High-performance computing (HPC) workloads often grapple with heavy data transfers between compute cores and memory. Suboptimal buffer management can lead to substantial performance bottlenecks, hindering the full potential of these systems. Puffer emerges as a novel solution, designed to address this challenge by providing an efficient and dynamic