51eshare's Tech Blog
This site is dedicated to sharing IT-related technologies.
Automating Graph-Enhanced RAG Pipeline Deployments Using Spinnaker ArangoDB and NumPy Automating Graph-Enhanced RAG Pipeline Deployments Using Spinnaker ArangoDB and NumPy
The initial proof-of-concept for our Retrieval-Augmented Generation system worked well enough on a static dataset. A sim
2023-10-27 DevOps
CI/CD MLOps Spinnaker RAG NumPy ArangoDB
Declarative Management of a Stateful Flink Security Pipeline on AWS EKS Using Chef Declarative Management of a Stateful Flink Security Pipeline on AWS EKS Using Chef
The transition to passwordless authentication using WebAuthn eliminated entire classes of credential stuffing and phishi
2023-10-27 Data Engineering
Chef Apache Flink Security WebAuthn AWS EKS Real-time
Implementing a Kafka-Triggered MapReduce Framework for Batch Data Aggregation into MariaDB Implementing a Kafka-Triggered MapReduce Framework for Batch Data Aggregation into MariaDB
Our primary reporting database, a heavily indexed MariaDB instance, was buckling under the load of nightly aggregation j
2023-10-27 Data Engineering
MariaDB Kafka ETL Java MapReduce Scrum
Implementing Correlated Trace-Log-Metric Observability for Serverless ML Inference with SkyWalking Vector and AWS Lambda Implementing Correlated Trace-Log-Metric Observability for Serverless ML Inference with SkyWalking Vector and AWS Lambda
The p99 latency alerts for our sentiment analysis API wouldn’t stop. Hosted on AWS Lambda and powered by a Hugging Face
2023-10-27 Observability
Serverless SkyWalking Vector AWS Lambda Hugging Face Transformers OTLP
Implementing Dynamic Multi-Tenant Isolation in a Weaviate and Spring Boot System Using Zookeeper for Coordination and mTLS for Security Implementing Dynamic Multi-Tenant Isolation in a Weaviate and Spring Boot System Using Zookeeper for Coordination and mTLS for Security
The initial project brief was straightforward: build a vector search backend for an internal application. The prototype,
2023-10-27 Distributed Systems
Zookeeper Security mTLS PWA Multi-tenancy Spring Boot Weaviate
Offloading Apache Spark Post-Processing to a Flutter Client via gRPC and a WASM Compute Engine Offloading Apache Spark Post-Processing to a Flutter Client via gRPC and a WASM Compute Engine
The initial system response time was unacceptable: 45 seconds for a user-initiated parameter change to reflect in a comp
2023-10-27 Distributed Systems
gRPC WebAssembly Flutter Apache Spark Spring Framework
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