithm models, we propose a modular approach where the user…
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Characterizing CUDA Locality Domains on Blackwell GPUs
arXiv cs.DC (Distributed)
arXiv:2611.07535v1 Announce Type: new Abstract: Low latency is critical to user experience. As NVIDIA Blackwell and Rubin GPUs advance multi-die scaling, data placement and cross-die communication become increasingly important. However…
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DMuon: Scaling Matrix Optimizers in Data Parallelism with Topology-Aware Matrix Ownership and Communication
arXiv cs.DC (Distributed)
arXiv:2611.07084v1 Announce Type: new Abstract: Matrix optimizers such as Muon update whole weight matrices, which conflicts with the element- or row-wise sharding of data-parallel runtimes. Once parameters are sharded as well, matrix…
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Not All Loops Cost the Same: Phase-Dependent Depth for Serving Looped Transformers
arXiv cs.DC (Distributed)
arXiv:2611.07211v1 Announce Type: new Abstract: Looped transformers scale inference-time reasoning by repeatedly reusing a shared core, increasing computation without increasing parameter count. Serving prefilling and decoding with a…
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Capability Gain from ISA to Shared Execution on AMD MI300A and MI250X
arXiv cs.DC (Distributed)
arXiv:2611.07198v1 Announce Type: new Abstract: Each new GPU generation is showcased by its peak instruction rates, yet users hardly ever run instructions directly: they reach the hardware's performance through vendor libraries…
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Wave-Based Dispatch for Circuit Cutting in Hybrid HPC-Quantum Systems
arXiv cs.DC (Distributed)
arXiv:2604.15279v2 Announce Type: replace Abstract: Hybrid High-performance Computing (HPC)-quantum workloads based on circuit cutting decompose large quantum circuits into independent fragments, but existing frameworks tightly couple…
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GINGER: Spicing Up Graph-Based Vector Search
arXiv cs.DC (Distributed)
arXiv:2611.08306v1 Announce Type: cross Abstract: We present \textsc{Ginger}, a state-of-the-art open-source C++ library for graph-based approximate nearest neighbor search (ANNS). We developed \textsc{Ginger} at Google to push the speed…
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These AI agents design your perfect robot-powered lab — and run it for you
Nature Technology