14332

بررسي اجمالي: مروري بر رويكردهاي اركستراسيون كانتينر در خوشه هاي HPC

1402

آشتياني مهرداد

انتظاري ملكي رضا

Introduction of Containers in HPC The introduction of containerization into the HPC ecosystem has transformed how applications are managed and deployed, providing a solution to long-standing issues with dependency management, resource consumption, and repeatability [3]. Containers are a relatively new addition to the HPC world, gaining prominence following Docker's success in cloud computing environments. However, its uptake in HPC has been limited due to initial worries regarding performance overhead, security, and compatibility with standard HPC procedures. Despite these initial concerns, containerization has increasingly become an essential component of HPC workflows due to the unique benefits it provides for managing complex, large-scale applications. Containers are well-suited to HPC systems because they provide a constant, isolated environment for running applications [2]. This isolation ensures that the software stack within a container is unaffected by changes in the underlying system, which is critical in HPC environments where applications may run for extended periods of time or require highly specialized configuration. Furthermore, containers handle one of HPC's most significant challenges: software dependency management. In typical HPC workflows, various programs may require different versions of the same libraries or tools, causing disputes and difficulty in managing shared resources. Containers enable users to bundle all necessary dependencies within the container, guaranteeing that each program operates in its own isolated environment without interfering with other software on the system [4]. This also makes it easier to upgrade or patch software because users can update their containers without affecting the rest of the system.

12/11/2024 12:00:00 AM

85319

1403/10/02

Overview: A Review of Container Orchestration Approaches in HPC Clusters

كوبرنتيس Docker Swarm تكينگي اسلرم با ظروف

Kubernetes Docker Swarm Singularity Slurm with Containers