High-level synthesis (HLS) tools typically generate statically scheduled datapaths. Static
scheduling implies that the resulting circuits have a hard time exploiting parallelism in code …

Graph analytics are an emerging class of irregular applications. Operating on very large
datasets, they present unique behaviors, such as fine-grained, unpredictable memory …

Conventional High-Level Synthesis (HLS) tools exploit parallelism mostly at the Instruction
Level (ILP). They statically schedule the input specifications and build centralized Finite …

In this paper we present a set of techniques that enable the synthesis of efficient custom
accelerators for memory intensive, irregular applications. To address the challenges of …

RDF databases naturally map to a graph representation and employ languages, such as
SPARQL, that implements queries as graph pattern matching routines. Graph methods …

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

Field Programmable Gate Arrays (FPGAs) are becoming an appealing technology in
datacenters and High Performance Computing. High-Level Synthesis (HLS) of multi …

(57) ABSTRACT A method of high level synthesis may include detecting in an application,
using computer hardware, a first function including a first call site for a second function and a …

Chips become more complex so it is so important to have design automation in the upper
level of abstraction, where the trade-off is more effective and functionality is simpler for …

Until around the year 2002, computer architects could rely on Moore's law promising that the
performance of single core general-purpose processors would double every eighteen to …