Serverless computing is a rapidly growing cloud application model, popularized by
Amazon's Lambda platform. Serverless cloud services provide fine-grained provisioning of …

The past year has witnessed the increasing popularity of Large Language Models (LLMs).
Their unprecedented scale and associated high hardware cost have impeded their broader …

Modern online services are shifting away from monolithic applications to loosely-coupled
microservices because of their improved scalability, reliability, programmability and …

Heterogeneous architectures and heterogeneous-ISA designs are growing areas of
computer architecture and system software research. Unfortunately, this line of research is …

Applications with low data reuse and frequent irregular memory accesses, such as graph or
sparse linear algebra workloads, fail to scale well due to memory bottlenecks and poor core …

Machine learning applied to architecture design presents a promising opportunity with broad
applications. Recent deep reinforcement learning (DRL) techniques, in particular, enable …

ABSTRACT This paper introduces OpenPiton+ Ariane, a permissively-licensed open-source
framework designed to enable scalable architecture research prototypes. With the recent …

This paper presents a novel runtime power modeling methodology which automatically
identifies key signals for power dissipation of any RTL design. The toggle-pattern matrix is …

Background The use of artificial intelligence (AI) in the medical domain has attracted
considerable research interest. Inference applications in the medical domain require energy …

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 …