Issue link: https://resources.pcb.cadence.com/i/1149719
© 2019 Cadence Design Systems, Inc. All rights reserved. Datacenter Challenges Workload-optimized, high-performance compute, connectivity, accelerators – AI/ML/DL Hyperscale Optimization CPU Rack-Level Connectivity Scale Out Clusters • Workload optimized • Machine learning • Deep learning • Accelerator offloads • Leaf /spine • Memory pool (HBM) • Connectivity / SiP • Reduced latency • Mesh / 3D-torus / fabric • DNN • SSD / NVMe • Coherency • VM / containers • Mesh/3D-torus 0 2 4 6 8 10 12 14 2015 2016 2017 2018 2019 2020 Typical Workloads per Server Traditional Datacenter Cloud Datacenter N S E W