A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources for Academic Researchers new to AWS
A curated list of awesome AWS workshops, open source repos, guides, blogs, and other resources aimed at research on AWS.
To find out more about how AWS is working with Academic Researchers in collaboration with National Science Foundation (NSF) and National Institutes of Health (NIH) in the field of Computer, Biomedical, Engineering and Information Science. AWS Research Initiatives
Along with the collaboration above AWS provides Cloud Credits for Research
Learn all about core services available for compute, storage, networking, and how to control cost in this section with services like Elastic Cloud Compute (EC2), Simple Storage Service (S3), networking fundementals with Transit Gateway, and cost control with AWS Budgets and CloudWatch Alerts.
IN this section you will learn all about HPC services offered in AWS like cloud native scheduling with AWS Batch, using traditional job schedulers like Slurm with AWS ParallelCluster, and features like Elastic Fabric Adapter (EFA) to scale Message Passing Interface (MPI) and Machine Learning (ML) jobs in your cloud HPC clusters.
Learn about end-to-end Machine Learning resources in AWS like Amazon SageMaker, leverage AI Services like Amazon Comprehend for sentiment analysis, Amazon Transcribe for speech to text, or Translate to provide language translation without needing the knowledge of building ML models.
AWS has a number of container offerings like Elastic Container Service (ECS) or Elastic Kubernetes Service (EKS). Learn about how to use managed Kubernetes for Machine Learning, Analytics, and HPC workloads.
Security at AWS is job zero and here you can learn all about the available services for security and how to implement workloads minimizing blast radius, integrating identity, and protecting your storage workloads at rest and in transit with service like Key Management Service (KMS), Identity and Access Management (IAM), and AWS GuardDuty for threat detection.
AWS RoboMaker, it is easy to enable a robot to stream data, navigate, communicate, comprehend, and learn. Tasks that once could either not be done or took months can now be done in hours or days. RoboMaker provides an IDE, simulation service, fleet management capabilities, and seamless integration with various Amazon and AWS services to empower customers to innovate and provide best-of-class robotic solutions.
Enable, Provision, and Operate at scale by using AWS Control Tower for your account management solution. Utilize AWS CLoudFormation or the Cloud Development Kit (CDK) to provision resources in your accounts providing the ability to not only reproduce your research but the environment it ran in as well.
Contributions welcome! Read the contribution guidelines first.
To the extent possible under law, Randy Ridgley has waived all copyright and related or neighboring rights to this work.