Before revision:  The use of efficient loop scheduling techniques  is crucial for improving their performance , often degraded by load imbalance, on high-performance computing (HPC) platforms.
After revision:  The use of efficient loop scheduling techniques in computationally-intensive applications is crucial for improving their performance , often degraded by load imbalance, on high-performance computing (HPC) platforms.