{"id":14111653,"url":"https://github.com/kjrstory/awesome-cloud-hpc","last_synced_at":"2025-08-01T13:31:45.137Z","repository":{"id":218774764,"uuid":"739257049","full_name":"kjrstory/awesome-cloud-hpc","owner":"kjrstory","description":"A curated list of Cloud HPC.","archived":false,"fork":false,"pushed_at":"2024-04-03T07:56:29.000Z","size":163,"stargazers_count":9,"open_issues_count":7,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-05-22T15:09:42.787Z","etag":null,"topics":["awesome","awesome-list"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"cc0-1.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/kjrstory.png","metadata":{"files":{"readme":"readme.md","changelog":null,"contributing":"contributing.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2024-01-05T06:12:09.000Z","updated_at":"2024-05-21T16:20:10.000Z","dependencies_parsed_at":"2024-02-06T02:45:27.741Z","dependency_job_id":"ca3317dc-9cce-4678-bd8c-9b32cfd9bdd5","html_url":"https://github.com/kjrstory/awesome-cloud-hpc","commit_stats":null,"previous_names":["kjrstory/awesome-cloud-hpc"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kjrstory%2Fawesome-cloud-hpc","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kjrstory%2Fawesome-cloud-hpc/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kjrstory%2Fawesome-cloud-hpc/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kjrstory%2Fawesome-cloud-hpc/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kjrstory","download_url":"https://codeload.github.com/kjrstory/awesome-cloud-hpc/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":228383427,"owners_count":17911327,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["awesome","awesome-list"],"created_at":"2024-08-14T10:03:24.523Z","updated_at":"2024-12-05T22:30:37.716Z","avatar_url":"https://github.com/kjrstory.png","language":null,"funding_links":[],"categories":["Hardware","Other Lists"],"sub_categories":["Cloud","TeX Lists"],"readme":"\n# Awesome Cloud HPC [![Awesome](https://awesome.re/badge.svg)](https://awesome.re) \n\nA curated list of cloud HPC.\n\n## Contents\n\n- [Solution](#CSP-Solution)\n- [Management Tool](#Management-Tool)\n- [IaaS-Server](#IaaS-Server)\n- [IaaS-Network](#IaaS-Network)\n- [IaaS-Storage](#IaaS-Storage)\n- [IaaS-Image](#IaaS-Image)\n- [PaaS](#PaaS)\n- [CAE and EDA ISV](#CAE-and-EDA-ISV)\n- [SaaS](#SaaS)\n- [Job Scheduler](#Job-Scheduler)\n- [Blog, Documentation, YouTube](#Blog-Documentation-YouTube)\n- [Repository](#Repository)\n\n## Solution\n\n- [Amazon Web Services](https://aws.amazon.com/hpc/)\n- [Google GCP](https://cloud.google.com/solutions/hpc)\n- [HUAWEI Cloud](https://www.huaweicloud.com/intl/en-us/solution/highperformance/)\n- [IBM Cloud](https://www.ibm.com/high-performance-computing)\n- [Microsoft Azure](https://azure.microsoft.com/en-us/solutions/high-performance-computing)\n- [Naver NCP](https://www.ncloud.com/solution/type/hpc)\n- [Oracle OCI](https://www.oracle.com/cloud/hpc/)\n- [Samsung SDS SCP](https://cloud.samsungsds.com/serviceportal/offerings/hpc.html)\n\n## Management Tool\n\n- [Alibaba E-HPC](https://www.alibabacloud.com/product/ehpc) - Alibaba Cloud's computing service for resource management, job submission, performance analysis, and VNC in E-HPC console.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Alibaba_Cloud-FF6A00?style=flat\u0026logo=alibabacloud\u0026logoColor=white\" alt=\"alibaba cloud\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [AWS ParallelCluster](https://aws.amazon.com/hpc/parallelcluster/) - Open source cluster management tool for deploying and managing HPC clusters ([Repository](https://github.com/aws/aws-parallelcluster)).\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [AWS ParallelCluster UI](https://github.com/aws/aws-parallelcluster-ui) - Front-end for AWS ParallelCluster.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Azure CycleCloud](https://learn.microsoft.com/en-us/azure/cyclecloud/) - Secure and flexible cloud HPC and Big Compute environments.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Azure HPC OnDemand Platform](https://azure.github.io/az-hop/) - Azure-based HPC cluster solution with features like Terraform, Ansible, Packer integration, job scheduling, autoscaling, and monitoring ([Repository](https://github.com/Azure/az-hop), [Marketplace](https://azuremarketplace.microsoft.com/marketplace/apps/azhpc.azhop)).\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [CloudyCluster](https://cloudycluster.com) - Turn-Key Cloud HPC elastic orchestration with a familiar hpc look and feel.