theCUBE to livestream AI Data Pipeline Forum Oct. 13

The AI Data Pipeline Forum arrives as AI infrastructure design shifts away from optimizing individual components toward coordinating entire systems. As data centers become increasingly interconnected, moving data across compute, storage and networking is becoming a defining architectural challenge, creating new demands for storage, memory, networking and physical infrastructure.

Recent industry moves illustrate these pressures. ScaleFlux introduced PCIe Gen6 SSD and CXL memory controllers in July to increase throughput and memory capacity while managing power consumption. Dell is helping advance rack-scale architectures designed for growing compute density and operational requirements, with modular designs that adapt to varied cooling and power setups.

theCUBE Research's Dave Vellante has identified memory constraints, data movement inefficiencies and inference economics as mounting challenges, with storage taking a more active role in the AI pipeline. The forum's discussions on open standards and modular designs are expected to address how these pressures can be managed without introducing new bottlenecks.