This research converts organic waste—empty fruit bunches, used cooking oil, and eggshells—into biofuel. Using eggshell-derived catalysts lowers energy requirements for pyrolysis, producing hydrocarbon-rich fuels. The approach addresses waste management while reducing reliance on fossil fuels, offering a sustainable and environmentally friendly alternative energy solution.

This research improves data center energy efficiency by analyzing processor instruction sequences. By identifying and fusing recurring instruction patterns, existing general-purpose processors can execute workloads more efficiently. Even small gains at the instruction level can significantly reduce energy consumption, operating costs, and carbon emissions across large-scale data centers.