51eshare's Tech Blog
This site is dedicated to sharing IT-related technologies.
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
Building an End-to-End Observability Pipeline with Astro Rust Sentry and GitLab CI Building an End-to-End Observability Pipeline with Astro Rust Sentry and GitLab CI
The initial problem was a familiar form of operational blindness. Our stack is modern—an Astro frontend for content, a R
2023-10-27 Observability
GitLab CI/CD Rust Astro Dgraph Sentry
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
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
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
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
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