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Cluster in the Cloud](https://github.com/clusterinthecloud) - Multi cloud solution that uses Terraform for infrastructure setup, Ansible for software configuration, and Slurm with custom Python scripts for dynamic node management in cloud-based HPC environment.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/OCI-F80000?style=flat\u0026logo=oracle\u0026logoColor=black\" alt=\"oci\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Cluster Toolkit](https://cloud.google.com/cluster-toolkit) - Google Cloud's open-source software for deploying AI/ML and high-performance computing environments on GCP, featuring customizable Terraform modules and Packer integration. ([Repository](https://github.com/GoogleCloudPlatform/cluster-toolkit)).\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Flight Environment](https://www.openflighthpc.org/latest/docs/flight-environment/) - The Flight User Suite for improved HPC access through CLI tools, the Flight Web Suite as a web interface for HPC end-users, and the Flight Admin Tools for administrative HPC environment configuration.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Openstack-%23f01742.svg?style=flat\u0026logo=openstack\u0026logoColor=white\" alt=\"openstack\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [HPC-NOW](https://github.com/zhenrong-wang/hpc-now) - The platform aims to simplify the process of starting and managing HPC workloads in the cloud.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Alibaba_Cloud-FF6A00?style=flat\u0026logo=alibabacloud\u0026logoColor=white\" alt=\"alibaba cloud\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Tencent_Cloud-3399ff?style=flat\" alt=\"tencent cloud\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/HUAWEI_CLOUD-FF0000?style=flat\u0026logo=huawei\u0026logoColor=white\" alt=\"HUAWEI CLOUD\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Baidu Cloud-0080ff?style=flat\" alt=\"Baidu Cloud\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [JedAI Cloud](https://define-technology.com/jedai-cloud/) - Optimized HPC stacks enable easy cluster management and on-demand HPC through pre-integrated solutions, delivering bare metal infrastructure, virtualized services, and containerized apps via a single management interface by Define Tech.\n\n- [KT Cloud HPC](https://cloud.kt.com/product/productDetail?prodId=P000000015) - KT Cloud's HPC management product integrating Altair's solutions.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/kt_cloud-ff1a1a?style=flat\" alt=\"kt cloud\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Magic Castle](https://github.com/ComputeCanada/magic_castle) - Multi-cloud HPC cluster solution that leverages Terraform and Puppet for deployment, featuring job scheduling with Slurm and over 3000 research software applications.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Openstack-%23f01742.svg?style=flat\u0026logo=openstack\u0026logoColor=white\" alt=\"openstack\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/OVH-0050d7.svg?style=flat\u0026logo=ovh\u0026logoColor=white\" alt=\"OVH\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Microsoft HPC Pack](https://learn.microsoft.com/en-us/powershell/high-performance-computing) - Creation and management tool of HPC clusters, enabling the use of Windows or Linux nodes on-premises and cloud resources in Azure.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [OCI HPC Cluster](https://cloudmarketplace.oracle.com/marketplace/listing/67628143) - Automated HPC cluster deployment on OCI.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/OCI-F80000?style=flat\u0026logo=oracle\u0026logoColor=black\" alt=\"oci\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [OCI HPC File System (HFS)](https://cloudmarketplace.oracle.com/marketplace/listing/75560175) - Solution for deploying various HPC file servers on OCI. Automated HPC cluster deployment on OCI.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/OCI-F80000?style=flat\u0026logo=oracle\u0026logoColor=black\" alt=\"oci\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e \n\n- [SCP HPC Cluster](https://www.samsungsds.com/en/compute-hpccluster/hpccluster.html) - HPC cluster environment on SCP.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/SCP-0066ff?style=flat\" alt=\"scp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Scyld Cloud Manager](https://www.penguinsolutions.com/products/software/scyld-cloud-manager) - Comprehensive management platform to cloud-enable Enterprise HPC.