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Sohu Tech Products
Sohu Tech Products
Apr 1, 2026 · Mobile Development

Running Python on Mobile Devices: Edge Computing with NumCpp & JNI

This article explains the concept of edge computing, why models are deployed to devices, the advantages of using Python scripts on Android/iOS, and provides a step‑by‑step guide to implementing a Python interpreter, NumCpp integration, feature management, dynamic deployment, and business impact through real‑time strategy updates.

JNIMobiledynamic deployment
0 likes · 15 min read
Running Python on Mobile Devices: Edge Computing with NumCpp & JNI
ByteDance Terminal Technology
ByteDance Terminal Technology
Nov 9, 2021 · Artificial Intelligence

Edge AI Video Preloading: Case Study and Implementation with ByteDance's Client AI Platform

This article presents a comprehensive case study of applying edge AI to video preloading on the Xigua Video platform, detailing scenario analysis, predictive modeling of user behavior, feature engineering, on‑device model inference, dynamic algorithm package deployment, experimental evaluation, and the resulting performance and cost improvements.

A/B testingModel Optimizationclient inference
0 likes · 18 min read
Edge AI Video Preloading: Case Study and Implementation with ByteDance's Client AI Platform
Youku Technology
Youku Technology
Aug 31, 2020 · Backend Development

Java Dynamic Class Loading, HotSwap, and Multi-ClassLoader Strategies for YMAP Micro-Application Platform

The article explains how Java’s dynamic class loading, HotSwap, and multi‑ClassLoader architectures can overcome long restart times, detailing YMAP’s serverless‑style platform that uses isolated ClassLoaders, cgroup‑based multi‑tenant isolation, and rapid build‑to‑test pipelines to achieve second‑level deployments.

HotSwapJavaResource Isolation
0 likes · 10 min read
Java Dynamic Class Loading, HotSwap, and Multi-ClassLoader Strategies for YMAP Micro-Application Platform
58 Tech
58 Tech
Dec 25, 2019 · Mobile Development

NJCS: A Lightweight Dynamic Deployment Solution for iOS Apps – Usage Guide

This article introduces NJCS, a lightweight dynamic deployment framework for iOS that enables rapid feature updates without App Store re‑approval, explains its background, integration steps, page creation, navigation APIs, UI component usage, notification handling, and provides practical code examples for developers.

Mobile DevelopmentNJCSNotification
0 likes · 11 min read
NJCS: A Lightweight Dynamic Deployment Solution for iOS Apps – Usage Guide
58 Tech
58 Tech
Oct 30, 2019 · Mobile Development

Dynamic Feature Deployment for iOS Apps: NJCS Architecture and Implementation

This article explains the need for rapid iOS feature updates without re‑submission, defines dynamic feature deployment, compares existing solutions, and details the design, architecture, code examples, and security controls of the NJCS lightweight Objective‑C runtime‑based dynamic deployment framework.

Mobile DevelopmentNJCSObjective-C Runtime
0 likes · 10 min read
Dynamic Feature Deployment for iOS Apps: NJCS Architecture and Implementation
Alibaba Cloud Developer
Alibaba Cloud Developer
Mar 14, 2017 · Mobile Development

How Alibaba’s Atlas Framework Revolutionizes Android App Development

Atlas, Alibaba’s open‑source Android container framework, enables large‑scale team collaboration through componentization, dynamic deployment, and plug‑in isolation, offering parallel development, rapid iteration, and on‑device updates for apps targeting Android 4.x and above.

AndroidComponentizationMobile Development
0 likes · 15 min read
How Alibaba’s Atlas Framework Revolutionizes Android App Development
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Jan 11, 2017 · Mobile Development

How to Design a Robust iOS App Architecture: Key Principles and Practices

This article shares practical insights on iOS app architecture, covering network API handling, page presentation, local data persistence, dynamic deployment, team collaboration, and a step‑by‑step methodology that emphasizes problem definition, modularization, dependency management, future‑proofing, testing, and performance optimization.

App ArchitectureMobile DevelopmentPerformance Optimization
0 likes · 26 min read
How to Design a Robust iOS App Architecture: Key Principles and Practices
Liulishuo Tech Team
Liulishuo Tech Team
Aug 19, 2016 · Mobile Development

Android Resource Obfuscation and Hot Patching Techniques for Application Optimization

The article explores Android development optimization techniques, specifically detailing resource obfuscation methods that modify resource paths to reduce APK size and increase security, alongside hot patching strategies using native hooks or classloader-based dex replacement to enable dynamic bug fixes and feature updates without full app redeployment.

APK OptimizationAndroid DevelopmentMobile Security
0 likes · 11 min read
Android Resource Obfuscation and Hot Patching Techniques for Application Optimization
21CTO
21CTO
Oct 24, 2015 · Mobile Development

How to Deploy New Features in iOS Apps Without Releasing a New Version

This article reviews the various dynamic deployment techniques for iOS apps—Web App, Hybrid App, React‑Native, Lua/Javascript patches, and JSON‑described views—analyzes their pros and cons, and proposes a JSBridge‑based microservice architecture as the most practical solution.

HybridJSBridgeJSPatch
0 likes · 18 min read
How to Deploy New Features in iOS Apps Without Releasing a New Version