In the ever-expanding landscape of computing, the environmental impact of data centers and clusters has come under scrutiny. Green computing initiatives have emerged as a crucial avenue for optimizing energy consumption in clusters, fostering research into eco-friendly solutions. This article delves into the imperative of sustainable computing, exploring the challenges, innovative solutions, and the transformative impact of green initiatives on cluster energy efficiency.