CF

Publications

2024

Corrado De Sio, Andrea Avignone, Luca Sterpone, Silvia Chiusano
Scalable K-Nearest Neighbors Implementation using Distributed Embedded Systems. CF (2024)
Piero Altoe
Processing units in the age of AI. CF (2024)
Milad Kokhazadeh, Georgios Keramidas, Vasilios I. Kelefouras, Iakovos Stamoulis
Denseflex: A Low Rank Factorization Methodology for Adaptable Dense Layers in DNNs. CF (2024)
Tim Twardzik, Lars Nolte, Camille Jalier, Jiyuan Shi, Thomas Wild, Andreas Herkersdorf
HASIIL: Hardware-Assisted Scheduling to Improve IPC Latency in Linux. CF (2024)
Hristo Djidjev
Replication-Based Quantum Annealing Error Mitigation. CF (2024)
Pratibha Raghupati Hegde, Oleksandr Kyriienko, Hermanni Heimonen, Panagiotis Tolias, Gilbert Netzer, Panagiotis Kl. Barkoutsos, Ricardo Vinuesa, Ivy Peng, Stefano Markidis
Beyond the Buzz: Strategic Paths for Enabling Useful NISQ Applications. CF (2024)
Peiyuan Guan, Animesh Dangwal, Amir Taherkordi, Rich Wolski, Chandra Krintz
Energy-Aware IoT Deployment Planning. CF (2024)
Muhammad Ali Siddiqi, David Vrijenhoek, Lennart P. L. Landsmeer, Job van der Kleij, Anteneh Gebregiorgis, Vincenzo Romano, Rajendra Bishnoi, Said Hamdioui, Christos Strydis
A Lightweight Architecture for Real-Time Neuronal-Spike Classification. CF (2024)
Yuan Meng, Michael Kinsner, Deshanand P. Singh, Mahesh A. Iyer, Viktor K. Prasanna
PEARL: Enabling Portable, Productive, and High-Performance Deep Reinforcement Learning using Heterogeneous Platforms. CF (2024)
Yin Su, Hui Guo, Run Yan, Yong Wang, Yongwen Wang, Nong Xiao, Gang Chen, Weihua Zhang, Libo Huang
QuickTree: A Fast Hardware BVH Construction Engine. CF (2024)
Xingbo Wang, Chenxi Feng, Bingzhen Chen, Qi Wang, Yucong Huang, Terry Tao Ye
RV-GEMM: Neural Network Inference Acceleration with Near-Memory GEMM Instructions on RISC-V. CF (2024)
Saikat Dey, Sonal Jha, Wu-chun Feng
G2A2: Graph Generator with Attributes and Anomalies. CF (2024)
Borja Pérez, José Luis Bosque
Hardware support for balanced co-execution in heterogeneous processors. CF (2024)
Olivia Nakayima, Mostafa I. Soliman, Kazunori Ueda, Samir A. Elsagheer
Enhancing Bundle Delivery Efficiency in Mobile Ad-hoc Networks with a Multi-protocol Delay-Tolerant Network. CF (2024)
Wu-chun Feng, Xuewen Cui, Thomas Scogland, Bronis R. de Supinski
BLP: Block-Level Pipelining for GPUs. CF (2024)
Shun Nagasaki, Junichiro Kadomoto, Hidetsugu Irie, Shuichi Sakai
Multi-Tree Network Protocol Enabling System Partitioning for Shape-Changeable Computer System. CF (2024)
Piyumal Ranawaka, Muhammad Waqar Azhar, Per Stenström
DNNOPT: A Framework for Efficiently Selecting On-chip Memory Loop Optimizations of DNN Accelerators. CF (2024)
Amedeo Bertuzzi, Davide Ferrari, Antonio Manzalini, Michele Amoretti
Evaluation of Quantum and Hybrid Solvers for Combinatorial Optimization. CF (2024)
Joel Rajakumar, John K. Golden, Andreas Bärtschi, Stephan J. Eidenbenz
Trainability Barriers in Low-Depth QAOA Landscapes. CF (2024)
Elia Merzari
First Exascale Flow Simulations of Fission and Fusion Energy Systems. CF (2024)
Lars Nolte, Tim Twardzik, Camille Jalier, Jiyuan Shi, Thomas Wild, Andreas Herkersdorf
Hardware Assist for Linux IPC on an FPGA Platform. CF (2024)
Vladimir Marbukh
From Exploit Prediction in the Wild to System-Specific Cyber Security Risk Metrics: Work in Progress. CF (2024)
Meinhard Kissich, Marcel Baunach
FazyRV: Closing the Gap between 32-Bit and Bit-Serial RISC-V Cores with a Scalable Implementation. CF (2024)
Oceane Bel, Burcu Ozcelik Mutlu, Joseph B. Manzano, Cimone Wright-Hamor, Omer Subasi, Kevin J. Barker
Cookie-Jar: An Adaptive Re-configurable Framework for Wireless Network Infrastructures. CF (2024)
Giorgio Cora, Corrado De Sio, Sarah Azimi, Luca Sterpone
