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SKP's Java/Java EE Gotchas: Clash of the Titans, C++ vs. Java!

DZone

As a Software Engineer, the mind is trained to seek optimizations in every aspect of development and ooze out every bit of available CPU Resource to deliver a performing application. This begins not only in designing the algorithm or coming out with efficient and robust architecture but right onto the choice of programming language.

Java 207
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RSA guide 2024: AI and security are top concerns for organizations in every industry

Dynatrace

Additionally, blind spots in cloud architecture are making it increasingly difficult for organizations to balance application performance with a robust security posture. As organizations train generative AI systems with critical data, they must be aware of the security and compliance risks.

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Orchestrating Data/ML Workflows at Scale With Netflix Maestro

The Netflix TechBlog

These include ETL pipelines, ML model training workflows, batch jobs, etc. Meson was based on a single leader architecture with high availability. Similarly, ML model training workflows usually consist of tens of thousands of training jobs within a single workflow. Figure 1 shows the high-level architecture.

Java 202
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The top eight DevSecOps trends in 2022

Dynatrace

Log4Shell enables an attacker to use remote code execution to engage with software that uses the Java logging library Log4j versions 2.0 With MLOps, data needs to be trained to understand normal behavior and what is anomalous. Unlike MLOps, AIOps doesn’t require training of data. Serverless architecture expands.

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Digital transformation strategies: Success stories from three digital transformation journeys

Dynatrace

Consumers expect personalized, proactive, and convenient service, which traditional application architectures often struggle to provide. As a result, a successful digital transformation strategy requires that organizations make changes to organizational culture and provide employee training. Improved customer experience.

Strategy 169
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How Netflix Scales its API with GraphQL Federation (Part 2)

The Netflix TechBlog

Our Journey so Far Over the past year, we’ve implemented the core infrastructure pieces necessary for a federated GraphQL architecture as described in our previous post: Studio Edge Architecture The first Domain Graph Service (DGS) on the platform was the former GraphQL monolith that we discussed in our first post (Studio API).

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How architecture evolves into strategy

O'Reilly Software

I should start by saying this section does not offer a treatise on how to do architecture. Vitruvius and the principles of architecture. Architecture begins when someone has a nontrivial problem to be solved. Everyone who goes to architecture school learns his work. It must be beautiful, like Venus, inspiring love.

Strategy 100