Tagged articles

11 articles

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Sep 16, 2025 · Cloud Computing

How Serverless Billing Evolved: From Per-Request to Resource-Based Pricing

From the early days of per‑hour VM rentals to today’s millisecond‑granular, resource‑aware pricing, serverless function compute has transformed its billing models across three stages, each driven by advances in request boundary detection, concurrency handling, and AI‑centric resource consumption, aligning cost with actual usage.

AIFunction ComputeResource Management

0 likes · 9 min read

How Serverless Billing Evolved: From Per-Request to Resource-Based Pricing

Alibaba Cloud Developer

Jul 16, 2025 · Artificial Intelligence

Mastering Cursor AI: Billing, Tools, and Pro Tips for Efficient Development

This guide explores Cursor AI's billing mechanisms, tool integrations, conversation management strategies, rule configurations, and practical pitfalls, offering developers a comprehensive methodology to maximize productivity, avoid common errors, and leverage advanced features like MAX mode and multi‑dialog workflows.

AI AssistantCursor AIbilling

0 likes · 13 min read

Mastering Cursor AI: Billing, Tools, and Pro Tips for Efficient Development

Rare Earth Juejin Tech Community

Jul 27, 2024 · Backend Development

Refactoring a Billing Service with a Responsibility‑Chain Architecture for Better Extensibility

The article explains why a complex billing module in a settlement system needs optimization, describes the problems of monolithic code and tangled responsibilities, and demonstrates a refactor using the responsibility‑chain pattern with clear, pluggable nodes, accompanied by Java code examples and best‑practice recommendations.

BackendDesign PatternsJava

0 likes · 12 min read

Refactoring a Billing Service with a Responsibility‑Chain Architecture for Better Extensibility

Alibaba Cloud Developer

Nov 30, 2023 · Backend Development

How Alibaba Travel Billing System Achieves 100% Accuracy and Real‑Time Reconciliation

This article details the design, challenges, and monitoring strategies of Alibaba's travel billing system, explaining how a modular backend architecture, multi‑way reconciliation, full‑link monitoring, and a configurable expression engine enable near‑perfect bill accuracy and automated settlement for enterprise customers.

BackendOperationsReconciliation

0 likes · 17 min read

How Alibaba Travel Billing System Achieves 100% Accuracy and Real‑Time Reconciliation

DataFunSummit

Oct 15, 2022 · Cloud Computing

Design and Evolution of Tencent Cloud Product Metering and Billing System

The article presents a comprehensive overview of Tencent Cloud's metering and billing system, detailing the billing models, multi‑dimensional data analysis, real‑time data‑warehouse construction, operator orchestration, hot‑key handling, smooth upgrade strategies, and future evolution directions for large‑scale cloud services.

Data WarehouseMulti-dimensional AnalysisReal-time analytics

0 likes · 16 min read

Design and Evolution of Tencent Cloud Product Metering and Billing System

Youzan Coder

Aug 16, 2021 · Industry Insights

How Youzan’s CPS System Powers Multi‑Platform E‑Commerce: Architecture, Attribution, and Billing Explained

This article provides a comprehensive technical overview of Youzan's Cost‑Per‑Sale (CPS) system, detailing its basic concepts, business models, implementation architecture, attribution mechanisms, billing rules, profit‑sharing process, testing challenges, and future expansion across multiple e‑commerce platforms.

CPSCost Per SaleYouzan

0 likes · 21 min read

How Youzan’s CPS System Powers Multi‑Platform E‑Commerce: Architecture, Attribution, and Billing Explained

dbaplus Community

May 23, 2021 · Backend Development

Designing Scalable Advertising Systems: Architecture, Challenges, and Solutions

This article explains the fundamentals of online advertising business, outlines its technical challenges such as high concurrency, complex logic, and massive data handling, and then details a practical architecture—including data storage, indexing, retrieval, billing, and reporting—offering actionable insights for building robust ad platforms.

AdvertisingBackendSystem Architecture

0 likes · 16 min read

Designing Scalable Advertising Systems: Architecture, Challenges, and Solutions

Programmer DD

Feb 22, 2021 · Cloud Computing

How a Small Startup’s Cloud Run Misstep Led to a $72,000 Bill – Lessons Learned

A U.S. startup’s attempt to use Cloud Run and Firebase for an AI‑driven alert service spiraled into a $72,000 cloud bill due to automatic upgrades, delayed billing, and unbounded POST requests, highlighting the dangers of unchecked serverless deployments and the importance of rigorous cost monitoring.

Cloud RunCost ManagementGoogle Cloud

0 likes · 8 min read

How a Small Startup’s Cloud Run Misstep Led to a $72,000 Bill – Lessons Learned

Architecture Digest

Oct 9, 2020 · Operations

Troubleshooting Alibaba Cloud Video On Demand Service: Billing Issues, Resource Deletion, and Recovery Steps

This article recounts a real‑world incident where Alibaba Cloud Video On Demand videos became inaccessible due to a tiny overseas charge causing a negative balance, explains how to diagnose the problem, outlines the steps taken to restore service, and shares practical lessons for cloud operations.

Alibaba CloudCloud ServicesResource Management

0 likes · 6 min read

Troubleshooting Alibaba Cloud Video On Demand Service: Billing Issues, Resource Deletion, and Recovery Steps

Youzan Coder

Jul 3, 2020 · Big Data

Data Cost Quantification, Billing, and Optimization in a Data Platform

The data‑platform team introduced a self‑sustaining cost‑reduction framework that quantifies CPU, memory, and disk expenses using price‑per‑resource formulas, applies time‑weighted billing, generates multi‑level reports, and drives optimization through six actionable “swords” and incentive‑based operations, achieving roughly 17 % offline‑cluster savings within six months.

Big DataCost OptimizationResource Quantification

0 likes · 15 min read

Data Cost Quantification, Billing, and Optimization in a Data Platform

JD Tech

Sep 14, 2018 · Operations

Joint‑Venture Settlement Platform Overview and Billing Architecture

This document presents a comprehensive solution for merchant settlement in joint‑venture (co‑operated) offline stores, describing business models, settlement subject abstraction, billing engine components, settlement workflow, payment collection, and reconciliation architecture with detailed tables and diagrams.

FinancialMicroservicesOperations

0 likes · 18 min read

Joint‑Venture Settlement Platform Overview and Billing Architecture