This paper presents the open-source high-level synthesis (HLS) research framework
Bambu. Bambu provides a research environment to experiment with new ideas across HLS …

Systems performing scientific computing, data analysis, and machine learning tasks have a
growing demand for application-specific accelerators that can provide high computational …

The growing numbers of application areas for artificial intelligence (AI) methods have led to
an explosion in availability of domain-specific accelerators, which struggle to support every …

Graph analysis is a critical task in many fields, such as social networking, epidemiology,
bioinformatics, and fraud de-tection. In particular, understanding and inferring relationships …

This article presents a methodology for the Synthesis of PARallel multi-Threaded
Accelerators (SPARTA) from OpenMP annotated C/C++ specifications. SPARTA extends an …

Domain-specific designs offer greater energy efficiency and performance gain than general-
purpose processors. For this reason, modern system-on-chips have a significant portion of …

Edge systems are required to autonomously make real-time decisions based on large
quantities of input data under strict power, performance, area, and other constraints. Meeting …

The Software Defined Architectures (SODA) Synthesizer is an open-source compiler-based
tool able to automatically generate domain-specialized systems targeting Application …

Finding the triangles of large scale graphs is a fundamental graph mining task in many
applications, such as motif detection, microscopic evolution, and link prediction. The recent …

Extracting portable performance in an application requires structuring that program into a
data-flow graph of coarse-grained tasks (CGTs). Structuring applications that interconnect …