Benchmark-driven guide to choosing Python Docker images for finance: python:3.14-slim vs intel/python vs Anaconda, with Intel/AMD + BLAS/MKL + GIL threading decision tree.
Computing – Performance Engineering
Most Performant Docker Base Images for Data Science on AWS Batch
Benchmark Docker base images for AWS Batch data-science jobs—Ubuntu vs official Python vs IntelPython—with practical guidance on when IntelPython wins for math-heavy workloads.
Top 3 Performance Optimization Insights from using DevOps Guru for RDS
3 DevOps Guru for RDS insights: rightsize Aurora/RDS, diagnose issues faster, and pinpoint anomalous SQL using Database Load + Performance Insights.
AWS Graviton3 Adoption in ESW Capital
ESW Capital’s migration of DevSpaces to AWS Graviton3: the Graviton2→3 journey, real build-time benchmarks for Node.js and Go, and lessons learned on cost/performance.
Optimal DB Architecture for Fast Access to Historical FX Data in MySQL
Design a MySQL schema for ultra-fast retrieval of historical FX time series at scale (~40k pairs): RDS vs S3 tradeoffs, indexing, table-per-pair strategy.