\n\n- [TrinityX](https://github.com/clustervision/trinityX) - Next-gen open-source HPC, AI, and cloud platform offering customizable installations with efficient provisioning, SLURM/OpenPBS, OpenHPC, and more for modern cluster management.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n## IaaS-Server \n\n- [Amazon EC2 Hpc7g](https://aws.amazon.com/ec2/instance-types/hpc7g/) - HPC-optimized instances powered by AWS Graviton3E processors.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Amazon EC2 Hpc7a](https://aws.amazon.com/ec2/instance-types/hpc7a/) - HPC-optimized instances powered by 4th Generation AMD EPYC processors.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Amazon EC2 Hpc6id](https://aws.amazon.com/ec2/instance-types/hpc6i/) - HPC-optimized instances powered by 3rd Generation Intel Xeon Scalable processors.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Amazon EC2 P5](https://aws.amazon.com/ec2/instance-types/p5/) -  GPU instances powerd by NVIDIA H100 GPUs.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Amazon EC2 P4](https://aws.amazon.com/ec2/instance-types/p4/) -  GPU instances powerd by NVIDIA A100(80Gb,40Gb) GPUs.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Amazon EC2 P3](https://aws.amazon.com/ec2/instance-types/p3/) -  GPU instances powerd by NVIDIA V100 GPUs.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Amazon EC2 G5](https://aws.amazon.com/ec2/instance-types/g5/) -  GPU instances powerd by NVIDIA A10G GPUs and 2nd Gen AMD EPYC processors.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Azure HBv4-series](https://learn.microsoft.com/en-us/azure/virtual-machines/hbv4-series) - HPC-optimized instances powered by 4th Generation AMD EPYC processors.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Azure HBv3-series](https://learn.microsoft.com/en-us/azure/virtual-machines/hbv3-series) - HPC-optimized instances powered by 3rd Generation AMD EPYC processors.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Azure HBv2-series](https://learn.microsoft.com/en-us/azure/virtual-machines/hbv2-series) - HPC-optimized instances powered by 2nd Generation AMD EPYC processors.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Azure HB-series](https://learn.microsoft.com/en-us/azure/virtual-machines/hb-series) - HPC-optimized instances powered by 1st Generation AMD EPYC processors.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Azure HC-series](https://learn.microsoft.com/en-us/azure/virtual-machines/hc-series) - HPC-optimized instances powered by 1st Generation Intel Xeon Scalable processors.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Azure HX-series](https://learn.microsoft.com/en-us/azure/virtual-machines/hx-series) - Optimized instances for workloads that require significant memory capacity with twice the memory capacity as HBv4.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Azure NDm H100 v5-series](https://learn.microsoft.com/en-us/azure/virtual-machines/nd-h100-v5-series) - GPU instances powerd by NVIDIA H100 GPUs.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Azure NDm A100 v4-series](https://learn.microsoft.com/en-us/azure/virtual-machines/ndm-a100-v4-series) - GPU instances powerd by NVIDIA A100(80Gb) GPUs and 3rd Generation AMD EPYC processors.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Azure NC A100 v4-series](https://learn.microsoft.com/en-us/azure/virtual-machines/nc-a100-v4-series) - GPU instances powerd by NVIDIA A100(40Gb) GPUs and 3rd Generation AMD EPYC processors.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Azure NCv3-series](https://learn.microsoft.com/en-us/azure/virtual-machines/ncv3-series) - GPU instances powerd by NVIDIA V100 GPUs.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Azure NCasT4_v3-series](https://learn.microsoft.com/en-us/azure/virtual-machines/nct4-v3-series) - GPU instances powerd by NVIDIA T4 GPUs and 2nd Gen AMD EPYC CPUs.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [GCP H3 machine-series](https://cloud.google.com/compute/docs/compute-optimized-machines#h3_series) - CPU instances powerd by 4th Generation Intel Xeon Scalable processors.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [GCP C2D machine-series](https://cloud.google.com/compute/docs/compute-optimized-machines#c2d_series) - CPU instances powerd by 3rd Generation AMD EPYC processors.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [GCP C2 machine-series](https://cloud.google.com/compute/docs/compute-optimized-machines#c2_series) - CPU instances powerd by 2nd Geration Intel Xeon Scalable processors.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [GCP A3 machine-series](https://cloud.google.com/compute/docs/compute-optimized-machines#a3_series) - GPU instances powerd by NVIDIA H100 GPUs.