A Novel Robust Core for Detecting Node Failures in FPGA Clusters. CF (2024)
Leya Li, Yu Lu
MSEU-Net: A Multi-Scale Deep Learning Framework for Precise FHR Baseline Determination. CF (2024)
Xiaoyu Liu, Yijing Zhang, Xiaodu Yang, Weilin Gai, Bo Sun
MFC-DoH: DoH Tunnel Detection Based on the Fusion of MAML and F-CNN. CF (2024)
Sasindu Wijeratne, Rajgopal Kannan, Viktor K. Prasanna
Sparse MTTKRP Acceleration for Tensor Decomposition on GPU. CF (2024)
Gabriele Magnani, Daniele Cattaneo, Lev Denisov, Giuseppe Tagliavini, Giovanni Agosta, Stefano Cherubin
SeTHet - Sending Tuned numbers over DMA onto Heterogeneous clusters: an automated precision tuning story. CF (2024)
Amirhossein Kiamarzi, Davide Rossi, Giuseppe Tagliavini
QR-PULP: Streamlining QR Decomposition for RISC-V Parallel Ultra-Low-Power Platforms. CF (2024)
Marion Sudvarg, Chenfeng Zhao, Ye Htet, Meagan Konst, Thomas Lang, Nick Song, Roger D. Chamberlain, Jeremy Buhler, James H. Buckley
HLS Taking Flight: Toward Using High-Level Synthesis Techniques in a Space-Borne Instrument. CF (2024)
Grafika Jati, Martin Molan, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva
TinyLid: a RISC-V accelerated Neural Network For LiDAR Contaminant Classification in Autonomous Vehicle. CF (2024)
Jiangnan Yu, Yang Fan, Hanfei Wang, Yuxuan Qiao, Zheng Wu, Xiankui Xiong, Xiao Yao, Haidong Yao, Yecheng Zhang
FullSparse: A Sparse-Aware GEMM Accelerator with Online Sparsity Prediction. CF (2024)
Michael Hart, John McAllister
Reconstructing Cut Quantum Circuits Maximising Fidelity between Quantum States. CF (2024)
Davide Nicolini, Corrado De Sio, Eleonora Vacca
Enhancing the Robustness of System on FPGA by Routing Isolation. CF (2024)
Reginaldo Luna, Guilherme Weigert Cassales, Bernhard Pfahringer, Albert Bifet, Heitor Murilo Gomes, Hermes Senger
Mini-batching with Fused Training and Testing for Data Streams Processing on the Edge. CF (2024)
Michael Hart, John McAllister
Quantum Circuit Cutting Minimising Loss of Qubit Entanglement. CF (2024)
Proceedings of the 21st ACM International Conference on Computing Frontiers, CF 2024, Ischia, Italy, May 7-9, 2024 CF (2024)
Ilknur Mustafazade, Nagarajan Kandasamy, Anup Das
Clustering and Allocation of Spiking Neural Networks on Crossbar-Based Neuromorphic Architecture. CF (2024)
Jakob Schäffeler, Bengisu Elis, Amir Raoofy, Josef Weidendorfer, Martin Schulz
A Portable Tool to Compare Performance Profiles from GPU Offloading Programming Models. CF (2024)
Yushan Zhang, Xiaoyan Liang, Ruizhong Du, Junfeng Tian
DP-Discriminator: A Differential Privacy Evaluation Tool Based on GAN. CF (2024)
Fahong Yu, Zhimin Tang, Xiaobo Li, Zhihua Fan
LeakageFreeSpec: Applying the Wiping Approach to Defend Against Transient Execution Attacks. CF (2024)
William Maas, Paulo Silas Severo de Souza, Marcelo Caggiani Luizelli, Fábio D. Rossi, Philippe O. A. Navaux, Arthur Francisco Lorenzon
An ANN-Guided Multi-Objective Framework for Power-Performance Balancing in HPC Systems. CF (2024)
Yu Lu, Yating Hu, Leya Li, Zhanpeng Xu, Hongwei Liu, Huanwen Liang, Xianghua Fu
CvTGNet: A Novel Framework for Chest X-Ray Multi-label Classification. CF (2024)
Yi-Chien Lin, Gangda Deng, Viktor K. Prasanna
A Unified CPU-GPU Protocol for GNN Training. CF (2024)
Theologos Anthimopoulos, Georgios Keramidas, Vasilios I. Kelefouras, Iakovos Stamoulis
Register Blocking: An Analytical Modelling Approach for Affine Loop Kernels. CF (2024)
Neelesh Gupta, Narayanan Kannan, Pengmiao Zhang, Viktor K. Prasanna
TabConv: Low-Computation CNN Inference via Table Lookups. CF (2024)
Emanuele Parisi, Alberto Musa, Maicol Ciani, Francesco Barchi, Davide Rossi, Andrea Bartolini, Andrea Acquaviva
Assessing the Performance of OpenTitan as Cryptographic Accelerator in Secure Open-Hardware System-on-Chips. CF (2024)

2023