51eshare's Tech Blog
This site is dedicated to sharing IT-related technologies.
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Architecture 35 Observability 23 Backend Development 17 Backend Architecture 15 Distributed Systems 33 Cloud Native 22 Software Architecture 15 Security 3 MLOps 17 Cloud Native & DevOps 1 DevOps 35 Data Engineering 41 Web Development 2 API Gateway 1 Mobile Development 3 Software Engineering & Architecture 1 Security Architecture 1 System Design 9 AI Engineering 2 Frontend Architecture 1 Platform Engineering 3 Build Tools 1 System Architecture 6 Real-Time Systems 1 Resilience Engineering 3 DevSecOps 1 MLOps Engineering 1 Cloud Native Security 1 Backend Engineering 2 Cloud Architecture 4 Full-Stack Development 2 Rust Engineering 1 Build Systems 1 Frontend Engineering 2 WebAssembly 1 Security Engineering 2 Cloud Security 1
Implementing a Hybrid Python-Rust gRPC Service for Low-Latency Computer Vision and NLP Workloads Implementing a Hybrid Python-Rust gRPC Service for Low-Latency Computer Vision and NLP Workloads
The initial system was a pure Python monolith, built on Tornado for its asynchronous capabilities. It was designed to in
2023-10-27 System Architecture
SciPy Python gRPC Rust Tonic Tornado NLP OpenCV
Integrating a Custom Rust gRPC Middleware with Tyk for High-Throughput Request Processing and ELK-based Observability Integrating a Custom Rust gRPC Middleware with Tyk for High-Throughput Request Processing and ELK-based Observability
The performance degradation was subtle at first, then catastrophic. Our Tyk API Gateway, fronting a suite of Node.js mic
2023-10-27 System Architecture
Tyk Node.js gRPC Observability Rust ELK Stack
Orchestrating a Real-Time Feature Pipeline from Nuxt.js to Kubeflow via a JavaScript Gateway and NoSQL Store Orchestrating a Real-Time Feature Pipeline from Nuxt.js to Kubeflow via a JavaScript Gateway and NoSQL Store
The technical pain point was feature staleness. Our personalization models, served on a robust Kubeflow cluster, were co
2023-10-27 System Architecture
Node.js MLOps MongoDB JavaScript Nuxt.js NoSQL Kubeflow
Implementing a Polyglot Persistence Gateway with Quarkus for Integrating TiDB, HBase, and Solr Implementing a Polyglot Persistence Gateway with Quarkus for Integrating TiDB, HBase, and Solr
The mandate was to architect a backend for a digital evidence management platform. The data access patterns presented an
2023-10-27 System Architecture
Solr HBase TiDB Polyglot Persistence Quarkus
Architecting an Offline-First ML Prediction System with a Rails Monolith and a Python DVC-Managed Service Architecting an Offline-First ML Prediction System with a Rails Monolith and a Python DVC-Managed Service
The core business logic resides in a mature, stable Ruby on Rails monolith. This application manages product inventory,
2023-10-27 System Architecture
Ant Design DVC Python Service Workers Ruby on Rails
Implementing a Hot-Reloadable Lua-Based Aggregation Engine in a Tornado WebSocket Server for TimescaleDB Ingestion Implementing a Hot-Reloadable Lua-Based Aggregation Engine in a Tornado WebSocket Server for TimescaleDB Ingestion
The core operational challenge was a firehose of time-series data originating from a fleet of tens of thousands of IoT d
2023-10-27 System Architecture
Python Lua WebSocket UI Tornado TimescaleDB Data Engineering