The next power bottleneck is no longer just inside the accelerator — it is the full conversion path from medium-voltage AC to ...
As AI moves from answering prompts to completing work, infrastructure has to optimize the full workflow around the model.
The push toward 1-megawatt racks is forcing fundamental changes in data center architecture, including cooling, power delivery, rack design, and 3D-IC packaging. Higher rack densities may not be the ...
Hardware and software development have traditionally been disconnected, creating little opportunity to optimize system-level performance and energy consumption. Development swings between specialized ...
Data-center network fabrics are undergoing another architectural shift as optical interconnects assume a larger role in AI-cluster connectivity, extending into scale-up domains and influencing overall ...
Researchers from NVIDIA and Duke University published a technical paper titled “SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes.” “As semiconductor ...
Synopsys’ Greg Sorber finds that multi-die designs that integrate chiplets on ever-larger substrates are pushing multiphysics upstream, blurring domain boundaries, and accelerating the adoption of AI ...
As AI, high-performance computing, cloud workloads, and data-intensive enterprise applications continue to scale, server memory systems are under growing pressure to deliver more bandwidth, higher ...