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [GCP A2 machine-series](https://cloud.google.com/compute/docs/compute-optimized-machines#a2_series) - GPU instances powerd by NVIDIA A100(80Gb,40Gb) GPUs.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [GCP G2 machine-series](https://cloud.google.com/compute/docs/compute-optimized-machines#h3_series) - GPU instances powerd by NVIDIA L4 GPUs.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Super Computing Cluster](https://www.alibabacloud.com/en/product/scc) - Based on ECS Bare Metal Instance powered by Alibaba Cloud, utilizes high-speed RDMA-based connections to enhance network performance and acceleration ratio in large-scale clusters, providing high-bandwidth and low-latency networks.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Alibaba_Cloud-FF6A00?style=flat\u0026logo=alibabacloud\u0026logoColor=white\" alt=\"alibaba cloud\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n## IaaS-Network\n\n- [Azure InfiniBand](https://learn.microsoft.com/en-us/azure/virtual-machines/extensions/enable-infiniband) - RDMA capable HB-series and N-series VMs communicate over the InfiniBand network.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Compute Clusters](https://docs.oracle.com/en-us/iaas/Content/Compute/Tasks/compute-clusters.htm)([Cluster Networks with Instance Pools](https://docs.oracle.com/en-us/iaas/Content/Compute/Tasks/managingclusternetworks.htm)) - Group of high performance computing (HPC), GPU, or optimized instances that are connected with a high-bandwidth, ultra low-latency network. \u003ca href=\"#\"\u003e \u003cimg src=\"https://img.shields.io/badge/OCI-F80000?style=flat\u0026logo=oracle\u0026logoColor=black\"\u003e \u003c/a\u003e\n\n- [Elastic Fabric Adapter](https://aws.amazon.com/hpc/efa/) - Network interface for Amazon EC2 instances that enables customers to run applications requiring high levels of inter-node communications at scale.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertial-align:top margin: 0 6px;\"\u003e\u003c/a\u003e\n\n## IaaS-Storage\n\n- [Amazon FSx for Lustre](https://aws.amazon.com/fsx/lustre/) - Fully managed shared storage with the scalability and performance of the popular Lustre file system.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Amazon FSx for OpenZFS](https://aws.amazon.com/fsx/openzfs/) - Fully managed shared storage built on the popular OpenZFS file system.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Azure HPC Cache](https://azure.microsoft.com/en-us/products/hpc-cache) File caching for HPC on Azure.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Azure Managed Lustre](https://azure.microsoft.com/en-us/products/managed-lustre) - Managed, pay-as-you-go file system for high-performance computing (HPC) and AI workloads.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Azure NetApp Files](https://azure.microsoft.com/en-us/products/netapp/) - Enterprise-grade Azure file shares, powered by NetApp.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [GCP File Store](https://cloud.google.com/filestore) - High-performance, fully managed file storage.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [GCP Parallel Store](https://cloud.google.com/parallelstore) - Based on Intel DAOS and delivers up to 6.3x greater read throughput performance compared to competitive Lustre scratch offerings.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n## IaaS-Image\n\n- [Azhpc-images](https://github.com/Azure/azhpc-images) - Installation scripts for HPC images in Azure Marketplace, specifically CentOS-HPC, Ubuntu-HPC, and AlmaLinux-HPC.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Flight Solo](https://www.openflighthpc.org/latest/docs/flight-solo/) - HPC-ready, platform-agnostic image approach to deploying HPC resources powerd by alcesflight.\n\u003ca href=\"https://aws.amazon.com/marketplace/pp/prodview-q5u533n6b34oc?sr=0-3\u0026ref_=beagle\u0026applicationId=AWSMPContessa\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Openstack-%23f01742.svg?style=flat\u0026logo=openstack\u0026logoColor=white\" alt=\"openstack\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [GCP HPC-ready VM](https://cloud.google.com/compute/docs/instances/create-hpc-vm) - CentOS 7.9 or Rocky Linux 8 based VM image that is optimized for tightly coupled HPC workloads [Marketplace CentOS 7](https://console.cloud.google.com/marketplace/product/click-to-deploy-images/hpc-vm-image-centos-7) [Marketplace Rocky Linux 8](https://console.cloud.google.com/marketplace/product/click-to-deploy-images/hpc-vm-image-rocky-linux-8?q=search\u0026referrer=search).