"In particular, I wanted to show why Spring’s default cache implementation requires careful thought in a distributed application environment." Read more of Ed's article https://lnkd.in/eh37FNbe #softwaredevelopment #java #javaspring #caching
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Enterprise Architecture | MAS IT Management & Governance | TOGAF® | DevSecOps | ITIL® 4 Strategic Leader | ISO 27001 LA | SAFe Architect
As architects, we're always on the lookout for technologies that can optimize our infrastructure and improve application performance. One such technology that has caught my attention during last year is GraalVM, especially in the context of Java serverless applications. Let's take a closer look at how GraalVM compares to the standard Java Virtual Machine (JVM). Performance: GraalVM stands out with its ability to compile Java applications ahead of time (AOT), resulting in significantly faster startup times and lower memory footprints. This is particularly beneficial for serverless applications, which often face cold start issues. On the other hand, the standard JVM relies on Just-In-Time (JIT) compilation, which can lead to longer startup times but optimizes performance during runtime. Resource Utilization: GraalVM's AOT compilation produces native binaries that require less CPU and memory, making it a cost-effective choice for serverless environments where resources are billed based on usage. However, this also means that applications need to be compiled ahead of deployment, which can introduce additional complexity in the build process. Compatibility: The standard JVM has been the cornerstone of Java development for decades, ensuring broad compatibility with existing libraries and frameworks. GraalVM, while highly compatible, may still encounter occasional issues with certain Java features or third-party libraries. It is essential to thoroughly test applications to ensure compatibility when considering a switch. Ecosystem: The JVM boasts a mature and extensive ecosystem, with robust support from the community and a plethora of tools and libraries. GraalVM, though gaining popularity, still has some catching up to do in terms of ecosystem maturity and community support. Security: Running Java applications on GraalVM can enhance security by reducing the attack surface through native image generation. However, the process of building native images requires careful configuration to avoid potential vulnerabilities. In conclusion, GraalVM offers compelling advantages for Java serverless applications, particularly in terms of startup performance and resource efficiency. However, it also introduces some complexities and potential compatibility challenges that need to be carefully managed. As always, the choice between GraalVM and the standard JVM should be guided by the specific requirements and constraints of your application and deployment environment. #Java #GraalVM #JVM #Serverless #EnterpriseArchitecture #Performance #CloudComputing #Innovation
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Java developers! Check this article on how to fast Kubernetes workloads with Kube Startup CPU Boost. While this feature is not specific to Java. It can be useful. In our testing we got a Spring Boot 3 app started 2 times faster with CPU boost.
Understanding Kubernetes dynamic resource scaling and CPU Boost
google.smh.re
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Java developers! Check this article on how to fast Kubernetes workloads with Kube Startup CPU Boost. While this feature is not specific to Java. It can be useful. In our testing we got a Spring Boot 3 app started 2 times faster with CPU boost.
Understanding Kubernetes dynamic resource scaling and CPU Boost
google.smh.re
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Strategic Digital Transformation Leader at Google Cloud, Data & Analytics, AI/ML, Change Agent, CPG/Retail/Manufacturing Industry. Ex SAP & AWS
Java developers! Check this article on how to fast Kubernetes workloads with Kube Startup CPU Boost. While this feature is not specific to Java. It can be useful. In our testing we got a Spring Boot 3 app started 2 times faster with CPU boost.
Understanding Kubernetes dynamic resource scaling and CPU Boost
google.smh.re
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Java developers! Check this article on how to fast Kubernetes workloads with Kube Startup CPU Boost. While this feature is not specific to Java. It can be useful. In our testing we got a Spring Boot 3 app started 2 times faster with CPU boost.
Understanding Kubernetes dynamic resource scaling and CPU Boost
google.smh.re
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Java developers! Check this article on how to fast Kubernetes workloads with Kube Startup CPU Boost. While this feature is not specific to Java. It can be useful. In our testing we got a Spring Boot 3 app started 2 times faster with CPU boost.
Understanding Kubernetes dynamic resource scaling and CPU Boost
google.smh.re
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Java developers! Check this article on how to fast Kubernetes workloads with Kube Startup CPU Boost. While this feature is not specific to Java. It can be useful. In our testing we got a Spring Boot 3 app started 2 times faster with CPU boost.
Understanding Kubernetes dynamic resource scaling and CPU Boost
google.smh.re
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Google Cloud Consulting Account Lead (GCC AL), Google Cloud | Digital Strategy, Digital Transformation, Digital Banking Transformation, IT Governance, IT Risk Management
Java developers! Check this article on how to fast Kubernetes workloads with Kube Startup CPU Boost. While this feature is not specific to Java. It can be useful. In our testing we got a Spring Boot 3 app started 2 times faster with CPU boost.
Understanding Kubernetes dynamic resource scaling and CPU Boost
google.smh.re
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Java developers! Check this article on how to fast Kubernetes workloads with Kube Startup CPU Boost. While this feature is not specific to Java. It can be useful. In our testing we got a Spring Boot 3 app started 2 times faster with CPU boost.
Understanding Kubernetes dynamic resource scaling and CPU Boost
google.smh.re
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-
Java developers! Check this article on how to fast Kubernetes workloads with Kube Startup CPU Boost. While this feature is not specific to Java. It can be useful. In our testing we got a Spring Boot 3 app started 2 times faster with CPU boost.
Understanding Kubernetes dynamic resource scaling and CPU Boost
google.smh.re
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