51eshare's Tech Blog
This site is dedicated to sharing IT-related technologies.
Engineering a Frontend Visualization Pipeline for Massive Time-Series Datasets from TimescaleDB Engineering a Frontend Visualization Pipeline for Massive Time-Series Datasets from TimescaleDB
The initial requirement seemed straightforward: build a frontend dashboard to visualize high-resolution infrastructure m
2023-10-27 Data Engineering
Observability Frontend React TimescaleDB Data Warehouse Canvas
Building a Reproducible ML Training Pipeline with Apache Iceberg as a Versioned Dataset on DigitalOcean Building a Reproducible ML Training Pipeline with Apache Iceberg as a Versioned Dataset on DigitalOcean
The project started with a familiar, sinking feeling. We were retraining a computer vision model in Keras, built six mon
2023-10-27 Data Engineering
Keras Python DigitalOcean MLOps Apache Iceberg
Constructing an Asynchronous NLP Pipeline for Document Similarity Alerts with Spring Boot, SNS, and ChromaDB Constructing an Asynchronous NLP Pipeline for Document Similarity Alerts with Spring Boot, SNS, and ChromaDB
The initial system was deceptively simple and fundamentally broken for any real-world load. A user would upload a docume
2023-10-27 Backend Architecture
AWS SNS JWT ChromaDB Spring Boot NLP
Implementing a Fault-Tolerant Replicated State Machine Using Raft and Embedded SQLite Implementing a Fault-Tolerant Replicated State Machine Using Raft and Embedded SQLite
The project required a fault-tolerant data store with SQL capabilities for a set of services running in a resource-const
2023-10-27 Distributed Systems
Frontend Dgraph SQLite Raft Loki
Designing a CQRS Architecture with TimescaleDB to Mitigate High-Cardinality Issues in Real-Time Monitoring Frontends Designing a CQRS Architecture with TimescaleDB to Mitigate High-Cardinality Issues in Real-Time Monitoring Frontends
The collapse of a monitoring system under its own data weight is a familiar story. The initial antagonist is often an un
2023-10-27 System Design
CQRS Babel Observability Architecture TimescaleDB MobX
Implementing a Federated Micro-Frontend Architecture with a SAML-to-gRPC Authentication Bridge Using esbuild Implementing a Federated Micro-Frontend Architecture with a SAML-to-gRPC Authentication Bridge Using esbuild
The project started with a familiar, painful directive: modernize a sprawling, monolithic enterprise portal. Its fronten
2023-10-27 System Design
Styled-components gRPC Authentication SAML Micro-frontends esbuild
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