Author

A. Klimovic

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Preprint Oct 2026

Mosaic: GPU Sharing with Latency Guarantees through Kernel-Level Interference Prediction

GPUs are increasingly in demand for AI workloads, yet often remain substantially underutilized, motivating workload colocation. However, colocation introduces interference that can degrade latency-critical workloads. Existing approaches mitigate interference using either heuristic-based scheduling or interference predi...

F. Strati, Ethan Graham, Leo Stephan et al. · 0 citations

#artificial intelligence Preprint Oct 2026

Zephon: Elastic Determinism for Online, Stateful Foundation Model Data Loading Pipelines

Zephon is presented, a data loader for foundation models that supports online, stateful pipelines while providing elastic determinism and efficient resumption from checkpoints and achieves competitive throughput while providing a combination of guarantees that no existing loader offers for online, stateful pipelines.

Maximilian Bother, Josh Wills, Ties Robroek et al. · 0 citations

OpenTela: Unifying Decentralized Computing Resources for Heterogeneous LLM Serving (Operational Systems)

OpenTela is presented, a user-space orchestration overlay that turns existing fragmented HPC clusters into a unified, cross-institutional serving platform and provides a replicable blueprint for other sovereign AI initiatives to harness their own federated GPU infrastructure.

Xiaozhe Yao, Youhe Jiang, Ilia Badanin et al. · 0 citations