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21 Aug 20253 min read

Bridging HPC and AI/ML: Integrating Slurm with MLOps Platforms

The Convergence Challenge Over the past decade, enterprises have invested heavily in High Performance Computing (HPC) infrastructure to tackle complex scientific problems. These organizations have built sophisticated systems using Slurm to schedule massively parallel jobs across large clusters equipped with accelerated hardware. Now, as AI/ML workloads demand similar computational resources for deep learning model training, enterprises are seeking ways to leverage their existing HPC investments