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Using artificial intelligence to manage IT operations, also known as AIOps, is a trend that has attracted a lot of interest and anticipation in recent years. The challenge in IT operations is to run steady-state operations without…

计算机与社会 · 计算机科学 2024-01-18 Subhadip Kumar

The Internet of Things (IoT) is undeniably transforming the way that organizations communicate and organize everyday businesses and industrial procedures. Its adoption has proven well suited for sectors that manage a large number of assets…

系统与控制 · 电气工程与系统科学 2024-02-07 Paula Fraga-Lamas , Tiago M. Fernández-Caramés , Manuel Suárez-Albela , Luis Castedo , Miguel González-López

As new technologies move to the fore, our understanding of the world may seem to have shrunk in comparison, for despite new developments in research, much of it is reduced or rather, abstracted for marketability. Thus, the purpose of this…

计算机与社会 · 计算机科学 2017-01-24 Katherine Hughes

Big Data is considered proprietary asset of companies, organizations, and even nations. Turning big data into real treasure requires the support of big data systems. A variety of commercial and open source products have been unleashed for…

分布式、并行与集群计算 · 计算机科学 2017-12-29 Yuqing Zhu , Jianfeng Zhan , Chuliang Weng , Raghunath Nambiar , Jinchao Zhang , Xingzhen Chen , Lei Wang

Data transformation (DT) is a process that transfers the original data into a form which supports a particular classification algorithm and helps to analyze the data for a special purpose. To improve the prediction performance we…

机器学习 · 计算机科学 2023-08-22 Joydeb Kumar Sana , Mohammad Zoynul Abedin , M. Sohel Rahman , M. Saifur Rahman

Successful analytics solutions that provide valuable insights often hinge on the connection of various data sources. While it is often feasible to generate larger data pools within organizations, the application of analytics within…

机器学习 · 计算机科学 2023-03-29 Robin Hirt , Niklas Kühl , Dominik Martin , Gerhard Satzger

Global digitalization has given birth to the explosion of digital services in approximately every sector of contemporary life. Applications of artificial intelligence, blockchain technologies, and internet of things are promising to…

计算机与社会 · 计算机科学 2020-06-15 Nuoa Lei

The Operational Technology Platform as a Service (OTPaaS) initiative provides a structured framework for the efficient management and storage of data. It ensures excellent response times while improving security, reliability, data and…

分布式、并行与集群计算 · 计算机科学 2025-06-27 Carlos J Barrios , Yves Denneulin

In most process control systems nowadays, process measurements are periodically collected and archived in historians. Analytics applications process the data, and provide results offline or in a time period that is considerably slow in…

网络与互联网体系结构 · 计算机科学 2018-02-23 Song Han , Tao Gong , Mark Nixon , Eric Rotvold , Kam-yiu Lam , Krithi Ramamritham

Multidimensional in data warehouse is a compulsion and become the most important for information delivery, without multidimensional data warehouse is incomplete. Multidimensional give the able to analyze business measurement in many…

数据库 · 计算机科学 2010-06-11 H. L. H Spits Warnars

The increasing complexity of IoT applications and the continuous growth in data generated by connected devices have led to significant challenges in managing resources and meeting performance requirements in computing continuum…

分布式、并行与集群计算 · 计算机科学 2025-01-22 Sergio Laso , Ilir Murturi , Pantelis Frangoudis , Juan Luis Herrera , Juan M. Murillo , Schahram Dustdar

The introduction of Information and Communication Technologies (ICT) into public administrations has been radically changing the way organizations cooperate and, more generally, the way to think about business processes over organizational…

软件工程 · 计算机科学 2018-02-26 Flavio Corradini , Alberto Polzonetti , Oliviero Riganelli

DevOps describes a method to reorganize the way different disciplines in software engineering work together to speed up software delivery. However, the introduction of DevOps-methods to organisations is a complex task. A successful…

Metadata management plays a critical role in data governance, resource discovery, and decision-making in the data-driven era. While traditional metadata approaches have primarily focused on organization, classification, and resource reuse,…

数据库 · 计算机科学 2025-07-17 Wenli Yang , Rui Fu , Muhammad Bilal Amin , Byeong Kang

Relational Database Management Systems designed for Online Analytical Processing (RDBMS-OLAP) have been foundational to democratizing data and enabling analytical use cases such as business intelligence and reporting for many years.…

数据库 · 计算机科学 2023-10-16 Dipankar Mazumdar , Jason Hughes , JB Onofre

The Internet of Production (IoP) leverages concepts such as digital shadows, data lakes, and a World Wide Lab (WWL) to advance today's production. Consequently, it requires a technical infrastructure that can support the agile deployment of…

In a data warehousing process, the phase of data integration is crucial. Many methods for data integration have been published in the literature. However, with the development of the Internet, the availability of various types of data…

数据库 · 计算机科学 2008-09-17 Omar Boussaïd , Fadila Bentayeb , Jérôme Darmont

The term, Big Data, has been authored to refer to the extensive heave of data that can't be managed by traditional data handling methods or techniques. The field of Big Data plays an indispensable role in various fields, such as…

计算机与社会 · 计算机科学 2017-10-12 Mashooque Ahmed Memon , Safeeullah Soomro , Awais Khan Jumani , Muneer Ahmed Kartio

In the contemporary age of information, organisations have realised the importance of data to innovate and thereby attain a competitive advantage. As a result, firms are more focused on understanding the potential to achieve data-driven…

计算机与社会 · 计算机科学 2022-12-07 Sasari Samarasinghe , Sachithra Lokuge

The computer network world is changing and the NetDevOps approach has brought the dynamics of applications and systems into the field of communication infrastructure. Businesses are changing and businesses are faced with difficulties…

网络与互联网体系结构 · 计算机科学 2022-04-05 Gilbert Moisio , Alexandre Gonzalvez , Noam Zeitoun