Dynamic Macro Generation for Cloud Automation
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Solution Overview
Problem
Traditional macro-recorders are ineffective in dynamic and collaborative computing environments, such as cloud computing, as they struggle to record and playback macros in changing conditions, and require user training and manual recording, which is inefficient and difficult to share.
Innovation Solution
A system that automatically detects sequences of user actions, evaluates their frequency, duration, and complexity, and generates macros, allowing for similarity measurement and automatic generation of new macros, which can be shared and updated dynamically.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If traditional macro-recorders are used to record user actions, then macros can be created for automation, but they fail to work properly in dynamic and collaborative computing environments where the operating environment changes
Solution Approach 1:
The patent implements dynamic macro generation by continuously monitoring user actions in real-time and automatically creating or updating macros based on detected action sequences. The system adapts to changing computing environments by detecting actions dynamically rather than relying on static pre-recorded macros, allowing macros to evolve with the operating environment while maintaining reliability through automated consistency.
2Ease of manufacture
If manual macro recording is used, then macros can be created, but it requires user training and is inefficient
Solution Approach 1:
The system performs self-service by automatically detecting user actions and generating macros without requiring user intervention or training. The automated macro generator monitors user interactions with the computing system, identifies repetitive action sequences, and creates macros autonomously, eliminating the time loss associated with manual recording and user training while maintaining ease of macro creation.
Solution Approach 2:
The patent applies preliminary action by proactively detecting and analyzing user actions before they become problematic repetitions. The system continuously monitors the computing environment, identifies action sequences that would benefit from automation, and prepares macros in advance, reducing the time needed for macro creation and eliminating the need for users to manually initiate the recording process.
3Device complexity
If traditional macro-recorders record only mouse and keyboard functions, then simple automation is achieved, but they cannot analyze the operating environment for user actions
Solution Approach 1:
The patent implements universality by creating a macro system that performs multiple functions: it not only records mouse and keyboard actions but also analyzes the operating environment, detects user actions across different applications and contexts, measures action sequences for automation potential, and generates comprehensive macros. This multi-functional approach enhances detection and measuring capabilities while maintaining reasonable system complexity through integrated processing.
Data Source
AI summary
Traditional manual macro-recorders may not work under a dynamically changing operating environment. Technical solutions are disclosed to automatically generate macros to increase productivity. After a new sequence of actions is detected, the system will prompt the user with the information of an existing macro if the existing macro contains a similar sequence. Otherwise, the system will attempt to automatically generate a new macro based on the sequence of actions.