\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n\n- [HPCBOX](https://www.drizti.com/hpcbox.html) - Desktop-centric, intelligent workflow cloud HPC platform for automating and executing your application pipelines ([Marketplace](https://azuremarketplace.microsoft.com/en-us/marketplace/apps?search=hpcbox)).\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n\n- [HPC Pack 2019](https://cloudinfrastructureservices.co.uk/how-to-setup-hpc-pack-2019-cluster-in-azure-aws-gcp/)(Cloud Infrastructure Services) -  Microsoft HPC Pack 2019 image powered by Cloud Infrastructure Services ([Marketplace(Azure)](https://azuremarketplace.microsoft.com/en-us/marketplace/apps/cloud-infrastructure-services.hpc2019-windows-server-2019), [Marketplace(AWS)](https://aws.amazon.com/marketplace/pp/prodview-hxo3dtqd4srdk), [Marketplace(GCP)](https://console.cloud.google.com/marketplace/product/cloud-infrastructure-services/hpc2019-windows-2019)).\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [NVIDIA Virtual Machine Images](https://catalog.ngc.nvidia.com/orgs/nvidia/collections/nvidia_vmi) - Operating system environment for running NVIDIA GPU accelerated software in the cloud.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/OCI-F80000?style=flat\u0026logo=oracle\u0026logoColor=black\" alt=\"oci\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Alibaba_Cloud-FF6A00?style=flat\u0026logo=alibabacloud\u0026logoColor=white\" alt=\"alibaba cloud\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/OVH-0050d7.svg?style=flat\u0026logo=ovh\u0026logoColor=white\" alt=\"OVH\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n## PaaS \n\n- [AWS Batch](https://aws.amazon.com/batch/) - Fully managed batch computing service.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [AWS Parallel Computing Service](https://aws.amazon.com/pcs/) - Managed service for HPC cluster deployment and scaling on AWS using Slurm.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Batch](https://azure.microsoft.com/en-us/products/batch/)(Azure) - Cloud-scale job scheduling and compute management.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Batch](https://cloud.google.com/batch/)(GCP) - Fully managed batch service to schedule, queue, and execute batch jobs on Google's infrastructure.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Batch Compute](https://www.alibabacloud.com/en/product/batch-compute) - Cloud service for massive simultaneous batch processing on Alibaba Cloud.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Alibaba_Cloud-FF6A00?style=flat\u0026logo=alibabacloud\u0026logoColor=white\" alt=\"alibaba cloud\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Covalent](https://www.covalent.xyz) - Pythonic workflow orchestration platform for scaling workloads from your laptop to any compute backend ([Repository](https://github.com/AgnostiqHQ/covalent)).\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/OCI-F80000?style=flat\u0026logo=oracle\u0026logoColor=black\" alt=\"oci\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Amazon DCV](https://aws.amazon.com/hpc/dcv/) - High-performance remote display protocol that provides customers with a secure way to deliver remote desktops and application streaming.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [NI SP EF Portal](https://www.ni-sp.com/ef-portal/) - Unified interface to submit jobs for both on-premises and cloud workflow.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Research and Engineering Studio](https://aws.amazon.com/hpc/res/) - Open source, easy-to-use web-based portal for administrators to create and manage secure cloud-based research and engineering environments on AWS.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Rntier Cloud](https://www.rntiercloud.com) - R\u0026D cloud platform enabling easy and quick access to complex HPC simulations, vGPU-based remote 3D design, and multi-GPU deep learning environments via a web browser.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/NCP-03cf5d?style=flat\" alt=\"ncp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n\n- [Scyld Cloud Central™](https://www.penguinsolutions.com/solutions/cloud/scyld-cloud-central) - Fully managed, cloud-based, end-to-end solution for high performance computing that makes it easier and faster for end-users, developers, and data scientists to deploy pure HPC, pure AI, and converged HPC/AI workloads on high-performance clusters.