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).

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Cache Efficiency Performance 147

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 60

Database Cloud Software Software 60

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 52

Latency Tuning Metrics Testing 52