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DataFunTalk
DataFunTalk
May 6, 2024 · Big Data

OPPO Next‑Generation Big Data & AI Integrated Architecture on Functional Cloud

This article presents OPPO’s next‑generation big‑data and AI integrated architecture on functional cloud, detailing a cloud‑native elastic compute framework, a unified data‑lake solution, real‑time feature platforms, machine‑learning data acceleration, and hybrid‑cloud deployments, highlighting performance gains and cost reductions.

Real-time Featuresartificial intelligencebig data
0 likes · 11 min read
OPPO Next‑Generation Big Data & AI Integrated Architecture on Functional Cloud
DataFunTalk
DataFunTalk
Jan 8, 2020 · Backend Development

Building a High‑Performance, High‑Availability Advertising System at Alibaba: Architecture, Challenges, and Practices

This talk presents Alibaba's intelligent marketing platform, detailing its three ad systems, the massive data and low‑latency requirements, and the architectural solutions—including cold‑hot data separation, OLDB storage, full‑link tracing, elastic compute, and platform‑level componentization—that achieve high performance, high availability, and cost‑effective operation.

BackendHigh PerformanceSystem Architecture
0 likes · 16 min read
Building a High‑Performance, High‑Availability Advertising System at Alibaba: Architecture, Challenges, and Practices
JD Retail Technology
JD Retail Technology
Jun 20, 2019 · Big Data

JD.com’s 618 Technical Architecture: Componentization, Data Platform, and Elastic Computing at Massive Scale

The article details JD.com’s 618 shopping festival engineering, describing how componentized micro‑services, a unified data platform, and the Archimedes elastic scheduling system enabled billions of requests, real‑time data processing and seamless online‑offline integration without adding new server resources.

E-commerceMicroservicesbig data
0 likes · 8 min read
JD.com’s 618 Technical Architecture: Componentization, Data Platform, and Elastic Computing at Massive Scale
Architecture Digest
Architecture Digest
Dec 23, 2017 · Cloud Computing

Design and Practices of an Elastic Computing Platform for Efficient Resource Utilization

This article describes the design, challenges, and operational practices of a cloud‑native elastic computing platform that reuses idle resources from production servers to support massive image compression, video transcoding, AI inference, and log processing while ensuring online services maintain performance, latency, and reliability.

Container OrchestrationOOM handlingPerformance Monitoring
0 likes · 13 min read
Design and Practices of an Elastic Computing Platform for Efficient Resource Utilization
Architecture Digest
Architecture Digest
Sep 12, 2017 · Cloud Computing

Elastic Computing Platform for Massive Image Compression and Multi‑Workload Services

The article describes how an elastic container‑based computing platform replaces tens of thousands of physical servers to deliver billions of daily image‑compression operations, while also supporting video transcoding, Spark jobs, and AI workloads through resource isolation, named services, dynamic scheduling, and load‑balancing techniques.

Cloud PlatformDynamic ScalingResource Isolation
0 likes · 8 min read
Elastic Computing Platform for Massive Image Compression and Multi‑Workload Services