https://erolrecep.github.io/tags/gpu-computing/ Recent content in GPU Computing on Recep's Technical Blog Hugo en-US Mon, 02 Nov 2026 12:00:00 -0600 https://erolrecep.github.io/posts/best-practices-for-hpc/ Mon, 02 Nov 2026 12:00:00 -0600 https://erolrecep.github.io/posts/best-practices-for-hpc/ <p><em>Moving Beyond the Laptop Mindset: A Practical Guide for Researchers and Computational Scientists</em></p> <hr> <h2 id="abstract">Abstract</h2> <p>Unlocking the full potential of advanced computational infrastructure requires moving beyond the mindset of simply scaling up local code. While transitioning from a personal workstation or Google Colab notebook to a shared High-Performance Computing (HPC) cluster removes local compute and memory bottlenecks, true acceleration is achieved only by adopting <strong>cluster-native workflows</strong>.</p> <p>Modern supercomputing systems are not simply bigger laptops; they are orchestrated, multi-tenant community ecosystems governed by batch schedulers, distributed parallel filesystems, and specialized hardware accelerators. Navigating these environments demands an operational paradigm shift.</p>