1. Requester Information:
This should include the name and contact information of the person making the request.
PI's Full Name: Prof. Dr. Sagy Cohen
PI's Affiliated Institute: University of Alabama, Tuscaloosa
PI's Affiliated Email Address: scohen@ua.edu
2. Project Information:
Provide a brief description of the project and its goals. This can help the infrastructure team understand the context and purpose of the requested resources. Please highlight how this project will be benefit from and/or provide benefit to other resources on the shared infrastructure.
I am doing surrogate flood modeling task using deep learning approach. It includes high dimensional image data so the computational power is required a bit more than it expected. Thus I need the access of Jupyterhub or any other virtual medium of GPU access to train my model. This GPU access will help me to efficiently train the model.
3. Project Description:
If your project involves developing software or scripts, briefly describe the software you plan to develop.
It a deep learning model.
4. Resource Requirements:
Specify the compute, storage, and network resources needed for the project. Be as specific as possible about the number of resources required, and any specific configurations or capabilities needed. This information will help the infrastructure team determine the appropriate resources to allocate.
my dataset are high dimensional raster images so as possible as I need maximum GPU access. If possible provide me Huge - 52GB RAM, 16 CPUs access, if not please stick with atleast Large one.
Options:
Cloud Provider: AWS/Azure/GCP
Required Services in the Cloud:
List of AWS Services
EC2
S3 – public, private, requester pay, bucket name suggestion?
EBS (Amazon Elastic Block Store)
EFS
RDS
VPC (Virtual Private Cloud)
DynamoDB
ECS
EKS (Kubernetes Cluster)
Lambda
Others: please list
List of Azure Services
Virtual Machines
Azure App Service
Azure Kubernetes Service (AKS)
Azure Functions
Azure Batch
Azure Blob Storage
Azure File Storage
Azure Machine Learning
Azure Key Vault
Other: please list
List of GCP Services
Google Compute Engine
Google Kubernetes Engine (GKE)
Google Cloud Storage
Google VPC
Google IAM
Google BigQuery
Google Cloud Functions
Dataflow
Other: please list
5. Timeline:
Indicate the expected timeline for the project and when the resources will be needed. This information can help the infrastructure team plan and allocate resources accordingly.
I started the masters degree in UA in spring 2024. So I will be here for next 1 and half years. That's why can you do it for next 1 year atleast and if I need more then I will request again.
6. Security and Compliance Requirements:
If there are any specific security or compliance requirements for the project, these should be clearly stated in the request. This will help ensure that the necessary security measures are in place for the project.
Not specific one
7. Estimation:
Include any cost estimation or requirements for the project. This will help the infrastructure team select the most cost-effective solutions for the project.
1. Requester Information: This should include the name and contact information of the person making the request.
2. Project Information: Provide a brief description of the project and its goals. This can help the infrastructure team understand the context and purpose of the requested resources. Please highlight how this project will be benefit from and/or provide benefit to other resources on the shared infrastructure.
3. Project Description: If your project involves developing software or scripts, briefly describe the software you plan to develop.
4. Resource Requirements: Specify the compute, storage, and network resources needed for the project. Be as specific as possible about the number of resources required, and any specific configurations or capabilities needed. This information will help the infrastructure team determine the appropriate resources to allocate.
Options:
Cloud Provider: AWS/Azure/GCP
Required Services in the Cloud:
List of AWS Services
List of Azure Services
List of GCP Services
5. Timeline: Indicate the expected timeline for the project and when the resources will be needed. This information can help the infrastructure team plan and allocate resources accordingly.
6. Security and Compliance Requirements: If there are any specific security or compliance requirements for the project, these should be clearly stated in the request. This will help ensure that the necessary security measures are in place for the project.
7. Estimation: Include any cost estimation or requirements for the project. This will help the infrastructure team select the most cost-effective solutions for the project.
AWS Cost Calculator: https://calculator.aws/#/
Google Cloud Pricing Calculator: https://cloud.google.com/products/calculator
8. Approval: Indicate the necessary approval processes or sign-offs required for the request. Ok.