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Akamas Resource Library

The Optimal – June 2026
Newsletter
The Optimal – June 2026

In the June 2026 edition: why Netflix says CPU utilization alone tells you nothing, the two misconfigurations behind Spark OOM…

  • Optimizing Google Dataproc
    Video
    Optimizing Google Dataproc

    Google Dataproc is a fully-managed service that hosts open-source distributed processing platforms such as Apache Spark, Presto, and Apache Hadoop on…

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  • Busting 4 Java tuning myths with Stefano Doni
    Podcast
    Busting 4 Java tuning myths with Stefano Doni

    In this PurePerformance episode, Stefano Doni (Akamas CTO) illustrates how some established industry approaches and beliefs about Java Tuning are actually…

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  • Optimizing AWS Lambda functions
    Video
    Optimizing AWS Lambda functions

    Finding the right balance between memory, execution time and cost for applications leveraging AWS Lambda can be quite tricky. In…

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  • Safely cut cloud bills with no impact on service performance – is it a dream?
    Blog
    Safely cut cloud bills with no impact on service performance – is it a dream?

    Several cloud cost optimization solutions are today available both by Cloud Providers, such as AWS Compute Optimizer or Google machine type recommendations, and…

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  • EMR Cost Optimization: How to Cut Spark Job Costs on AWS by 52%
    Blog
    EMR Cost Optimization: How to Cut Spark Job Costs on AWS by 52%

    AWS EMR clusters are almost always overprovisioned. Spark’s default settings target small clusters, not production, so teams add hardware to…

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  • Akamas Continuous Optimization: Integration with Jenkins in the CI/CD pipeline
    Video
    Akamas Continuous Optimization: Integration with Jenkins in the CI/CD pipeline

    Akamas AI-powered performance optimization can be easily integrated in any CI/CD pipeline to ensure that applications are always delivered with…

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  • How to Choose the Right Java Garbage Collector for Maximum Performance
    Blog
    How to Choose the Right Java Garbage Collector for Maximum Performance

    The Java platform keeps getting better. The OpenJDK community has been busy improving the performance of the JVM and the…

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  • Akamas in 2 minutes: maximize service quality, resilience, and cost savings
    Video
    Akamas in 2 minutes: maximize service quality, resilience, and cost savings

    Today IT stacks come with hundreds of configuration options that can dramatically impact application performance & resilience, and cost. The…

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  • Coverage initiation: “Akamas promises full-stack optimization with goal-oriented ML”
    Industry Report
    Coverage initiation: “Akamas promises full-stack optimization with goal-oriented ML”

    451 Research “Initial Coverage” report by Jean Atelsek and Liam Rogers (published: July 2021). Read how 451 Research assesses Akamas capabilities: “Akamas has applied reinforcement…

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  • Java performance: improving throughput, response time, and cost together
    Blog
    Java performance: improving throughput, response time, and cost together

    Developers and system owners usually take for granted that there are some intrinsic tradeoffs in the Java design. For example,…

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