IoT Data Collection via Configuration Files
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
The conventional development and maintenance of applications configured for data collection in IoT devices are costly and labor-intensive, as developers need to modify and release new versions of the application for every change or error in data collection, requiring extensive coding efforts.
Innovation Solution
A configuration file-based system that detects data collection events and specifies target data information and providers, allowing for dynamic data collection without requiring extensive code modifications, enabling easier adaptation to changing data collection needs and reducing resource intensity.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If developers use conventional code-based data collection interfaces, then data collection functionality can be achieved, but development and maintenance costs increase and labor intensity increases when data collection requirements change
Solution Approach 1:
The patent uses configuration files as a copy of the actual data collection requirements. Instead of modifying source code, developers create and update configuration files that describe what data needs to be collected. This configuration file serves as a template or blueprint that the data collection system executes without changing the underlying code, thus resolving the contradiction between adaptability and development cost.
Solution Approach 2:
The patent introduces dynamic configuration capabilities where data collection parameters can be changed at runtime through configuration file updates. The system dynamically adapts its behavior based on configuration changes without requiring code recompilation or redistribution. This dynamic adjustment mechanism enables flexible adaptation to changing data collection needs while avoiding the costly process of rewriting and redistributing applications.
2Reliability
If developers modify code for every data collection change, then data collection accuracy can be maintained, but time consumption increases and productivity decreases
Solution Approach 1:
The configuration file acts as a separate copy that contains data collection requirements. By modifying this configuration copy rather than the original code, developers can maintain accurate data collection without the time-consuming process of code modification, compilation, and testing. The configuration file serves as an intermediary layer that preserves accuracy while enabling rapid changes.
Solution Approach 2:
The patent segments the data collection system into two independent parts: the stable core code that handles data collection execution, and the separate configuration file that describes what data to collect. This segmentation allows the configuration to be modified independently without affecting the code structure, thus maintaining reliability while significantly improving productivity by eliminating the need to rewrite code for every change.
3Adaptability or versatility
If applications are rewritten for data collection changes, then functional requirements can be met, but resource consumption increases and system complexity increases
Solution Approach 1:
The configuration file serves as a lightweight copy that captures data collection requirements in a simplified format. This configuration approach avoids the complexity of rewriting actual application code. The configuration file uses a simple key-value or structured format that is easier to manage and modify than code, thus achieving flexibility without increasing system complexity.
Solution Approach 2:
The configuration file acts as an intermediary between the data collection system and the actual data gathering operations. Instead of directly modifying the complex code structure, changes are made in the configuration file, which then mediates these changes to the execution layer. This intermediary approach enables flexible adaptation while keeping the core system structure simple and unchanged.
Data Source
AI summary
Configuration data collection at a device is disclosed, including: detecting, with respect to a device, a data collection event, wherein the data collection event is specified by a configuration file, wherein the configuration file further specifies a set of target data information and a corresponding set of target data information providers from which to collect target data in response to a detection of the data collection event; in response to the detection of the data collection event, collecting the target data based at least in part on the set of target data information and the corresponding set of target data information providers; and controlling the device based at least in part on the collected target data.