Reference Architecture: Building a Cost Optimized, High-Throughput HL7, EDI, and FHIR Processing Pipeline on OCI ( Published in Oracle Blog)

 OCI (Oracle Cloud Infrastructure) provides more than 200 services to build your next enterprise application. Explore the blog to learn how OCI can help build High-Throughput HL7, EDI, and FHIR Processing Pipeline on OCI.

Reference Architecture: Building a Cost Optimized, High-Throughput HL7, EDI, and FHIR Processing Pipeline on OCI

Design a Zero Trust pipeline using Confidential Computing

 

Check out reference diagram to design a zero trust pipeline

https://blogs.oracle.com/cloud-infrastructure/designing-zero-trust-and-resilient-pipelines-for-healthcare-workloads-on-oci-using-confidential-computing

Confidential Computing: How to get started

If you want to lean fundamentals of confidential computing and want to get started , check out  this blog 

https://blogs.oracle.com/cloud-infrastructure/protecting-sensitive-healthcare-workloads-with-confidential-computing-on-oci

LLM Evaluation Fundamental techniques

In lot of my conversation  with fellow technologist one question which is mostly in everyones mind is "How to make sure my application is predictable" .

I thought of sharing my learning :

https://www.linkedin.com/pulse/mental-model-llm-application-evaluation-moving-beyond-raghu-iyer-webrc/?trackingId=pIuqdLvHbk0P551bDTApUg%3D%3D

Handle the error “OwnershipControlsNotFoundError” for buckets created prior to April 2023 when the bucket ownership was defaulted to “Object Writer”

Here you go published a  python code sample written for migrating S3 bucket ownership controls between AWS accounts. The code is written to help developers handle the error “OwnershipControlsNotFoundError” when get-bucket-ownership-controls API is used to read the S3 bucket ownership from buckets created prior to April 2023 when the bucket ownership was defaulted to “Object Writer”

Any suggestion on improvement , leave comment.

https://github.com/aws-samples/sample-migratings3bucketownership

Building resilient applications: design patterns for handling database outages

Check the blog authored by me on design patterns . Design pattern for any application is not a after thought, it is critical to think through before design is finalized.

https://aws.amazon.com/blogs/database/building-resilient-applications-design-patterns-for-handling-database-outages/

Gray Failures: What is it and how to detect one?

If you are reading this article , i guess you are curious to know about gray failures and different methods to detect gray failures. 

Hopefully this article will give you insight on question in your mind. 

https://aws.amazon.com/blogs/mt/detecting-gray-failures-with-outlier-detection-in-amazon-cloudwatch-contributor-insights/

How to select the best machine learning service in AWS

 

If you looking for directional information on how to select an Machine learning algorithm, check the below blog.   The blog i wrote though is specific for manufacturing but it can provide direction on different use cases

https://aws.amazon.com/blogs/industries/selecting-the-best-automatic-machine-learning-to-meet-your-manufacturing-needs/

Testing AWS Cloudformation Template

 Very interesting tool to test the cloud formation templates. Check it out 

TaskCat

https://github.com/aws-ia/taskcat

Architecting Resilient application on AWS

 Great whitepaper on improving resiliency of distributed systems:

https://docs.aws.amazon.com/whitepapers/latest/availability-and-beyond-improving-resilience/availability-and-beyond-improving-resilience.html