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/OCI-F80000?style=flat\u0026logo=oracle\u0026logoColor=black\" alt=\"oci\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Scyld ClusterWare](https://www.penguinsolutions.com/products/software/scyld-clusterware) - Intelligent suite of management functionality, including node provisioning, image customization, and cluster monitoring, while serving as a platform for additional software and schedulers.\n\n- [Scyld Cloud Workstation](https://www.penguinsolutions.com/products/software/scyld-cloud-workstation) - Unparalleled performance and a breadth of features that allow it to stand out as a solution for remote access.\n\n- [Skypilot](https://skypilot.readthedocs.io) - Framework for running LLMs, AI, and batch jobs on any cloud, offering maximum cost savings, highest GPU availability, and managed execution ([Repository](https://github.com/skypilot-org/skypilot)).\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/OCI-F80000?style=flat\u0026logo=oracle\u0026logoColor=black\" alt=\"oci\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/IBM%20Cloud-1261FE?style=flat\u0026logo=IBM%20Cloud\u0026logoColor=white\" alt=\"ibm cloud\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/SCP-0066ff?style=flat\" alt=\"scp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n\n\n## SaaS\n\n- [CloudHPC](https://cloudhpc.cloud) - On-demand cloud computing for CAE engineering simulations powered by CFD FEA SERVICE.\n\n- [dicehub](https://dicehub.com) - Real-time collaborative CFD (Computational Fluid Dynamics) simulations platform which simplifies your engineering workflow, offers massive parallel scaling and runs in web browser.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [EPIC](https://epic.zenotech.com/) - Primarily for CFD applications, available on the web and created by Zenotech, which also includes Zenotech's ZCFD.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/OCI-F80000?style=flat\u0026logo=oracle\u0026logoColor=black\" alt=\"oci\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Kaleidosim](https://kaleidosim.com) - Enabling of browser-based access to HPC software through advanced cloud orchestration technology.\n\n- [Luminary Cloud](https://www.luminarycloud.com) - A cloud-based, pay-per-use SaaS simulation platform with a fast, GPU-powered, cloud-native CFD solver and comprehensive high-fidelity capabilities.\n\n- [Nimbix](https://www.nimbix.net) - A comprehensive cloud computing solution powered by Atos, offering access to the HyperHub Application Marketplace with over 1,000 high-performance applications and workflows for diverse industries ([Repository](https://github.com/nimbix)).\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/OCI-F80000?style=flat\u0026logo=oracle\u0026logoColor=black\" alt=\"oci\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [OnScale Solve](https://onscale.com/solve/features) - The cloud engineering simulation platform built by engineers for engineers.\n- [Rescale](https://rescale.com) - Hybrid-cloud platform offering turnkey HPC with extensive(1000+) ecosystem integrations and API connections to major PLM, SPDM, and data storage systems([Repository](https://github.com/rescale)).\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/OCI-F80000?style=flat\u0026logo=oracle\u0026logoColor=black\" alt=\"oci\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/NCP-03cf5d?style=flat\" alt=\"ncp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Sabalcore](https://www.sabalcore.com) - User-friendly, pay-as-you-go high performance computing cloud service with a full-featured, light-weight client that doesn't require a browser.\n- [Scala Computing](https://www.scalacomputing.com) - Optimized, automated cloud-based HPC resource management platform with integrated network simulation and EDA tools, offering flexible, on-demand computing, secure workflows, and global infrastructure access.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Simscale](https://www.simscale.com) - Cloud-based computer-aided engineering (CAE) software for computational fluid dynamics, finite element analysis, and thermal simulations, using open source codes in its backend ([Repository(SDK)](https://github.com/SimScaleGmbH)).\n\n- [SyncHPC](https://www.syncious.com/synchpc.html) - Powerful and flexible hybrid HPC and VDI management platform that provides a comprehensive solution for managing high-performance computing (HPC) and Virtual Desktop Infrastructure (VDI) resources.