Tenzaa's Tech Blog
This site is dedicated to sharing IT-related technologies.
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Data Engineering 27 Architecture 25 Web Architecture 2 Observability 24 MLOps 16 Cloud Native 11 Distributed Systems 28 Software Architecture 4 MLOps Engineering 1 Backend Architecture 2 Backend Development 8 DevOps 21 System Design 6 System Architecture 4 DevSecOps 4 Mobile Development 2 Security 3 Cloud Security 2 Full-Stack Development 1 Cloud Architecture 3 Security Engineering 1 Platform Engineering 1 WebAssembly 1 Serverless 1 Software Engineering & Architecture 1 Real-Time Communication 1
Implementing a High-Throughput Polyglot Data Pipeline with Phoenix, Rust, and AWS SQS Implementing a High-Throughput Polyglot Data Pipeline with Phoenix, Rust, and AWS SQS
The initial system bottleneck was a Phoenix controller action that timed out. Users uploaded multi-gigabyte CSV files fo
2023-10-27 System Design
AWS SQS Sentry Pandas Phoenix Rust
Implementing a Real-Time Anomaly Detection Pipeline with TensorFlow, Event Sourcing, and Server-Sent Events for Visualization Implementing a Real-Time Anomaly Detection Pipeline with TensorFlow, Event Sourcing, and Server-Sent Events for Visualization
The pain point wasn’t a catastrophic failure. It was the slow, creeping degradation of service quality in our event-sour
2023-10-27 System Design
Observability Python Server-Sent Events Event Sourcing Seaborn TensorFlow
A Persistent State Machine Architecture for Asynchronous OpenCV Processing with JPA and Algolia A Persistent State Machine Architecture for Asynchronous OpenCV Processing with JPA and Algolia
The initial implementation of our media asset pipeline was a single, monolithic Java controller method. An image would b
2023-10-27 System Design
OpenCV XState JPA Hibernate Algolia State Machine Asynchronous Processing
Integrating Asynchronous BentoML Inference with Rails SSE Streams for Real-Time Progress Reporting Integrating Asynchronous BentoML Inference with Rails SSE Streams for Real-Time Progress Reporting
The initial requirement sounded straightforward: execute a machine learning model from our Rails application and show th
2023-10-27 System Design
BentoML Ruby on Rails Server-Sent Events Sentry HBase
Implementing a Resilient Elixir-based Build Service for JavaScript Transpilation in an Air-Gapped VPC Implementing a Resilient Elixir-based Build Service for JavaScript Transpilation in an Air-Gapped VPC
The mandate was simple: no public internet access for our production build and deployment environment. Our entire infras
2023-10-27 System Design
VPC CI/CD Elixir Babel OTP DevOps
Implementing an Asynchronous Control Plane for Apache Spark Using a RESTful API and a Test-Driven React UI Implementing an Asynchronous Control Plane for Apache Spark Using a RESTful API and a Test-Driven React UI
The initial request was straightforward: allow data scientists to run their ad-hoc Spark jobs without direct SSH access
2023-10-27 System Design
React Testing Library Babel RESTful API Asynchronous Processing Apache Spark System Integration