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Virtualization, a technique once used to multiplex the resources of high-priced mainframe hardware, is seeing a resurgence in applicability with the increasing computing power of commodity computers. By inserting a layer of software between…

操作系统 · 计算机科学 2007-05-23 Nadir Kiyanclar

Heterogeneous computing is the strategy of deploying multiple types of processing elements within a single workflow, and allowing each to perform the tasks to which is best suited. To fully harness the power of heterogeneity, we want to be…

分布式、并行与集群计算 · 计算机科学 2021-12-03 Nikolaos Mavrogeorgis

Cross-border data transfer is vital for the digital economy by enabling data flow across different countries or regions. However, ensuring compliance with diverse data protection regulations during the transfer introduces significant…

密码学与安全 · 计算机科学 2024-12-13 Zhixian Zhuang , Xiaodong Lee , Jiuqi Wei , Yufan Fu , Aiyao Zhang

The Named Data Networking (NDN) and Content-Centric Networking (CCNx) architectures are the leading approaches for content-centric networking, and both require using Interests (requests that elicit content) and maintaining per-Interest…

网络与互联网体系结构 · 计算机科学 2016-08-16 J. J. Garcia-Luna-Aceves , Maziar Mirzazad Barijough

Style-transfer is a process of migrating a style from a given image to the content of another, synthesizing a new image which is an artistic mixture of the two. Recent work on this problem adopting Convolutional Neural-networks (CNN)…

计算机视觉与模式识别 · 计算机科学 2017-04-26 Michael Elad , Peyman Milanfar

In the past few years, audiences from different fields witness the achievements of sequence-to-sequence models (e.g., LSTM+attention, Pointer Generator Networks, and Transformer) to enhance dialogue content generation. While content fluency…

计算与语言 · 计算机科学 2020-10-23 Changzhen Ji , Xin Zhou , Yating Zhang , Xiaozhong Liu , Changlong Sun , Conghui Zhu , Tiejun Zhao

The under exploitation of the available resources risks to be one of the main problems for a computing center. The growing demand of computational power necessarily entails more complex approaches in the management of the computing…

分布式、并行与集群计算 · 计算机科学 2012-05-01 Federico Calzolari , Silvia Volpe

The goal of the present HTTPFS project is to enable access to remote files, directories, and other containers through an HTTP pipe. HTTPFS system permits retrieval, creation and modification of these resources as if they were regular files…

操作系统 · 计算机科学 2007-05-23 Oleg Kiselyov

We explain the use of quantum process calculus to describe and analyse linear optical quantum computing (LOQC). The main idea is to define two processes, one modelling a linear optical system and the other expressing a specification, and…

计算机科学中的逻辑 · 计算机科学 2014-08-08 Sonja Franke-Arnold , Simon J. Gay , Ittoop Vergheese Puthoor

Cloud computing has given the new face to the distributed field. Two main issues are discussed in this paper, (I) the process of finding the efficient virtual machine by using the concept of load balancing algorithm. (II) Reallocation of…

分布式、并行与集群计算 · 计算机科学 2013-04-16 Manan D. Shah , Harshad B. Prajapati

Convoulutional Neural Networks (CNNs) exhibit extraordinary performance on a variety of machine learning tasks. However, their mathematical properties and behavior are quite poorly understood. There is some work, in the form of a framework,…

其他统计学 · 统计学 2016-10-30 Jayanth Koushik

Business process models are essential for the representation, analysis, and execution of organizational processes, serving as orchestration blueprints while relying on (web) services to implement individual tasks. At the representation…

软件工程 · 计算机科学 2025-01-28 Ahmed Awad , Feras Awaysheh , Hugo A. López

Point clouds are unstructured and unordered data, as opposed to images. Thus, most machine learning approach developed for image cannot be directly transferred to point clouds. In this paper, we propose a generalization of discrete…

计算机视觉与模式识别 · 计算机科学 2020-02-20 Alexandre Boulch

Virtual Content Delivery Network (vCDN) migration is necessary to optimize the use of resources and improve the performance of the overall SDN/NFV-based CDN function in terms of network operator cost reduction and high streaming quality. It…

网络与互联网体系结构 · 计算机科学 2016-08-31 Hatem Ibn-Khedher , Makhlouf Hadji , Emad Abd-Elrahman , Hossam Afifi , Ahmed E. Kamal

With the growing demand for data connectivity, network service providers are faced with the task of reducing their capital and operational expenses while simultaneously improving network performance and addressing the increased demand.…

网络与互联网体系结构 · 计算机科学 2020-06-16 Dimitrios Michael Manias , Hassan Hawilo , Abdallah Shami

Convolutional Neural Networks, as most artificial neural networks, are commonly viewed as methods different in essence from kernel-based methods. We provide a systematic translation of Convolutional Neural Networks (ConvNets) into their…

机器学习 · 统计学 2019-03-20 Corinne Jones , Vincent Roulet , Zaid Harchaoui

The advent of multi-domain and multi-requirement digital services requires an underlying network ecosystem able to understand service-specific contexts. In this work, we propose Knowledge Centric Networking (KCN), a paradigm in which…

网络与互联网体系结构 · 计算机科学 2020-06-04 Marinos Charalambides , Daphne Tuncer , Ning Wang , George Pavlou

We present an approach to neural machine translation (NMT) that supports multiple domains in a single model and allows switching between the domains when translating. The core idea is to treat text domains as distinct languages and use…

计算与语言 · 计算机科学 2018-05-08 Sander Tars , Mark Fishel

Major data centre providers are introducing RDMA-based networks for their tenants, as well as for operating the underlying infrastructure. In comparison to traditional socket-based network stacks, RDMA-based networks offer higher…

操作系统 · 计算机科学 2020-10-26 Maksym Planeta , Jan Bierbaum , Leo Sahaya Daphne Antony , Torsten Hoefler , Hermann Härtig

Process Mining is established in research and industry systems to analyze and optimize processes based on event data from information systems. Within this work, we accomodate process mining techniques to Cyber-Physical Systems. To capture…

软件工程 · 计算机科学 2025-02-21 Hendrik Reiter , Patrick Rathje , Olaf Landsiedel , Wilhelm Hasselbring