Department Head for Computer Science Lawrence Berkeley National Laboratory / Applied Mathematics and Computational Science / Department of Energy, CA, United States
The tapering of lithography advances that have been associated with Moore’s Law will substantially change requirements for future interconnect architectures for large-scale datacenters and HPC systems. Architectural specialization is creating new datacenter requirements such as emerging accelerator technologies for machine learning workloads, architectural specialization and rack disaggregation strategies will push the limits of current integration technologies. Whereas advanced packaging technologies are often sold on the basis of higher bandwidth and energy efficiency (e.g. lower picojoules per bit), these emerging workloads and technology trends will shift the emphasis to other metrics such as bandwidth density (as opposed to bandwidth alone) and reduced latency, and performance consistency. Such metrics cannot be accomplished with device improvements alone, but require a systems view of advanced packaging and photonics in datacenters.