LiFi Data Processing Factory for Large XML Transfer
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
Conventional data transmission methods, particularly for large XML files, face challenges such as transmission errors, file corruption, and slow transfer speeds due to the combination of structured and unstructured data, which limits processing efficiency and increases vulnerability to attacks.
Innovation Solution
A LiFi-powered, content-aware client-server ecosystem that uses a client-side LiFi communication engine to packetize and transmit semi-structured data files, incorporating quality gates for validation and synchronization, enabling fast and secure data processing and transfer through LED arrays and photoreceptors.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Speed
If WiFi transmission is used for large XML files, then wireless connectivity is achieved, but transmission speed is slow and error rate increases
Solution Approach 1:
The patent replaces radio frequency electromagnetic waves (WiFi) with visible light waves (LiFi) for data transmission. This substitution of the transmission medium fundamentally changes the physical layer characteristics, enabling higher bandwidth and faster transmission speeds while reducing interference and error rates associated with radio frequency communications.
Solution Approach 2:
The patent changes the transmission parameter from radio frequency (WiFi) to visible light frequency (LiFi). This parameter change in the electromagnetic spectrum enables exploitation of the vast available light spectrum bandwidth, resulting in transmission speeds up to 100 times faster than WiFi and improved reliability for large file transfers.
2Loss of time
If large XML files are transmitted using conventional methods, then data transfer is achieved, but transfer time is excessive and vulnerability to attacks increases
Solution Approach 1:
By substituting radio frequency transmission with optical transmission, the patent achieves dramatically reduced transfer times for large files. The higher bandwidth of visible light enables rapid transmission of large XML files, minimizing the time window for potential attacks and reducing exposure to network threats.
Solution Approach 2:
The patent enables rapid data transmission that 'rushes through' the transmission process quickly, minimizing the duration of vulnerability. The high-speed LiFi transmission completes large file transfers in a fraction of the time required by conventional methods, reducing the attack surface and time for potential interception or corruption.
3Speed
If LiFi transmission is used for large files, then transmission speed increases significantly, but infrastructure complexity increases
Solution Approach 1:
The patent leverages the dual functionality of LED devices, which can simultaneously provide illumination and data transmission. This multi-functionality eliminates the need for separate communication infrastructure, as existing LED lighting installations can be upgraded to provide both light and LiFi communication capabilities, reducing overall infrastructure complexity.
Solution Approach 2:
The patent utilizes existing LED infrastructure to provide communication services. The LED devices that are already deployed for lighting purposes are repurposed to also serve as transmission devices, making the infrastructure self-sufficient and eliminating the need for dedicated communication hardware in many scenarios.
Applied Scientific Principles
This section explains which scientific principles are used to turn an abstract innovation direction into a practical engineering solution.
Function Achieved in This Case
This solution significantly enhances data processing efficiency, reduces latency, and protects against adversarial attacks by leveraging LiFi's high-speed transmission capabilities and content-aware operations, ensuring secure and error-free transfer of large-scale data files.
Implementation Method 1
LiFi is a light-based communication system capable of transmitting data wirelessly at high speed using light emitting diodes (LEDs)
Implementation Method 2
LiFi transmission speeds may be more than one hundred times faster than conventional WiFi
Implementation Method 3
The client-side LCE may receive processed data from a server-side LCE via LiFi using an array of photoreceptors
Data Source
AI summary
Systems, methods and apparatus are provided for a reusable, client-server based ecosystem designed to support content-aware, LiFi-powered transfer of large-scale, semi-structured data files. Containerized client-side applications may include a LiFi communication engine (LCE), a job control engine (JCE), and an execution hub that is configured to interface with the JCE, the LCE, job stakeholders and downstream applications. A central server may include a server-side LCE configured for two-way communication with the client-side LCE. Each LCE may be configured to cluster semi-structured data into data packets, broadcast data packets using an LED array, receive data packets using an array of photoreceptors and synchronize received data packets.