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Matches for “platform engineering”

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Artificial Intelligence Mar 30, 2023 Tencent Advertising Technology

Tencent's Taiji Machine Learning Platform: End-to-End MLOps for Advertising

Tencent’s Taiji machine learning platform, a cloud‑native, distributed parameter‑server system, provides end‑to‑end MLOps for advertising by integrating data ingestion, feature engineering, model training, evaluation, deployment, and monitoring, supporting massive models up to billions of parameters while improving efficiency, scalability, and resource management.

advertisingFeature EngineeringModel DeploymentMLOpsdistributed trainingMachine Learning Platform
Information Security Mar 17, 2023 Airbnb Technology Team

Airbnb Data Privacy and Security Engineering: Automated Data Protection Service Overview

Airbnb’s Data Protection Service unifies privacy and security metadata, offering APIs that automate annotation verification, export and IDL validation, data‑subject‑rights orchestration, and secret‑leak detection, while assigning ownership, minimizing manual effort, and ensuring global, consistent compliance across the platform.

data governanceAirbnbautomated data protectionCI checksdata privacysecurity engineering
Big Data Jan 27, 2023 IT Architects Alliance

Technical Architecture Overview of Toutiao (Jinri Toutiao) News Platform

The article provides a comprehensive technical overview of Toutiao's growth, data collection, user modeling, recommendation engine, storage solutions, message push system, and its micro‑service and virtualized PaaS architecture, highlighting the massive scale and engineering practices behind the platform.

ArchitectureBig DataData PipelinemicroservicesRecommendation SystemToutiao
Big Data Jan 16, 2023 Data Thinking Notes

How Kuaishou Scaled Its Big Data Platform to Handle EB‑Level Data and Millions of Daily Tasks

This article details Kuaishou's one‑stop big data development platform, covering its massive scale, low‑code and real‑time capabilities, multi‑layer architecture, SLA guarantees, diagnostic tools, and future plans to further lower development barriers and democratize data engineering.

big datareal-time analyticsdata platformlow-code developmentSLA management
Artificial Intelligence Jan 11, 2023 DataFunSummit

Intelligent Financial Risk Control Platform Architecture and Expert Insights

This article outlines the architecture of an intelligent financial risk control platform, detailing data sources, big‑data processing, feature engineering, decision engines, model types, and real‑world application scenarios, while highlighting expert‑identified challenges such as compliance, data quality, real‑time performance, and fraud detection.

big datafeature engineeringfraud detectionrisk controlfinancial AIdecision engine
Artificial Intelligence Dec 28, 2022 DataFunTalk

Automated Feature Engineering and Modeling for Credit Risk: A DataFun Case Study

This article explains how DataFun’s automated feature engineering and modeling platform dramatically reduces credit‑risk model development time from weeks to days by standardizing feature creation, integrating popular algorithms such as LR, XGBoost and LightGBM, and providing comprehensive evaluation, deployment and monitoring capabilities.

machine learningAImodel monitoringRFMcredit riskautomated feature engineering
Cloud Native Dec 12, 2022 Top Architect

Building a Container Platform at Ximalaya: Practices, Principles, and Evolution

The article chronicles Ximalaya's journey from early Docker-based Java project templates to a mature Kubernetes-driven container platform, detailing development principles, health‑check strategies, deployment workflows, middleware integration, and lessons learned about scaling, automation, and collaborative engineering.

MicroservicesCloudNativeDeploymentKubernetesDevOpsContainerizationHealthCheck
Artificial Intelligence Nov 29, 2022 Efficient Ops

How MLOps is Revolutionizing AI Development: Baidu’s Flagship Platform Insights

This article examines how China’s AI strategy and newly released MLOps standards are driving AI engineering, featuring Baidu Cloud’s flagship-level platform, its evaluation results, practical benefits, challenges, and future directions for MLOps in enterprise AI development.

MLOpsAI standardsAI engineeringEnterprise AIBaiduModel lifecycle
Artificial Intelligence Oct 13, 2022 Xianyu Technology

Design of a Generalized Recommendation Platform for Xianyu Marketplace

The article presents a generalized recommendation platform for Xianyu Marketplace that consolidates feature processing, candidate generation, recall, scoring, and experiment management into shared core components, enabling rapid onboarding of new scenarios, reducing engineering effort, and delivering over 8% CTR lift and 10% more impressions.

machine learningXianyurecommendation systemplatform architectureonline marketplace
Backend Development Sep 1, 2022 Ctrip Technology

Improving Supplier Integration Efficiency and System Stability in Ctrip's Direct Connection Platform

This article presents Ctrip's backend engineering practices for the Direct Connection Platform, detailing how a sandbox testing environment, automated acceptance, rate‑limiting, and circuit‑breaking mechanisms were introduced to boost supplier onboarding speed and enhance overall system stability.

Backend EngineeringSystem StabilityRate LimitingSandboxAPI IntegrationCtrip
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