The Akamas Team is at work preparing a guide on how to optimize MongoDB databases for maximum performance and cost efficiency. Stay tuned!
In the meantime, you may want to check out the following resources:
Automating MongoDB Performance and Cost Optimization with AI, a video recorded at MongoDB Perf Tech Talk Series that talks about:
- How we used Akamas AI to automatically tune MongoDB and Linux settings for maximum performance
- How we used the same approach to identify the best AWS instance and storage options for optimal price-performance ratios
- How the resulting performance and costs of MongoDB compare with AWS DocumentDB
- A deep dive on how the best AI-selected configurations, which are often counter-intuitive and surprising even for database performance experts.
Performance Optimization Face-Off: AWS DocumentDB vs MongoDB, a whitepaper that talks about:
- How does DocumentDB stack up in terms of performance versus MongoDB hosted on-prem or on-a-cloud IaaS setup
- What are the cost implications of moving to a fully managed database
- How AI-driven performance optimization does change the price-performance equation
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