Monday, October 16, 2023

References

Aperture in Action: How We Solved PostgreSQL Performance Challenges

https://dzone.com/articles/aperture-in-action-how-we-solved-postgresql-perfor?utm_source=Sailthru&utm_medium=email&utm_campaign=DZone_Daily_Digest_10.16.23_BT_Snowflake_Spotlight&utm_term=dzone-daily-digest-active

How to Use Serverless Architecture

https://dzone.com/articles/how-to-use-serverless-architecture?utm_source=Sailthru&utm_medium=email&utm_campaign=DZone_Daily_Digest_10.16.23_BT_Snowflake_Spotlight&utm_term=dzone-daily-digest-active

Best Practices for Microservices: Building Scalable and Efficient Systems

https://cb.sailthru.com/click/33025582.48113/aHR0cHM6Ly9kem9uZS5jb20vYXJ0aWNsZXMvYmVzdC1wcmFjdGljZXMtZm9yLW1pY3Jvc2VydmljZXMtYnVpbGRpbmctc2NhbGFibGU_/64b567c4080fd50b97b29669B382db0f9

Image Identification and Classification with Amazon Bedrock, OpenSearch, and OpenCLIP

https://garystafford.medium.com/image-identification-and-classification-with-amazon-bedrock-opensearch-and-openclip-5442baca1846

Your Own Personal LLaMa

https://towardsdatascience.com/your-own-personal-llama-8cf24a9237cb

LlamaIndex update 2023–10–10

https://blog.llamaindex.ai/llamaindex-update-2023-10-10-3718a3d19fb9

AI Opportunities in Retail — A Comprehensive Technical Implementation Guide

https://medium.com/predict/ai-opportunities-in-retail-a-comprehensive-technical-implementation-guide-d26d9abba144

Deploy ML models at the edge with Microk8s, Seldon and Istio

https://medium.com/ubuntu-ai/deploy-ml-models-at-the-edge-with-microk8s-seldon-and-istio-5b97fe695578

Ten tips and tricks to employ in your Gen AI projects

https://lakshmanok.medium.com/ten-tips-and-tricks-to-employ-in-your-gen-ai-projects-7468f8dc6bf0

What’s a Vector Database?

https://medium.com/building-the-open-data-stack/whats-a-vector-database-c3e8b6bb0436

Leveraging LLMs on your domain-specific knowledge base

https://blog.ml6.eu/leveraging-llms-on-your-domain-specific-knowledge-base-4441c8837b47

Sunday, March 26, 2023

Azure , AWS and GCP

Compute:

AWS EC2
GCP Compute Engine

Containerization and Orchestration:

Azure Kubernetes Service (AKS)
AWS Elastic Kubernetes Service (EKS)
GCP Kubernetes Engine (GKE)

Serverless Computing:

Azure Functions
AWS Lambda
GCP Cloud Functions

Database:

Azure SQL Database
AWS RDS
GCP Cloud SQL

Big Data and Analytics:

Azure HDInsight
AWS EMR
GCP Dataproc

Storage:

Azure Storage
AWS S3
GCP Cloud Storage

Networking:

Azure Virtual Network
AWS VPC
GCP VPC

Identity and Access Management:

Azure Active Directory
AWS IAM
GCP Identity and Access Management (IAM)

API Management:

Azure API Management
AWS API Gateway
GCP Cloud Endpoints

Load Balancing:

Azure Load Balancer
AWS ELB (Elastic Load Balancer)
GCP Cloud Load Balancing

Swamy Talam