budget pacing | BestHub

Alimama Tech

Mar 6, 2024 · Artificial Intelligence

Risk-Constrained Budget Pacing for Guaranteed Display Advertising

The paper introduces a percentile‑based risk‑constrained budget‑pacing algorithm for guaranteed‑delivery display ads that ties the pacing rate to the dual‑bidding factor’s percentile, preserving volume guarantees while preventing rapid spend bursts, using adaptive transforms, gradient clipping and stop‑loss controls, and demonstrates smoother spend and performance gains in large‑scale A/B tests.

advertisingalgorithmbudget pacing

0 likes · 16 min read

Risk-Constrained Budget Pacing for Guaranteed Display Advertising

DataFunSummit

Apr 25, 2022 · Artificial Intelligence

Budget Pacing for Targeted Online Advertisements: Problem, Solution, and Pass‑Through Rate Mechanism

The article explains the drawbacks of the traditional generalized second‑price auction for online ads, proposes monitoring and probabilistically throttling fast‑spending campaigns using a time‑window based budget pacing model with a Pass‑Through Rate (PTR), and references the related research paper while also offering free resource links.

AIad budgetingauction algorithm

0 likes · 3 min read

Budget Pacing for Targeted Online Advertisements: Problem, Solution, and Pass‑Through Rate Mechanism

iQIYI Technical Product Team

Jun 4, 2021 · Artificial Intelligence

Intelligent Video Budget Pacing System for Online Video Platforms

An ecosystem‑wide intelligent promotion system applies a budget‑pacing algorithm with probabilistic throttling and fine‑ranking score adjustments in 5‑minute slots, guaranteeing uniform video exposure while minimizing impact on overall consumption, boosting daily exposure completion from under 5 % to up to 70 % and reducing watch‑time loss.

Content Distributionalgorithmbudget pacing

0 likes · 10 min read

Intelligent Video Budget Pacing System for Online Video Platforms

58 Tech

Jul 8, 2020 · Artificial Intelligence

Budget Pacing Techniques and Their Application in 58.com Advertising Platform

This article introduces mainstream budget‑pacing methods for cost‑per‑click online ads, describes the 58.com business scenarios, details the pacing algorithm—including bid modification, probabilistic throttling, and reinforcement‑learning approaches—explains system design with PID control, and presents online experimental results and future directions.

PID controlad techbudget allocation

0 likes · 14 min read

Budget Pacing Techniques and Their Application in 58.com Advertising Platform

DataFunTalk

May 19, 2020 · Fundamentals

Optimal Auction Mechanisms, Reserve Prices, Dynamic Pricing, and Budget Pacing in Online Advertising

This article explains the economic foundations of optimal auction mechanisms in online advertising, covering virtual valuations, market reserve price, dynamic reserve price, price‑compression factors, and practical budget‑pacing techniques used by platforms such as LinkedIn and Yahoo to balance spend and performance.

advertisingauction theorybudget pacing

0 likes · 24 min read

Optimal Auction Mechanisms, Reserve Prices, Dynamic Pricing, and Budget Pacing in Online Advertising