Paper Title
Understanding Centralized Trade Exchanges: Impact, Innovations, and Evolution

Abstract
Trade exchanges have been very instrumental in the development of the financial markets globally by providing a centralized, structured and more importantly, an organized hub for trading of different assets such as stocks, commodities and even cryptocurrencies. Therefore, the focus of this research paper will be to analyze the history, the effects occasioned by, and the new development that is associated with the centralized trade exchanges, in light of their importance in the emerging global economy. A synthesis of existing literature discusses significant research examining how these exchanges work, their advantages, and disadvantages as well as how they differ from new decentralized counterparts. This paper covers the effects of centralized trade exchanges in relation to market liquidity, formation prices and, especially in the face of increasing trade by decentralized exchanges. Moreover, the review identifies several new technologies that have cut through CeXs notably; algorithmic trading, blockchain integration, and formation of digital assets. Finally, the paper discusses the outlook towards future perspective, it explains regulatory changes and technological advancement that may alter the future role of centralized exchanges in the near future. Indeed, the analysis of the trade centralized exchange historic background, its current state, and further development permits to conclude that they remain an unexceptional component of the global financial system. Keywords - Edge computing, cloud GPUs, integration, benefits, challenges, applications, IoT, healthcare, scalability, realtime processing