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Author

Julian M. Kunkel

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Preprint Oct 2026

HPC-MQBench: Qualification-First Benchmarking on Slurm with a Single-Broker Kafka Evaluation

Messaging experiments on high-performance computing clusters must coordinate services, clients, and measurement within scheduler allocations. We present HPC-MQBench, a Slurm-orchestrated benchmark that links resumable experiment control to record checks, delivery accounting, and qualification before rate ranking. Its K...

Sepehr Mahmoodian, Julian M. Kunkel · 0 citations
Conference Jul 2026

Architectures, Learning Loops, and Emergence in Agentic Services Computing

Large Language Model (LLM)-based agents are evolving from isolated task executors into interconnected societies of autonomous services capable of coordination, adaptation, and collective intelligence. This paper surveys and synthesizes recent advances in agentic services computing, LLM-based multiagent systems, and lan...

Sadaf Shafi, Michael Bidollahkhani, Julian M. Kunkel · 0 citations

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