51eshare's Tech Blog
This site is dedicated to sharing IT-related technologies.
Building a Dynamic Distributed Rate Limiter for a Containerized API Using ZooKeeper Coordination Building a Dynamic Distributed Rate Limiter for a Containerized API Using ZooKeeper Coordination
The transition from a monolithic API to a scaled-out, containerized service cluster introduces a class of problems that
2023-10-27 Distributed Systems
Zookeeper Microservices Rate Limiting Docker .NET Web API
Building a GitOps-Managed TensorFlow Serving Platform with Dynamic Configuration via Consul Building a GitOps-Managed TensorFlow Serving Platform with Dynamic Configuration via Consul
The initial state of our model deployment process was, to put it mildly, chaotic. Each data science team had its own col
2023-10-27 MLOps
Consul CI/CD TensorFlow GitOps Solid.js SQL
Implementing a CDC-Based Dual-Write Pipeline from Oracle to Apache Iceberg and Weaviate via Azure Functions Implementing a CDC-Based Dual-Write Pipeline from Oracle to Apache Iceberg and Weaviate via Azure Functions
The project started with a familiar constraint: modernize a critical feature without touching the monolithic core. The s
2023-10-27 Data Engineering
Oracle Azure Functions CDC Apache Iceberg Weaviate Data Lakehouse MobX
Implementing a Custom Solr Operator and Angular UI for Searchable Artifacts within Kubeflow Implementing a Custom Solr Operator and Angular UI for Searchable Artifacts within Kubeflow
Managing metadata for hundreds of Kubeflow pipeline runs, datasets, and models across dozens of projects became untenabl
2023-10-27 Cloud Native
Solr Angular Kubernetes UI Kubeflow Operator
Building a Brokerless Polyglot Ingestion System Using ScyllaDB LWT for State Coordination Between Ktor and FastAPI Services Building a Brokerless Polyglot Ingestion System Using ScyllaDB LWT for State Coordination Between Ktor and FastAPI Services
The project mandate was a high-throughput, two-stage event processing pipeline. The initial stage involved stateless, hi
2023-10-27 Distributed Systems
ScyllaDB SQL Ktor FastAPI Distributed Architecture
Automating Data Lineage Tracking from Code to Lake with ESLint, Neo4j, and Apache Hudi Automating Data Lineage Tracking from Code to Lake with ESLint, Neo4j, and Apache Hudi
The incident that finally broke our manual processes began with a one-line change to a seemingly innocuous data transfor
2023-10-27 Data Engineering
DevOps ESLint Neo4j Apache Hudi Data Lineage AST
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