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Assessing and improving the quality of data are fundamental challenges for data-intensive systems that have given rise to applications targeting transformation and cleaning of data. However, while schema design, data cleaning, and data…

数据库 · 计算机科学 2017-03-28 Rada Chirkova , Jon Doyle , Juan L. Reutter

Internet-of-Things (IoT) envisions an intelligent infrastructure of networked smart devices offering task-specific monitoring and control services. The unique features of IoT include extreme heterogeneity, massive number of devices, and…

系统与控制 · 计算机科学 2018-10-30 Tianyi Chen , Sergio Barbarossa , Xin Wang , Georgios B. Giannakis , Zhi-Li Zhang

Modern and next generation digital infrastructures are technically based on service oriented structures, cloud services, and other architectures that compose large systems from smaller subsystems. The composition of subsystems is…

软件工程 · 计算机科学 2020-09-30 Peter Fettke , Wolfgang Reisig

The availability of both structured and unstructured databases, such as electronic health data, social media data, patent data, and surveys that are often updated in real time, among others, has grown rapidly over the past decade. With this…

数据库 · 计算机科学 2023-07-26 Rebecca C. Steorts

Information integration plays a pivotal role in biomedical studies by facilitating the combination and analysis of independent datasets from multiple studies, thereby uncovering valuable insights that might otherwise remain obscured due to…

统计方法学 · 统计学 2024-07-02 Chixiang Chen , Jia Liang , Elynn Chen , Ming Wang

Modern science and engineering computing environments often feature storage systems of different types, from parallel file systems in high-performance computing centers to object stores operated by cloud providers. To enable easy, reliable,…

分布式、并行与集群计算 · 计算机科学 2021-06-04 Zhengchun Liu , Rajkumar Kettimuthu , Joaquin Chung , Rachana Ananthakrishnan , Michael Link , Ian Foster

Big Data technology is described. Big data is a popular term used to describe the exponential growth and availability of data, both structured and unstructured. There is constructed dataspace architecture. Dataspace has focused solely - and…

数据库 · 计算机科学 2019-05-07 Nataliya Shakhovska , Yurii Bolubash

The goal of this dissertation is to design efficient data aggregation frameworks for massive IoT networks in different scenarios to support the proper functioning of IoT analytics layer. This dissertation includes modern algorithmic…

网络与互联网体系结构 · 计算机科学 2019-07-29 Sunny Sanyal

Network slicing is a crucial enabler and a trend for the Next Generation Mobile Network (NGMN) and various other new systems like the Internet of Vehicles (IoV) and Industrial IoT (IIoT). Orchestration and machine learning are key elements…

网络与互联网体系结构 · 计算机科学 2024-01-15 Rodrigo Moreira , Flavio de Oliveira Silva , Tereza Cristina Melo de Brito Carvalho , Joberto S. B. Martins

The adoption of microservice architecture has seen a considerable upswing in recent years, mainly driven by the need to modernize legacy systems and address their limitations. Legacy systems, typically designed as monolithic applications,…

A common feature across many science and engineering applications is the amount and diversity of data and computation that must be integrated to yield insights. Data sets are growing larger and becoming distributed; and their location,…

分布式、并行与集群计算 · 计算机科学 2016-09-14 Shantenu Jha , Daniel S. Katz , Andre Luckow , Omer Rana , Yogesh Simmhan , Neil Chue Hong

Computing has passed through many transformations since the birth of the first computing machines. Developments in technology have resulted in the availability of fast and inexpensive processors, and progresses in communication technology…

分布式、并行与集群计算 · 计算机科学 2009-11-24 Sabu M. Thampi

The progressive installation of renewable energy sources requires the coordination of energy consuming devices. At consumer level, this coordination can be done by a home energy management system (HEMS). Interoperability issues need to be…

其他计算机科学 · 计算机科学 2014-06-13 Dominik Egarter , Andrea Monacchi , Tamer Khatib , Wilfried Elmenreich

The theoretical foundations of a new model and paradigm (called TIE) for data storage and access are introduced. Associations between data elements are stored in a single Matrix table, which is usually kept entirely in RAM for quick access.…

数据库 · 计算机科学 2007-05-23 Jerzy Lewak

This paper advocates for guiding an effective system implementation approach at a business process level. It details a case study of a food product manufacturer that transitioned to a new local information system. 41 units' data (10160…

系统与控制 · 电气工程与系统科学 2024-07-30 Negin Maddah

Data grid is a distributed computing architecture that integrates a large number of data and computing resources into a single virtual data management system. It enables the sharing and coordinated use of data from various resources and…

分布式、并行与集群计算 · 计算机科学 2013-08-29 A. S. Syed Navaz , C. Prabhadevi , V. Sangeetha

In many scenarios, such as emergency response or ad hoc collaboration, it is critical to reduce the overhead in integrating data. Ideally, one could perform the entire process interactively under one unified interface: defining extractors…

After decades of engineering development and infrastructural investment, Internet connections have become commodity product in many countries, and Internet scale "cloud computing" has started to compete with traditional software business…

分布式、并行与集群计算 · 计算机科学 2010-04-13 S Qamar , Niranjan Lal , Mrityunjay Singh

Despite the increasing need for modeling and implementing Distributed Databases (DDB), distributed database management systems are still quite far from helping the designer to directly implement its BDD. Indeed, the fundamental principle of…

数据库 · 计算机科学 2015-04-14 Fadoua Hassen , Amel Grissa Touzi

Supply chain management encompasses various processes including various conventional logistics activities, and various other processes These processes are supported -- to a certain limit -- by coordination and integration mechanisms which…

多智能体系统 · 计算机科学 2018-11-06 Gilles Neubert , Yacine Ouzrout , Abdelaziz Bouras