Algorithm Platform

Ctrip Technology

Aug 8, 2024 · Backend Development

Design and Implementation of the Eagle Algorithm Strategy Platform at Ctrip

This article details the architecture, component design, DAG execution engine, optimization techniques, and real‑world performance gains of Ctrip's Eagle algorithm strategy platform, illustrating how modular, visualized, and automated workflow management improves development efficiency, stability, and resource utilization for large‑scale recommendation services.

Algorithm PlatformCtripDAG execution

0 likes · 25 min read

Design and Implementation of the Eagle Algorithm Strategy Platform at Ctrip

DataFunSummit

Apr 13, 2022 · Operations

Integrated Digital Supply Chain at JD Logistics: Architecture, Practices, and Future Directions

This article examines JD Logistics' integrated digital supply chain, detailing its evolution, the construction of a multi‑stage intelligent planning system, algorithm and engineering platforms, digital twin applications, real‑world case studies, and insights into future talent and ecosystem development.

AIAlgorithm PlatformBig Data

0 likes · 16 min read

Integrated Digital Supply Chain at JD Logistics: Architecture, Practices, and Future Directions

DataFunTalk

Apr 1, 2022 · Operations

Integrated Digital Supply Chain: JD Logistics' Intelligent Planning, Algorithm Platform, and Digital Twin Practices

This article explores JD Logistics' integrated digital supply chain, detailing its evolution, the construction of an algorithm middle‑platform, engineering platforms, digital twin system, real‑world case studies, and future talent and ecosystem directions, illustrating how AI and big‑data technologies drive end‑to‑end logistics optimization.

AI optimizationAlgorithm PlatformBig Data

0 likes · 16 min read

Integrated Digital Supply Chain: JD Logistics' Intelligent Planning, Algorithm Platform, and Digital Twin Practices

Alimama Tech

Jan 12, 2022 · Artificial Intelligence

AI FAAS Solution for Advertising Tools: Architecture, Platform, and Real‑time Feature SQL Production

The team built a lightweight AI‑FAAS platform that migrates C++ ad‑algorithm services to a Java‑centric, cloud‑native environment, encapsulates core operators as DolphinSQL plugins, and defines real‑time feature pipelines via standardized SQL, cutting service creation from weeks to days, enabling rapid iteration, high operator reuse, and near‑instant feature delivery.

AIAlgorithm PlatformFaaS

0 likes · 14 min read

AI FAAS Solution for Advertising Tools: Architecture, Platform, and Real‑time Feature SQL Production

DataFunTalk

Dec 10, 2020 · Artificial Intelligence

Evolution and Architecture of Beike Commercial Strategy Algorithm Platform

This article details the evolution of Beike's commercial strategy algorithm platform, describing its business scenarios, bidding mechanisms, architecture redesign across online, near‑real‑time, and offline layers, model training, vector retrieval, service governance, and the performance and stability improvements achieved.

Algorithm PlatformBeikemicroservices

0 likes · 19 min read

Evolution and Architecture of Beike Commercial Strategy Algorithm Platform

JD Retail Technology

Mar 26, 2020 · Backend Development

Design and Architecture of an Algorithm Business Platform for Rapid Online Service Development

The article details the design principles, modular architecture, and engineering optimizations of a backend algorithm platform that uses APIs, micro‑services, and asynchronous processing to enable fast, reliable, and scalable online algorithm services, including recall, ranking, metadata, feature reporting, and A/B testing.

AB testingAPI designAlgorithm Platform

0 likes · 9 min read

Design and Architecture of an Algorithm Business Platform for Rapid Online Service Development

JD Tech

Mar 8, 2019 · Artificial Intelligence

Integrated Engineering & Algorithm Platform for AI Visual Applications

This article describes a comprehensive, end‑to‑end AI visual algorithm platform that unifies data collection, annotation, model training, deployment, testing, quality evaluation, and service gateways, illustrating how such integration improves transparency, efficiency, and quality across use cases like background removal, face swapping, and clothing recommendation.

AIAlgorithm PlatformClothing Recommendation

0 likes · 13 min read

Integrated Engineering & Algorithm Platform for AI Visual Applications

Qunar Tech Salon

May 15, 2017 · Artificial Intelligence

Building an Algorithm Platform for Machine Learning Deployment at Qunar

The article describes how a three‑stage algorithm platform was designed and implemented to automate model deployment, unify feature processing, and provide service‑oriented model evaluation, debugging, and monitoring for machine‑learning applications in a large e‑commerce environment.

AI ServicesAlgorithm PlatformFeature Engineering

0 likes · 10 min read

Building an Algorithm Platform for Machine Learning Deployment at Qunar

Ctrip Technology

May 6, 2017 · Artificial Intelligence

Building an Algorithm Platform: Deployment Challenges, Feature Processing, and Serviceization

The article describes how Ctrip's algorithm platform was built in three stages to address deployment friction, reusable feature engineering, and model training, detailing the technical problems, Java/Python integration, code interfaces, transform configurations, and the eventual service‑oriented architecture.

Algorithm PlatformFeature EngineeringJava

0 likes · 10 min read

Building an Algorithm Platform: Deployment Challenges, Feature Processing, and Serviceization