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/OCI-F80000?style=flat\u0026logo=oracle\u0026logoColor=black\" alt=\"oci\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/IBM%20Cloud-1261FE?style=flat\u0026logo=IBM%20Cloud\u0026logoColor=white\" alt=\"ibm cloud\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [TAESUNG Cloud](https://www.tscloud.co.kr/CloudService) - Offering Ansys applications as a service in a cloud-based SaaS.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n## CAE and EDA ISV\n\n- [3DEXPERIENCE platform on ther cloud](https://www.3ds.com/cloud) - Complete suite of industry-leading apps and software(CATIA, SIMULIA, DELMIA, 3DEXCITE, etc.) powered by Dassalut Systèmes.\n  \n- [Altair One](https://altair.com/altair-one) - Cloud Gateway offering dynamic and collaborative access to simulation and data analytics technology, along with scalable HPC and cloud resources.\n- [Altair Unlimited](https://altair.com/altair-unlimited) - A turnkey, state-of-the-art private appliance available in both on-premises and cloud-based formats, offering unlimited access to a wide range of Altair HyperWorks solver software.\n\n- [Ansys Access on Microsoft Azure](https://www.ansys.com/products/cloud/ansys-access) - Cloud-based simulation solution available on the Azure Marketplace, offering fast, scalable access to Ansys applications ([Marketplace](https://azuremarketplace.microsoft.com/marketplace/apps/ansys.ansysaccessonmicrosoftazure?tab=overview)).\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Ansys Cloud Direct](https://www.ansys.com/products/cloud/ansys-cloud) - Cloud-based interactive workstations and HPC clusters, with flexible licensing that can be accessed from desktop.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Ansys Gateway by AWS](https://www.ansys.com/products/cloud/ansys-gateway) - Cloud-based solution for managing Ansys Simulation \u0026 CAD/CAE developments via a web browser.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Cadence OnCloud Platform](https://www.cadence.com/en_US/home/solutions/cadence-cloud/oncloud.html) - SaaS software platform for all your system design and simulation needs that can operate on any hardware, removing the requirement to run and maintain expensive infrastructure hardware.\n\n- [Cloud Passport](https://www.cadence.com/en_US/home/solutions/cadence-cloud/cloud-passport.html) - Cloud-ready tools powered by Cadence that have been optimized for use in customers' own cloud environment.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Managed Cloud Service](https://www.cadence.com/en_US/home/solutions/cadence-cloud/managed-cloud-service.html) - EDA-optimized platform powered by Cadence that provides a fully integrated and proven cloud environment to jump-start product design, verification, and implementation.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Palladium and Protium Cloud](https://www.cadence.com/en_US/home/solutions/cadence-cloud/palladium-protium-cloud.html) - Emulation and prototyping offering provides pre-silicon hardware system verification and debug powered by Cadence.\n\n- [Simcenter Cloud HPC](https://plm.sw.siemens.com/en-US/simcenter/integration-solutions/cloud-hpc) - Part of the Xcelerator as a Service(XaaS) offering powered by Siemens, offers increased flexibility and scalability for CFD simulations with no additional setup needed.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Synopsys Cloud](https://www.synopsys.com/cloud.html) - Platform that enables delivery of EDA tools, IP and infrastructure for end-to-end chip design through a browser.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n## Job Scheduler\n\n- [Altair Access](https://altair.com/access) - HPC Job Submission Portal for Researchers and Engineers.\n- [Altair Control](https://altair.com/control) - HPC Administrator's Control Center for Managing, Optimizing, and Forecasting Resources with seamless cloud bursting capabilities. \n- [Altair Grid Engine](https://altair.com/grid-engine) - Distributed Resource Management and Optimization.\n- [Altair HPCWorks](https://altair.com/altair-hpcworks) - High-Performance Computing (HPC) and Cloud Platform by Altair.\n- [Altair NavOps](https://altair.com/altair-navops) - Cloud Migration, Automation, and Spend Management for HPC.\n- [Altair PBS-Professional](https://altair.com/pbs-professional) - Industry-leading Workload Manager and Job Scheduler for HPC and High-throughput Computing.