Dynamic Web Content Rendering Without Flicker
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Solution Overview
Problem
Conventional web content delivery systems cause flicker when loading dynamic web content, leading to user dissatisfaction, erroneous impressions, and increased webpage abandonment due to inefficient rendering processes and unnecessary delays.
Innovation Solution
The system intelligently preprocesses action items from a web document to determine a dependency graph, selectively hides dynamic visual elements, and applies action items in an optimized order to render webpages without flicker, using pre-fetching and parallel processing to improve loading speed and user experience.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If conventional web content delivery systems render dynamic content in place of default content, then personalized and adaptive content can be delivered, but flicker occurs causing user dissatisfaction and webpage abandonment
Solution Approach 1:
The system pre-processes the web document to identify action items and determine dependencies before rendering. By calculating the dependency graph in advance and preparing the action queue beforehand, the system eliminates flicker while delivering personalized content. The pre-processing stage identifies all dynamic content requirements and sequences operations to prevent visual instability during content delivery.
Solution Approach 2:
The system segments the web document into discrete action items and organizes them in an action queue based on dependencies. Each action item represents a specific rendering operation that can be executed independently in the determined sequence. This segmentation allows the system to deliver personalized content dynamically while maintaining visual stability by controlling the timing and order of content updates.
2Object-affected harmful factors
If conventional systems hide entire webpage display until loading finishes, then flicker is eliminated, but unnecessary delay occurs leading to user dissatisfaction
Solution Approach 1:
The system performs preliminary processing of the web document to identify action items and their dependencies before actual rendering begins. By pre-calculating the dependency graph and preparing the action queue in advance, the system can immediately start rendering personalized content without waiting for complete content loading, eliminating both flicker and unnecessary delays.
Solution Approach 2:
The system dynamically renders personalized content by executing action items in the pre-determined queue order as content becomes available. Rather than waiting for complete loading or hiding the entire page, the system progressively reveals content elements according to their dependency relationships, maintaining visual stability while reducing perceived loading time.
3Device complexity
If conventional systems process web documents using brute force sequential method, then implementation is simple, but rendering time is prolonged exacerbating flicker and delays
Solution Approach 1:
The system pre-processes the web document structure to identify all action items and calculate their dependency relationships before rendering begins. This preliminary analysis creates an optimized action queue that enables parallel processing of independent operations and sequential execution of dependent operations, dramatically improving rendering speed without significantly increasing implementation complexity.
Solution Approach 2:
The system segments the web document processing into discrete action items with identified dependencies. By breaking down the rendering process into independent and dependent segments, the system can execute independent action items in parallel while maintaining proper sequencing for dependent items, thereby accelerating overall rendering performance while keeping the approach manageable.
Data Source
AI summary
The present disclosure is directed toward systems, methods, and computer readable media for providing dynamic digital content via a webpage without flicker. For example, systems described herein include receiving a web document including action items associated with rendering dynamic digital content via a display device. The systems and methods described herein can reduce flicker in rendering the dynamic digital content by identifying dynamic digital content, pre-fetching external resources, and selectively hiding dynamic visual elements. In addition, the systems and methods described herein further reduce flicker by generating a dependency graph that reflects dependencies between the action items and then rendering digital content in accordance with an action queue generated based on the dependency graph. Furthermore, systems can individually reveal dynamic visual elements as action items for rendering dynamic digital content via the dynamic visual elements from the dependency graph are completed.