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Presentation: Modern Compute Stack for Scaling Large AI/ML/LLM Workloads

InfoQ

Jules Damji discusses which infrastructure should be used for distributed fine-tuning and training, how to scale ML workloads, how to accommodate large models, and how can CPUs and GPUs be utilized? By Jules Damji

Tuning 90
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Flexible, scalable, self-service Kubernetes native observability now in General Availability

Dynatrace

Stay tuned for more awesome Dynatrace Kubernetes announcements throughout the year. At present, we’re working on quick and easy Kubernetes alerting configurations for common platform and application issues. A look to the future. The Dynatrace Operator also supports Cloud Native Full Stack injection, while the older operator does not.

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Machine Learning for Fraud Detection in Streaming Services

The Netflix TechBlog

We present a systematic overview of the unexpected streaming behaviors together with a set of model-based and data-driven anomaly detection strategies to identify them. Data Featurization A complete list of features used in this work is presented in Table 1. The features mainly belong to two distinct classes.

C++ 312
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HammerDB v4.0 New Features Pt2: Scalable UHD Graphics

HammerDB

For most purposes this did not present an Issue and the HammerDB display rendered correctly up to 1920 x 1080 Full HD displays. Similarly it was necessary to use scalable fonts to ensure that the text scaled alongside the graphics. Finally it was needed to update the graphical Oracle metrics with the same scalability settings.

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Best Practices for a Seamless MongoDB Upgrade

Percona

MongoDB is a dynamic database system continually evolving to deliver optimized performance, robust security, and limitless scalability. Sharded time-series collections for improved scalability and performance. Navigating common MongoDB upgrade challenges Even with a well-thought-out plan, MongoDB upgrades can present challenges.

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How Bloom Filters Work in MyRocks

Percona

When you want to know if a key is present or not in the list, you run it through the hash function and check if the corresponding bits in the bitmap are “1” or “0” If one of the bits is “0”, you know for sure the key is not in the list. If all the bits are “1”, the value may be present.

Storage 129
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What is web application security? Everything you need to know.

Dynatrace

Before one can design an optimal security approach, it helps to understand what kinds of vulnerabilities are commonly present in web applications. Most common vulnerabilities commonly present in web applications. Positive filters are highly effective at blocking attacks but require constant tuning.