In the context of AI hardware, however, entirely new possibilities arise: The development process begins with an application analysis to partition the system into classical signal processing and AI ...

The general conclusions stay the same after the validation, but the performance degrades slightly due to the post-layout calibration.” View this technical paper here. Published 06/2021. Lu A, Peng X, ...

Prodigy adopts a “best of both worlds” approach by using static program information from software, and dynamic run-time information from hardware. The core of the system is the Data Indirection Graph ...

Memory layout transformations via data reorganization are very common operations, which occur as a part of the computation or as a performance optimization in data-intensive applications. These ...

It emphasizes the need to incorporate IMC design optimizations into HW-NAS frameworks and provides recommendations for effective implementation in IMC hardware-software co-design. In traditional von ...

To address this critical challenge, we propose a novel memory tiering solution called NeoMem, which features a hardware/software co-design. NeoMem offloads memory profiling functions to CXL ...

Final update A fundamental design flaw in Intel's processor chips has forced a significant redesign of the Linux and Windows kernels to defang the chip-level security bug.. Programmers are scrambling ...