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AI Integration

322 articles · Page 4 of 4
Java High-Performance Architecture
Java High-Performance Architecture
Jul 15, 2022 · Backend Development

How Meituan Built a High‑Performance Distributed Architecture for Instant Logistics

This article explains how Meituan's instant logistics platform evolved from a monolithic system to a highly available, scalable, and AI‑enhanced distributed architecture, detailing the technical challenges, architectural upgrades, fault‑tolerance strategies, and future scalability concerns.

AI Integrationbackend architecturedistributed systems
0 likes · 10 min read
How Meituan Built a High‑Performance Distributed Architecture for Instant Logistics
Architects Research Society
Architects Research Society
Jun 25, 2022 · Fundamentals

Data Architecture: Definition, Goals, Principles, Components, and Best Practices

This article explains data architecture as the transformation of business needs into data and system requirements, outlines its objectives, core principles, essential components, the relationship with data modeling, relevant frameworks, and modern best‑practice guidelines for building scalable, cloud‑native, AI‑enabled architectures.

AI IntegrationCloud Nativedata architecture
0 likes · 10 min read
Data Architecture: Definition, Goals, Principles, Components, and Best Practices
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Mar 11, 2022 · Cloud Native

How Meituan Scaled Instant Logistics with a Distributed Cloud‑Native Architecture

This article explains how Meituan's instant logistics platform evolved over five years, detailing the distributed, high‑concurrency system design, AI‑driven optimizations, multi‑center and unit‑based deployment strategies, and the operational challenges and solutions for achieving high availability and low latency.

AI IntegrationMicroservicesinstant logistics
0 likes · 10 min read
How Meituan Scaled Instant Logistics with a Distributed Cloud‑Native Architecture
Architecture Digest
Architecture Digest
Feb 26, 2022 · Backend Development

Evolution of Meituan Instant Logistics Distributed Architecture and Operational Practices

The article describes Meituan's five‑year journey in instant logistics, detailing the challenges of massive order‑rider matching, high traffic spikes, ultra‑low latency requirements, and how a layered, micro‑service‑based distributed architecture combined with AI techniques was progressively adopted to achieve scalability, reliability, and cost efficiency.

AI Integrationbackend architecturedistributed systems
0 likes · 12 min read
Evolution of Meituan Instant Logistics Distributed Architecture and Operational Practices
Airbnb Technology Team
Airbnb Technology Team
Feb 15, 2022 · Artificial Intelligence

Airbnb Automation Platform: Architecture and Modules for Conversational AI

Airbnb’s enterprise‑grade Automation Platform unifies conversational‑AI products through a Markov Decision Process‑based workflow system, featuring an Event Orchestrator, Workflow Engine, Action Store, and drag‑and‑drop Flow Builder, enabling rapid, scalable development of chatbots and assistants without deep engineering.

AI IntegrationAirbnbConversational AI
0 likes · 12 min read
Airbnb Automation Platform: Architecture and Modules for Conversational AI
TAL Education Technology
TAL Education Technology
Jun 3, 2021 · Frontend Development

Exploring Web Live Streaming: From Web 1.0 to 2.1 – Architecture, AI Integration, and Refactoring

This article chronicles the evolution of a web‑based live‑streaming platform from its initial Web 1.0 prototype through successive versions, detailing AI speech detection, RTC integration, extensive refactoring, and the resulting framework that proves web technologies can effectively support live‑streaming scenarios.

AI IntegrationJavaScriptWeb Live Streaming
0 likes · 6 min read
Exploring Web Live Streaming: From Web 1.0 to 2.1 – Architecture, AI Integration, and Refactoring
Efficient Ops
Efficient Ops
Apr 16, 2021 · Operations

How Anxin Securities Achieved Top RPA Maturity: Insights from China’s First RPA Standard Evaluation

Anxin Securities’ RPA Unified Management Platform earned the highest 3+ maturity rating at China’s inaugural RPA standard assessment, showcasing extensive automation across finance, operations, and disaster recovery, while outlining future SmartRPA initiatives and AI‑driven enhancements for digital transformation.

AI IntegrationProcess AutomationRPA
0 likes · 10 min read
How Anxin Securities Achieved Top RPA Maturity: Insights from China’s First RPA Standard Evaluation
Alibaba Cloud Developer
Alibaba Cloud Developer
Jan 25, 2021 · Big Data

Why 2020 Was the Breakthrough Year for Apache Flink’s Ecosystem

In 2020, Apache Flink surged to become the most active Apache project, releasing three major versions that advanced its unified stream‑batch engine, introduced cloud‑native K8s support, expanded AI capabilities with PyFlink, and fostered a thriving Chinese community, solidifying its role as the de‑facto standard for real‑time computing.

AI IntegrationApache FlinkReal-time Analytics
0 likes · 21 min read
Why 2020 Was the Breakthrough Year for Apache Flink’s Ecosystem
DataFunTalk
DataFunTalk
Jan 5, 2021 · Big Data

Highlights of Flink Forward Asia 2020: Stream‑Batch Integration, AI Fusion, and Cloud‑Native Advances

The 2020 Flink Forward Asia conference showcased Apache Flink's rapid growth, community milestones, industry adoption, and technical breakthroughs such as unaligned checkpoints, approximate failover, the Nexmark benchmark, stream‑batch unification, AI integration via PyFlink and Alink, and deep cloud‑native support on Kubernetes, illustrated through case studies from Alibaba, Meituan, Kuaishou, and Dell.

