(SCS) Systems that can automatically detect and correct its own errors without human intervention. SHC utilizes machine learning algorithms to analyze runtime behavior and apply corrective measures, ensuring continuous operation. Multi-Dimensional Array Compression (MDAC) A novel algorithm that compresses multi-dimensional arrays by leveraging the principles of fractal geometry. MDAC can reduce the storage footprint