Tagged articles

adaptive scheduling

4 articles · Page 1 of 1

Nov 6, 2026 · Artificial Intelligence

NeurIPS 2026: Ascend RL Training System Hits 222% Speedup with Adaptive Scheduling

The Shenzhen Institute of Big Data and Huawei present ASP, an adaptive scheduling pipeline for multi-instance asynchronous RL training on Ascend 910B3 NPUs, eliminating padding, skewness, and sorting bubbles to achieve 222% higher generation throughput and 76% lower iteration time, validated at NeurIPS 2026 and deployed in telecom cutting training from three months to two.

Ascend NPULLMMindSpeed-RL

0 likes · 20 min read

NeurIPS 2026: Ascend RL Training System Hits 222% Speedup with Adaptive Scheduling

Woodpecker Software Testing

Apr 30, 2026 · Operations

Intelligent Regression Testing: Practical Strategies Every Test Engineer Should Know

The article shows how data‑driven, AI‑enhanced regression testing—using impact graphs, adaptive scheduling, and root‑cause inference—can cut execution time, reduce failure analysis from minutes to seconds, and boost test ROI, illustrated with real‑world cases from e‑commerce, finance, IoT and SaaS platforms.

AI TestingRegression TestingTest Automation

0 likes · 8 min read

Intelligent Regression Testing: Practical Strategies Every Test Engineer Should Know

AI Tech Publishing

Apr 17, 2026 · Artificial Intelligence

Why Your AI Agent Crashes: 7 Hosting Patterns Compared

The article explains why AI agents fail when deployed with the wrong hosting model, presents a systematic comparison of seven patterns—Cron, Reactive, Daemon, Pipeline, Service, Adaptive, and Mesh—detailing their problem scope, typical scenarios, concrete Python or TypeScript implementations, when to choose each, and the trade‑offs, while warning against the common mistake of over‑engineering from the start.

AI agentsCronMulti-Agent Mesh

0 likes · 21 min read

Why Your AI Agent Crashes: 7 Hosting Patterns Compared

Xiaohongshu Tech REDtech

Mar 4, 2026 · Mobile Development

How Xiaohongshu Delivered Billion‑User Voice & Fireworks Effects with Adaptive Rendering

During the 2026 Chinese New Year, Xiaohongshu built a real‑time dynamic interaction system that combined adaptive scheduling, high‑performance particle rendering, and industrial‑grade ASR to deliver synchronized voice greetings and emoji fireworks to over a billion daily active users across heterogeneous mobile devices.

ASRadaptive schedulingcross-platform

0 likes · 13 min read

How Xiaohongshu Delivered Billion‑User Voice & Fireworks Effects with Adaptive Rendering