Daily Archives: April 1, 2025

Abstract-File storage and transfer have become increasingly important in a data-driven world where efficiency and reliability are critical. Traditional file compression techniques often fail when subjected to lossy compression algorithms used in video formats, leading to data corruption. This research introduces a novel approach to encoding file data into video frames using two distinct modes: RGB and binary. RGB encoding maps data bytes to the colour channels of pixels, offering high efficiency, while binary encoding represents each bit as black-and-white pixels, ensuring resilience to compression artifacts. To further enhance user-friendliness, the system embeds encoding settings in the first video frame, automating the decoding process and reducing manual intervention. This hybrid system provides a practical balance between efficiency and robustness, making it suitable for real-world applications such as secure data transfer, archival storage, and multimedia-based information systems. This paper evaluates both encoding modes and proposes solutions to minimize data corruption caused by video compression. The research concludes with potential future enhancements, including hybrid systems that combine RGB and binary encoding, integration with AI-based algorithms for adaptive encoding, and scalability for 4K and 8K video resolutions. These advancements aim to optimize both storage efficiency and data integrity, addressing the growing demand for reliable file storage solutions.

Abstract-JavaScript, with its rich feature set of being dynamic, interpreted, object-oriented, and first-class functions, has gained immense fame in the last few years. JavaScript adopts an event-driven/custom I/O non-blocking model which technically translates to higher performance for application work through Node.js. In order to use these behaviors, various design patterns implementing asynchronous programming for JavaScript have emerged. Unfortunately, it is terribly difficult to choose a right pattern and implement a good asynchronous source code, which leads to the application being strongly robustless and source code of poor quality. Building from our previous work with exception handling code smells for JavaScript, the current study is aimed at exploring the impact of three asynchronous programming patterns in JavaScript on the quality of source code and application.

Abstract-In recent decades, business analytics has become widely utilized across various industries, significantly contributing to the enhancement of enterprise value. With the rapid progress in science and technology during the Big Data era, business analytics methods have been evolving quickly. Consequently, this paper summarizes the definition, techniques and challenges of business analytics based on current research paper.This paper also highlights the existing challenges in the field and identifies open research areas that warrant further attention. All research papers were sourced from the Web of Science and Google Scholar databases and selected according to specific criteria. This paper aims to provide valuable insights for researchers in business analytics by presenting the most recent techniques, diverse applications, and future research directions.