Tue.Jun 03, 2025

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Beyond Bytecode: Exploring the Relationship Between JVM, JIT, and Performance

DZone

In computing, the execution of programs written in high-level languages requires that the source code be compiled to a low-level or native language. This compilation is referred to as Ahead-of-Time (AOT) and is typically done during build time. Effectively reducing the work to be done during runtime. In case of Java, the AOT produces an intermediate binary, viz. bytecode, which is then translated to native machine code during execution by the Java Virtual Machine (JVM).

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Improving Cloud Data Warehouse Performance: Overcoming Bottlenecks With AWS and Third-Party Tools

DZone

Performance optimization has become paramount in cloud data warehousing for organisations that need to make decisions based on fast, accurate insights. As cloud-native data platforms become the norm for modern businesses, performance bottlenecks that can slow data processing and query execution times present new challenges. These obstacles slow down operations and can also cause higher operational costs, less efficient data processing, and lost business opportunities.

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It Costs That Much Because Observability Takes Hours

DZone

Todays blog title is inspired by this song, " It Costs That Much." My daughter started singing it regularly after she opened her bakery. Read on for details on that story, and how it relates to observability. I thought of it, and my daughters reasons for singing it, after a few responses to my recent blog post, " Observability Expenses: When Pennies on the Dollar Add Up Quickly.

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