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Distributed Ledger Technologies (DLT) and Decentralized File Storages (DFS) are becoming increasingly used to create common, decentralized and trustless infrastructures where participants interact and collaborate in Peer-to-Peer…

分布式、并行与集群计算 · 计算机科学 2021-09-13 Mirko Zichichi , Luca Serena , Stefano Ferretti , Gabriele D'Angelo

Over the last years, Linked Data has grown continuously. Today, we count more than 10,000 datasets being available online following Linked Data standards. These standards allow data to be machine readable and inter-operable. Nevertheless,…

数据库 · 计算机科学 2020-01-31 Gezim Sejdiu , Anisa Rula , Jens Lehmann , Hajira Jabeen

Collaborative working is increasingly popular, but it presents challenges due to the need for high responsiveness and disconnected work support. To address these challenges the data is optimistically replicated at the edges of the network,…

数据库 · 计算机科学 2012-12-12 Stéphane Martin , Mehdi Ahmed-Nacer , Pascal Urso

We address the problem of compactly storing a large number of versions (snapshots) of a collection of keyed documents or records in a distributed environment, while efficiently answering a variety of retrieval queries over those, including…

数据库 · 计算机科学 2018-02-26 Souvik Bhattacherjee , Amol Deshpande

The Resource Description Framework (RDF) provides a common data model for the integration of "real-time" social and sensor data streams with the Web and with each other. While there exist numerous protocols and data formats for exchanging…

人工智能 · 计算机科学 2010-11-17 Joshua Shinavier

In this report we show how to manage a distributed hierarchical structure representing a file system. This structure is optimistically replicated, each user work on his local replica, and updates are sent to other replica. The different…

分布式、并行与集群计算 · 计算机科学 2012-07-26 Mehdi Ahmed-Nacer , Stéphane Martin , Pascal Urso

Federated continual learning (FCL) has garnered increasing attention for its ability to support distributed computation in environments with evolving data distributions. However, the emergence of new tasks introduces both temporal and…

机器学习 · 计算机科学 2025-09-30 Danni Yang , Zhikang Chen , Sen Cui , Mengyue Yang , Ding Li , Abudukelimu Wuerkaixi , Haoxuan Li , Jinke Ren , Mingming Gong

Collaborative data collection initiatives are increasingly becoming pivotal to cultural institutions and scholars, to boost the population of born-digital archives. For over a decade, organisations have been leveraging Semantic Web…

数字图书馆 · 计算机科学 2022-06-17 Marilena Daquino , Mari Wigham , Enrico Daga , Lucia Giagnolini , Francesca Tomasi

The recent advancements of the Semantic Web and Linked Data have changed the working of the traditional web. There is significant adoption of the Resource Description Framework (RDF) format for saving of web-based data. This massive…

数据库 · 计算机科学 2020-09-24 Waqas Ali , Muhammad Saleem , Bin Yao , Aidan Hogan , Axel-Cyrille Ngonga Ngomo

Distributed collaborative software development tends to make artifacts and decisions inconsistent and uncertain. We try to solve this problem by providing an information repository to reflect the state of works precisely, by managing the…

软件工程 · 计算机科学 2012-12-11 Phan Thi Thanh Huyen , Koichiro Ochimizu

Stateful applications and virtualized network functions (VNFs) can benefit from state externalization to increase their reliability, scalability, and inter-operability. To keep and share the externalized state, distributed data stores…

分布式、并行与集群计算 · 计算机科学 2017-09-25 Ruben Mayer , Harshit Gupta , Enrique Saurez , Umakishore Ramachandran

Enterprise information systems have adopted Web-based foundations for exchanges between heterogeneous programmes. These programs provide and consume via Web APIs some resources identified by URIs, whose representations are transmitted via…

人工智能 · 计算机科学 2020-07-28 Mathieu Lirzin , Béatrice Markhoff

In an era of software crisis, the move of firms towards distributed software development teams is being challenged by emerging collaboration issues. On this matter, the open-source phenomenon may shed some light, as successful cases on…

计算机与社会 · 计算机科学 2014-08-15 Jose Teixeira , Tingting Lin

In this paper, we introduce a decentralized digital twin (DDT) framework for dynamical systems and discuss the prospects of the DDT modeling paradigm in computational science and engineering applications. The DDT approach is built on a…

机器学习 · 计算机科学 2022-07-26 Omer San , Suraj Pawar , Adil Rasheed

With the increasing importance of data sharing for collaboration and innovation, it is becoming more important to ensure that data is managed and shared in a secure and trustworthy manner. Data governance is a common approach to managing…

In this paper we consider online distributed learning problems. Online distributed learning refers to the process of training learning models on distributed data sources. In our setting a set of agents need to cooperatively train a learning…

机器学习 · 计算机科学 2024-05-07 Nicola Bastianello , Apostolos I. Rikos , Karl H. Johansson

This paper describes a distributed collaborative wiki-based platform that has been designed to facilitate the development of Semantic Web applications. The applications designed using this platform are able to build semantic data through…

软件工程 · 计算机科学 2008-06-10 Mariano Rico , David Camacho , Oscar Corcho

Distributed Ledger Technology (DLT) is a shared, synchronized and replicated data spread spatially and temporally with no centralized administration and/or storage. Each node has a complete and identical set of records. All participants…

量子物理 · 物理学 2019-09-26 Nils Paz , Steven Silverman , John Harmon

Machine Learning systems rely on data for training, input and ongoing feedback and validation. Data in the field can come from varied sources, often anonymous or unknown to the ultimate users of the data. Whenever data is sourced and used,…

计算机与社会 · 计算机科学 2019-04-08 Iain Barclay , Alun Preece , Ian Taylor , Dinesh Verma

Despite great advances in the area of Semantic Web, industry rather seldom adopts Semantic Web technologies and their storage and query concepts. Instead, relational databases (RDB) are often deployed to store business-critical data, which…

数据库 · 计算机科学 2021-08-02 Markus Schröder , Michael Schulze , Christian Jilek , Andreas Dengel