Power and cost constraints in the Internet-of-Things (IoT) extreme-edge and TinyML
domains, coupled with increasing performance requirements, motivate a trend toward …

The capacity of offloading data and control tasks to the network is becoming increasingly
important, especially if we consider the faster growth of network speed when compared to …

One of the most critical aspects of integrating loosely-coupled accelerators in
heterogeneous SoC architectures is orchestrating their interactions with the memory …

Multi-tenancy is essential for unleashing SmartNIC's potential in datacenters. Our systematic
analysis in this work shows that existing on-path SmartNICs have resource multiplexing …

Tile-based many-core architectures are extensively used in modern system-on-chip designs
to achieve scalable computing performance with adequate energy efficiency. Heterogeneity …

Chips with hundreds to thousands of cores require scalable networks-on-chip (NoCs).
Customization of the NoC topology is necessary to reach the diverse design goals of …

Multi-chip-module (MCM) technology heralds a new era for scalable DNN inference
systems, offering a cost-effective alternative to large-scale monolithic designs by lowering …

Heterogeneous computers integrate general-purpose host processors with domain-specific
accelerators to combine versatility with efficiency and high performance. To realize the full …

System simulators are essential for the exploration, evaluation, and verification of manycore
processors and are vital for writing software and developing programming models in …

The new generation of domain-specific AI accelerators is characterized by rapidly increasing
demands for bulk data transfers, as opposed to small, latency-critical cache line transfers …