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Blockchain technology enables secure, transparent data management in decentralized systems, supporting applications from cryptocurrencies like Bitcoin to tokenizing real-world assets like property. Its scalability and sustainability hinge…

密码学与安全 · 计算机科学 2025-04-25 Zan-Kai Chong , Hiroyuki Ohsaki , Bryan Ng

In this paper, we demonstrate how Hyperledger Fabric, one of the most popular permissioned blockchains, can benefit from network-attached acceleration. The scalability and peak performance of Fabric is primarily limited by the bottlenecks…

分布式、并行与集群计算 · 计算机科学 2021-09-22 Haris Javaid , Ji Yang , Nathania Santoso , Mohit Upadhyay , Sundararajarao Mohan , Chengchen Hu , Gordon Brebner

Hardware accelerations of deep learning systems have been extensively investigated in industry and academia. The aim of this paper is to achieve ultra-high energy efficiency and performance for hardware implementations of deep neural…

机器学习 · 计算机科学 2018-02-20 Yanzhi Wang , Caiwen Ding , Zhe Li , Geng Yuan , Siyu Liao , Xiaolong Ma , Bo Yuan , Xuehai Qian , Jian Tang , Qinru Qiu , Xue Lin

This paper proposes an ultra-low power crypto-engine achieving sub-pJ/bit energy and sub-1K$\mu$$m^2$ in 40nm CMOS, based on the Simon cryptographic algorithm. Energy and area efficiency are pursued via microarchitectural exploration,…

密码学与安全 · 计算机科学 2018-11-22 Sachin Taneja , Massimo Alioto

Verification of microkernels, device drivers, and crypto routines requires analyses at the binary level. In order to automate these analyses, in the last years several binary analysis platforms have been introduced. These platforms share a…

编程语言 · 计算机科学 2019-01-23 Andreas Lindner , Roberto Guanciale , Roberto Metere

Permissioned blockchains like Hyperledger Fabric have become quite popular for implementation of enterprise applications. Recent research has mainly focused on improving performance of permissioned blockchains without any consideration of…

分布式、并行与集群计算 · 计算机科学 2022-10-24 Nathania Santoso , Haris Javaid

In this publication, a novel architecture for Proof-of-Useful-Work blockchain consensus which aims to replace hash-based block problems with Monte Carlo simulation-based block problems to donate computational power to real-world HEP…

密码学与安全 · 计算机科学 2024-04-16 Felix Hoffmann , Udo Kebschull

Following a sequence of hardware designs for a fully homomorphic crypto-processor - a general purpose processor that natively runs encrypted machine code on encrypted data in registers and memory, resulting in encrypted machine states -…

密码学与安全 · 计算机科学 2018-09-06 Peter Breuer , Jonathan Bowen

Growing deployment of power and energy efficient throughput accelerators (GPU) in data centers demands enhancement of power-performance co-optimization capabilities of GPUs. Realization of exascale computing using accelerators requires…

分布式、并行与集群计算 · 计算机科学 2020-11-06 Nilanjan Goswami , Amer Qouneh , Chao Li , Tao Li

A blockchain is a decentralized ledger where all transactions are recorded. For having a reliable blockchain and double-spending prevention, we need a decentralized consensus and agreement on a blockchain. Bitcoin uses proof-of-work (PoW).…

密码学与安全 · 计算机科学 2019-05-06 Siamak Solat

Last several years, GPUs are used to accelerate computations in many computer science domains. We focused on GPU accelerated Support Vector Machines (SVM) training with non-linear kernel functions. We had searched for all available GPU…

分布式、并行与集群计算 · 计算机科学 2017-07-21 Jan Vanek , Josef Michalek , Josef Psutka

Real-time systems, particularly those used in domains like automated driving, are increasingly adopting neural networks. From this trend arises the need for high-performance hardware exhibiting predictable timing behavior. While…

硬件体系结构 · 计算机科学 2026-02-26 Maximilian Kirschner , Konstantin Dudzik , Ben Krusekamp , Jürgen Becker

In the rapidly evolving domain of high-performance computing (HPC), heterogeneous architectures such as the SX-Aurora TSUBASA (SX-AT) system architecture, which integrate diverse processor types, present both opportunities and challenges…

分布式、并行与集群计算 · 计算机科学 2024-10-25 Shubham , Keichi Takahashi , Hiroyuki Takizawa

Cryptanalysis of block ciphers involves massive computations which are independent of each other and can be instantiated simultaneously so that the solution space is explored at a faster rate. With the advent of low cost Field Programmable…

密码学与安全 · 计算机科学 2013-04-25 Harshali Zodpe , Prakash Wani , Rakesh Mehta

Neural networks are increasingly used in real-time systems, such as automated driving applications. This requires high-performance hardware with predictable timing behavior. State-of-the-art real-time hardware is limited in memory and…

硬件体系结构 · 计算机科学 2024-10-15 Maximilian Kirschner , Konstantin Dudzik , Jürgen Becker

Cryptocurrencies have emerged as a new form of digital money that has not escaped the eyes of cyber-attackers. Traditionally, they have been maliciously used as a medium of exchange for proceeds of crime in the cyber dark-market by…

密码学与安全 · 计算机科学 2021-02-23 Aaron Zimba , Mumbi Chishimba , Christabel Ngongola-Reinke , Tozgani Fainess Mbale

The decentralized and unregulated nature of cryptocurrencies, combined with their monetary value, has made them a vehicle for various illicit activities. One such activity is cryptojacking, an attack that uses stolen computing resources to…

密码学与安全 · 计算机科学 2025-05-06 Tanapoom Sermchaiwong , Jiasi Shen

As investment in AI-focused accelerators grows and their deployment in supercomputing facilities expands, understanding whether these architectures can efficiently support traditional scientific kernels is critical for the future of…

分布式、并行与集群计算 · 计算机科学 2026-05-11 Lorenzo Piarulli , Daniele De Sensi

Automatic code generation is frequently used to create implementations of algorithms specifically tuned to particular hardware and application parameters. The code generation process involves the selection of adequate code transformations,…

分布式、并行与集群计算 · 计算机科学 2024-08-08 Dominik Ernst , Markus Holzer , Georg Hager , Matthias Knorr , Gerhard Wellein

In the context of the Horizon Europe project, METASAT, a hardware platform was developed as a prototype of future space systems. The platform is based on a multiprocessor NOEL-V, an established space-grade processor, which is integrated…

硬件体系结构 · 计算机科学 2025-03-03 Marc Solé i Bonet , Jannis Wolf , Leonidas Kosmidis