17 citations · 33 across the 18 of their papers we have counts for
4 papers · 1 filter
Near-Memory Parallel Indexing and Coalescing: Enabling Highly Efficient Indirect Access for SpMV
Chi Zhang, Paul Scheffler, Thomas Benz +2
Sparse matrix vector multiplication (SpMV) is central to numerous data-intensive applications, but requires streaming indirect memory accesses that severely degrade both processing…
Sparse Stream Semantic Registers: A Lightweight ISA Extension Accelerating General Sparse Linear Algebra
Paul Scheffler, Florian Zaruba, Fabian Schuiki +2
Sparse linear algebra is crucial in many application domains, but challenging to handle efficiently in both software and hardware, with one- and two-sided operand sparsity handled…
A High-performance, Energy-efficient Modular DMA Engine Architecture
Thomas Benz, Michael Rogenmoser, Paul Scheffler +5
Data transfers are essential in today's computing systems as latency and complex memory access patterns are increasingly challenging to manage. Direct memory access engines (DMAEs)…
Cheshire: A Lightweight, Linux-Capable RISC-V Host Platform for Domain-Specific Accelerator Plug-In
Alessandro Ottaviano, Thomas Benz, Paul Scheffler +1
Power and cost constraints in the internet-of-things (IoT) extreme-edge and TinyML domains, coupled with increasing performance requirements, motivate a trend toward heterogeneous…