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360 Quality & Efficiency
360 Quality & Efficiency
Jun 9, 2023 · Backend Development

Comprehensive OTA Testing Guide: Functional, Performance, Compatibility, and Automation Strategies

This article presents a detailed OTA (Over‑the‑Air) testing framework covering preparation, functional test points, upgrade strategies, data consistency, compatibility, performance load testing, and Python‑based automation for IoT devices, helping engineers avoid missed cases and ensure reliable firmware upgrades.

IoTMQTTOTA
0 likes · 9 min read
Comprehensive OTA Testing Guide: Functional, Performance, Compatibility, and Automation Strategies
Coolpad Technology Team
Coolpad Technology Team
Oct 15, 2021 · Fundamentals

Implementing Block List Generation for EROFS to Accelerate OTA Packaging

This article explains how the Android block list feature, originally implemented for EXT4, was analyzed and re‑implemented for the EROFS file system, detailing the generation process, key code functions, and the resulting OTA packaging speed improvement of over 90 %.

EROFSOTAblock list
0 likes · 8 min read
Implementing Block List Generation for EROFS to Accelerate OTA Packaging
Ctrip Technology
Ctrip Technology
Oct 10, 2018 · Artificial Intelligence

Intelligent Image Aesthetic Scoring for OTA Ticket Listings Using Deep Learning

This article describes how deep learning techniques, including convolutional neural networks and CAM visualizations, are applied to automatically evaluate and select high‑quality images for online travel agency ticket listings, improving user experience while reducing manual effort.

CNNOTAVisualization
0 likes · 11 min read
Intelligent Image Aesthetic Scoring for OTA Ticket Listings Using Deep Learning