·? CPU Performance Bottlenecks:
- Despite advanced hardware like faster processors and more cores, performance limitations persist.
- Issues include memory access delays, data synchronization problems, and inefficient workload distribution.
·? Software Optimization:
- Advanced algorithms and architectures are designed to improve task management and data handling.
- Software effectiveness can be limited by hardware constraints, affecting load balancing and overall performance.
·? Role of High-Level Synthesis (HLS):
- HLS translates high-level algorithms into efficient hardware implementations.
- Helps match processors to specific tasks, optimizing performance and addressing some hardware limitations.
·? Industry Developments:
- Fraunhofer’s Chiplet Initiative: Promotes modular chip designs for better performance.
- UCIe 2.0: Introduces new standards for chiplet integration, enhancing performance.
- Investment in HBM Technology: Boosts high-bandwidth memory solutions, improving data handling.
- Advancements in Semiconductor Manufacturing: Finer techniques enhance overall chip performance.
- Keeping up with industry trends and technological advancements is crucial for addressing parallel processing challenges.