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/OCI-F80000?style=flat\u0026logo=oracle\u0026logoColor=black\" alt=\"oci\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/OTC-cc0099?style=flat\" alt=\"Open Telekom Cloud\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/HUAWEI_CLOUD-FF0000?style=flat\u0026logo=huawei\u0026logoColor=white\" alt=\"HUAWEI CLOUD\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Openstack-%23f01742.svg?style=flat\u0026logo=openstack\u0026logoColor=white\" alt=\"openstack\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [IBM Spectrun LSF Suites](https://www.ibm.com/products/hpc-workload-management) - Workload management platform and job scheduler for HPC with dynamic HPC cloud support for all major cloud providers ([Repository](https://github.com/IBM/ibm-spectrum-scale-cloud-install)).\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/IBM%20Cloud-1261FE?style=flat\u0026logo=IBM%20Cloud\u0026logoColor=white\" alt=\"ibm cloud\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Slurm on Google Cloud Platform](https://github.com/GoogleCloudPlatform/slurm-gcp) - Open-source software solution that enables setting up Slurm clusters on Google Cloud Platform with ease.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Slurm Power Saving Guide](https://slurm.schedmd.com/power_save.html) - Suspending and resuming nodes as needed, and supports cloud integration with providers like AWS, GCP, and Azure for workload management and cloud bursting.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n\n## Resource\n\n- [AWS HPC Blog](https://aws.amazon.com/blogs/hpc/)\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Azure High Performance Computing (HPC) Blog](https://techcommunity.microsoft.com/t5/azure-high-performance-computing/bg-p/AzureHighPerformanceComputingBlog)\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n- [Day 1 HPC](https://day1hpc.com) - AWS engineering's hpc communutiy site.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [GCP HPC Blog](https://cloud.google.com/blog/topics/hpc)\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [HPC Tech Shorts](https://www.youtube.com/channel/UChSIn5kcWQvJxW17KIjdLVw) - Day 1 HPC YouTube Channel.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Oracle Cloud Infrastructure Blog(Performance Solutions)](https://blogs.oracle.com/cloud-infrastructure/category/oci-performance-solutions)\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/OCI-F80000?style=flat\u0026logo=oracle\u0026logoColor=black\" alt=\"oci\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n\n## Recipes\n\n- [Azure HPC](https://github.com/Azure/azurehpc) - Easy automation scripts for building a HPC environment in Azure.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Azure-%230072C6.svg?style=flat\u0026logo=microsoftazure\u0026logoColor=white\" alt=\"azure\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Cloud MPI](https://github.com/GoogleCloudPlatform/hpc-tools) - Collection of scripts for optimizing MPI performance in tightly coupled HPC workloads on GCP Compute Engines. \n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/GCP-4285F4?style=flat\u0026logo=google-cloud\u0026logoColor=white\" alt=\"gcp\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [Dynamic EC2 budget control](https://github.com/aws-samples/dynamic-ec2-budget-control) - Dynamic EC2 cores allocation limit for each business unit (BU), automatically adapted according to a past time frame (e.g. one week) spending on AWS Parallel Cluster.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n- [HPC Recipes for AWS](https://github.com/aws-samples/aws-hpc-recipes) - Example recipes that demonstrate how to build HPC systems using AWS ParallelCluster, Research and Engineering Studio on AWS, and other AWS products.\n\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/AWS-FF9900?style=flat\u0026logo=amazonwebservices\u0026logoColor=white\" alt=\"aws\" height=\"20px\" style=\"vertical-align:bottom; margin: 0 6px;\"\u003e\u003c/a\u003e\n\n\n### Azure CycleCloud\n- [Azure CycleCloud Slurm](https://github.com/Azure/cyclecloud-slurm)\n- [Azure CycleCloud PBSPro](https://github.com/Azure/cyclecloud-pbspro)\n- [Azure CycleCloud LSF](https://github.com/Azure/cyclecloud-lsf)\n- [Azure CyclcCloud Beegfs](https://github.com/Azure/cyclecloud-beegfs)\n- [Azure CycleCloud Symphony](https://github.com/Azure/cyclecloud-symphony)\n- [Azure CycleCloud GridEngine](https://github.com/Azure/cyclecloud-gridengine)\n- [Azure CycleCloud HPC Pack](https://github.com/Azure/cyclecloud-hpcpack)\n- [Azure CycleCloud Autoscaling Library](https://github.com/Azure/cyclecloud-scalelib)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkjrstory%2Fawesome-cloud-hpc","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkjrstory%2Fawesome-cloud-hpc","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkjrstory%2Fawesome-cloud-hpc/lists"}