The energy industry increasingly relies on high-performance computing (HPC) to support subsurface exploration and reservoir analysis. To meet these demands, companies use hybrid IT environments that combine on-premises infrastructure with cloud resources. While this provides scalability, it also creates challenges in managing user access, coordinating virtual workstations, and ensuring consistent performance. These issues are critical because geophysical simulations and reservoir modeling require vast computational power and seamless end-user experiences. Optimizing the delivery of high-performance workstations in such environments is essential to balance efficiency, accessibility, and reliability, enabling the industry to maximize productivity and accelerate exploration workflows.

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