What Are the Challenges of Using AWS Lambda in Cancer Research?
Cold Start Latency One challenge with AWS Lambda is the potential for cold start latency, which can occur when a function is invoked after a period of inactivity. This can be mitigated by keeping functions warm or using provisioned concurrency.
Resource Limitations AWS Lambda has resource limitations, including a maximum execution time of 15 minutes and memory limits. Complex data processing tasks might need to be broken down into smaller, manageable functions.
Security and Compliance Handling sensitive patient data requires stringent security measures and compliance with regulations like HIPAA. Ensuring that Lambda functions meet these requirements can be challenging but essential.
