DZone

FEBRUARY 18, 2025

The Rise of LLMs and the Need for Efficiency In recent years, large language models (LLMs) such as GPT, Llama, and Mistral have impacted natural language understanding and generation. However, a significant challenge in deploying these models lies in optimizing their performance, particularly for tasks involving long text generation. One powerful technique to address this challenge is k ey-value caching (KV cache).

Cache 162

Cache Efficiency Performance 162

Percona

FEBRUARY 18, 2025

At first glance, MongoDB Atlas seems like the perfect solutionan easy-to-use, fully managed cloud database that takes the hassle out of deployment and scaling. But as businesses grow, many discover that Atlass convenience comes at a costliterally.

Database 78

Database Cloud Software Software 78

DZone

FEBRUARY 18, 2025

Having spent more late nights untangling enterprise spaghetti code than I care to admit, I can confidently say developing enterprise applications is not for the faint of heart. While hobby apps crash because someone forgot a semicolon, enterprise code glitches could mean accidentally buying every employee a yacht. Were talking about software that keeps multinational supply chains from imploding because someone in accounting fat-fingered a CSV export.

Development 147

Development Code Software Software 147

O'Reilly

FEBRUARY 18, 2025

On April 24, OReilly Media will be hosting Coding with AI: The End of Software Development as We Know It a live virtual tech conference spotlighting how AI is already supercharging developers, boosting productivity, and providing real value to their organizations. If youre in the trenches building tomorrows development practices today and interested in speaking at the event, wed love to hear from you by March 5.

Latency 66

Latency Tuning Metrics Testing 66

Percona Community

FEBRUARY 18, 2025

In today’s landscape, where security breaches are a constant concern, reducing potential attack vectors is a top priority for any organization. Percona Monitoring and Management (PMM) has established itself as a reliable solution for database performance monitoring. With the release of PMM version 3, Percona has significantly strengthened its security posture, notably by introducing support for rootless container deployments.

Monitoring 59

Monitoring Database Performance 59

Particular Software

FEBRUARY 18, 2025

It doesnt matter if youre developing using MVC, WebAPI, or Razor pagesyou want your controller code to be nice and lean. The more bloated that code is, the more coupling you have, and the closer you are to an unmanageable big ball of mud. You probably already know that, but Id bet not all of your controller code is as lean as youd like it to be. Is it?

Database 64

Database Code Scalability Infrastructure 64