1 of 9

Parallelization using Docker Containers

Parallel Computing

Anand Kadale

A HPC Future Application

2 of 9

Why

How

Benefits

Future Scope

Agenda

3 of 9

01 Why Docker

4 of 9

Docker is a containerization platform that provides a lightweight and portable way to package and deploy applications with their dependencies.
It enables you to create isolated environments that are consistent across different machines and operating systems, making it an excellent tool for parallelization and high-performance computing.

6 of 9

Benefits NextGen HPC

Docker enables efficient resource management and allocation, allowing parallel applications to run.

Resource Management

Docker provides a reproducible environment which is beneficial high-performance computing.

Reproducability

Docker enables distributed workloads to improve performance and reduce processing times.

Scalability

Docker enables distributed workloads to improve performance and reduce processing times.

Flexibility

7 of 9

03 Demonstration

8 of 9

Future Scope

Computing

Parallel Computing

High Performance Computing

HPC Using Containerization

Multi-Cloud Environments

Organizations will benefit from Docker's multi-cloud capabilities.

Integration with Emerging Technologies

Docker's containerization platform will enable parallel computing in emerging technologies.

Executing process on cluster level

By this the process can be executed on physically separate clusters with help of kubernetes

AI and Machine Learning

Docker simplifies AI and machine learning deployment, improving performance.