51eshare's Tech Blog
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Decoupling Scikit-learn Model Inference to Reduce Cold Start Latency in Knative-Powered Server-Side Rendering Decoupling Scikit-learn Model Inference to Reduce Cold Start Latency in Knative-Powered Server-Side Rendering
The initial objective was straightforward: deliver dynamically personalized, server-rendered product pages. The marketin
2023-10-27 Cloud Native
Knative Performance Scikit-learn Kubernetes SSR
A Secure Event-Driven Image Analysis Pipeline with Knative OpenCV Linkerd and Seaborn A Secure Event-Driven Image Analysis Pipeline with Knative OpenCV Linkerd and Seaborn
Our initial system for detecting steganography in user-uploaded images was a monolithic Python service running on a set
2023-10-27 Cloud Native
Microservices Knative Security Kubernetes Seaborn Linkerd OpenCV
Implementing a Dynamic Multi-Tenant GraphQL Layer on AWS Lambda with etcd for Real-Time Policy Propagation Implementing a Dynamic Multi-Tenant GraphQL Layer on AWS Lambda with etcd for Real-Time Policy Propagation
The core operational friction was latency—not of the API, but of our own development cycle. Our multi-tenant GraphQL API
2023-10-27 Cloud Native
etcd MongoDB GraphQL Cloud Native & DevOps AWS Lambda
Implementing a Kubernetes Operator for Declarative Management of LangChain RAG Pipelines Implementing a Kubernetes Operator for Declarative Management of LangChain RAG Pipelines
Managing a multi-component application like a Retrieval-Augmented Generation (RAG) pipeline using disconnected deploymen
2023-10-27 Cloud Native
Kubernetes Cloud Native & DevOps LangChain Golang NLP Operator Pattern
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