Parallel Programming Challenges

The demand for compute power is escalating, driven by big data and complex models, yet individual processors are not getting significantly faster. As the need for parallel processing grows, the transition from sequential to concurrent programming presents significant challenges, including issues like non-determinism and deadlocks. While tools like actors and software transactional memory offer improvements, they may not fully address the complexities of utilizing multiple cores effectively.