AI IntegrationApache FlinkCloud Native
0 likes · 20 min read
Highlights of Flink Forward Asia 2020: Stream‑Batch Integration, AI Fusion, and Cloud‑Native Advances
Architect
Architect
May 29, 2020 · Artificial Intelligence

Integrating Flink with TensorFlow for End-to-End Machine Learning Pipelines

This article explains how to combine the Flink data‑processing engine with TensorFlow to create a unified, end‑to‑end machine‑learning workflow, covering background, challenges, the Flink‑AI‑extended architecture, ML framework and operator abstractions, and both batch and streaming training and prediction modes.

AI IntegrationData ProcessingDistributed Training
0 likes · 9 min read
Integrating Flink with TensorFlow for End-to-End Machine Learning Pipelines
Efficient Ops
Efficient Ops
May 18, 2020 · Artificial Intelligence

How China’s AI Alliance Is Shaping RPA Evaluation Standards

The article outlines the AIIA‑hosted RPA technology salon, details the newly built RPA evaluation framework, explains RPA fundamentals and AI‑driven RPA 4.0 trends, and presents the alliance’s roadmap for standards and testing to boost successful automation deployments.

AI IntegrationProcess AutomationRPA
0 likes · 6 min read
How China’s AI Alliance Is Shaping RPA Evaluation Standards
AntTech
AntTech
May 7, 2019 · Artificial Intelligence

SQLFlow: Bridging SQL Engines and AI Platforms for End‑to‑End Machine Learning

SQLFlow is an open‑source project that connects diverse SQL engines (MySQL, Hive, SparkSQL, etc.) with AI frameworks (TensorFlow, PyTorch, XGBoost, etc.) through extended SQL syntax, enabling analysts to train and predict models using only a few SQL statements while aiming for high scalability and performance.

AI IntegrationGoSQL
0 likes · 13 min read
SQLFlow: Bridging SQL Engines and AI Platforms for End‑to‑End Machine Learning
Alibaba Cloud Developer
Alibaba Cloud Developer
Apr 18, 2019 · Big Data

How MaxCompute Evolved: 10 Years of Big Data Innovation at Alibaba

This article reviews a decade of MaxCompute development, covering its origins, core technologies, performance gains, ecosystem integration, intelligent features, competitive positioning, and commercialization, while highlighting the platform's role as Alibaba's central big‑data compute engine.

AI IntegrationCloud Data WarehouseData Storage
0 likes · 21 min read
How MaxCompute Evolved: 10 Years of Big Data Innovation at Alibaba
Tencent IMWeb Frontend Team
Tencent IMWeb Frontend Team
Sep 20, 2018 · Frontend Development

What’s Next for Real-Time Video? Key Trends and Insights from the 2023 RTC Conference

The article reviews major 2023 RTC industry developments—including WebRTC 1.0 finalization, AV1 codec adoption, AI‑driven video enhancements, 5G rollout, and diverse use cases in education, gaming, and emergency services—while summarizing technical sessions on codecs, architecture, and future WebRTC standards.

AI IntegrationRTC conferenceWebRTC
0 likes · 9 min read
What’s Next for Real-Time Video? Key Trends and Insights from the 2023 RTC Conference
21CTO
21CTO
Feb 20, 2018 · Big Data

Why Real-Time Streaming Is the Next Big Data Revolution for Developers

This article explains how real-time streaming has evolved from batch Hadoop systems through Lambda architecture to modern Kappa-style pipelines, highlighting its growing importance for developers, enterprises, and the integration of streaming with microservices, AI, and cloud-native technologies.

AI IntegrationKappa ArchitectureLambda Architecture
0 likes · 8 min read
Why Real-Time Streaming Is the Next Big Data Revolution for Developers
Alibaba Cloud Developer
Alibaba Cloud Developer
Jan 23, 2018 · Frontend Development

Where Is the Future of Front‑End Engineering Heading?

This article explores the evolving role of front‑end engineers, outlining how their work is diversifying across domains, industries and tech stacks, converging with device, full‑stack and AI technologies, while core fundamentals remain unchanged, and offers guidance on navigating the future.

AI Integrationcareer developmentfrontend
0 likes · 10 min read
Where Is the Future of Front‑End Engineering Heading?
Architects' Tech Alliance
Architects' Tech Alliance
Jul 19, 2017 · Industry Insights

How AI Can Transform Software Integration: From MiddleBox to Knowledge Graphs

The article examines the evolution of integration architectures, identifies persistent data‑search, adaptation, and system‑linkage challenges, and proposes AI‑driven solutions such as knowledge‑graph self‑service and deep‑learning UI automation, illustrating how intelligent integration can reshape software development pipelines.

AI IntegrationDevOpsKnowledge Graph
0 likes · 13 min read
How AI Can Transform Software Integration: From MiddleBox to Knowledge Graphs