A fast and accurate development is taking place in the world of electronic stock market. Speed, accuracy, time are the important parameters as well as challenges in trading. Developing a strategy which handle all these challenges and also overcome the human emotions at the same time is really a challenging task. This paper provides the different techniques used in algorithmic trading, impact of algorithmic trading on Indian stock market and various issues which affect the performance of stock in real market.