Publications associées à Methodologies for Synthesizing and Analyzing Dynamic Dataflow Programs in Heterogeneous Systems for Edge Computing

Publications associées (9)

Parendi: Thousand-Way Parallel RTL Simulation

James Richard Larus, Thomas Emile Bourgeat, Seyedmahyar Emami

Hardware development critically depends on cycle-accurate RTL simulation. However, as chip complexity increases, conventional single-threaded simulation becomes impractical due to stagnant single-core performance. Parendi is an RTL simulator that addresses ...

ACM2025

The Tight Cost of Byzantine Agreement

Manuel José Ribeiro Vidigueira

Distributed computer systems have become a fundamental part of our lives. These systems power so many critical functions of our society that it is hard to imagine the consequences if they were to collapse. However, many of these systems are just a single p ...

EPFL2025

Masked Diffusion Strategy for Privacy-Preserving Distributed Learning

Ali H. Sayed

To protect both local gradients and estimated parameters in distributed learning, this paper introduces a masked diffusion (MD) strategy, leading to two algorithms: the MD stochastic gradient (MD-SG) and the MD primal-dual stochastic gradient (MPD-SG). The ...

2025

HardCilk: Cilk-like Task Parallelism for FPGAs

Paolo Ienne, Canberk Sönmez, Mohamed Mahfouz Ahmed Kotb Shahawy, Cemalettin Cem Belentepe

High-level synthesis (HLS) helps to develop hard-ware accelerators for field-programmable gate arrays (FPGAs) using C/C++ descriptions. HLS is tailored to exploit instruction-level parallelism and, where available, data-level parallelism in applications. Y ...

Institute of Electrical and Electronics Engineers Inc.2024

Advanced Acoustic Emission-based SHM for Concrete Structures: Real-Time, High-Precision Imaging of Crack Geometry and Damage Source-type Using Moment Tensor Inversion

Brice Tanguy Alphonse Lecampion, Seyyedmaalek Momeni

In this paper, we introduce a novel automated and high-precision acoustic emission (AE) monitoring algorithm and the software SIMORGH, which is suitable for structural health monitoring (SHM) of civil structures. Initially developed for laboratory-scale hy ...

NDT.net2024

Data-centric workloads with MPI_Sort

Gilles Fourestey

Sorting is a fundamental task in computing and plays a central role in information technology. The advent of rack-scale and warehouse-size data processing shaped the architecture of data analysis platforms towards supercomputing. In turn, established techn ...

2024

Performance evaluation of acceleration of convolutional layers on OpenEdgeCGRA

David Atienza Alonso, Pasquale Davide Schiavone, Juan Pablo Sapriza Araujo

Recently, efficiently deploying deep learning solutions on the edge has received increasing attention. New platforms are emerging to support the increasing demand for flexibility and high performance. In this work, we explore the efficient mapping of convo ...

Association for Computing Machinery, Inc2024

Teachers, Take Care of the Essential. the Rest Is Story: Using LLM and Social Robots for Content Approaching by Storytelling

Anne-Marie Rusu, Daniel Carnieto Tozadore

Social robots are widely used for educational activities, especially to attract children's attention. As a side effect, pupils' excitement can suppress their focus on the tutors and the content being approached. A potential solution to tackle this issue is ...

IEEE Computer Society2024

Exploring FPGA Switch-Blocks without Explicitly Listing Connectivity Patterns

Paolo Ienne, Stefan Nikolic

Increased lower metal resistance makes physical aspects of Field-Programmable Gate Array (FPGA) switch-blocks more relevant than before. The need to navigate a design space where each individual switch can have significant impact on the FPGA's performance ...

2024