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Author : Leonidas Galanis
Publisher :
ISBN 13 :
Total Pages : 176 pages
Book Rating : 4.:/5 (89 download)
Download or read book Towards a Data-centric Internet written by Leonidas Galanis and published by . This book was released on 2004 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Yu Liu
Publisher : Linköping University Electronic Press
ISBN 13 : 9175190133
Total Pages : 43 pages
Book Rating : 4.1/5 (751 download)
Download or read book A Data-centric Internet of Things Framework Based on Public Cloud written by Yu Liu and published by Linköping University Electronic Press. This book was released on 2019-08-21 with total page 43 pages. Available in PDF, EPUB and Kindle. Book excerpt: The pervasive application of Internet of Things (IoT) has been seen in many aspects in human daily life and industrial production. The concept of IoT originates from traditional machine-to-machine (M2M) communications which aimed at solving domain-specific and applicationspecific problems. Today, the rapid progress of communication technologies, the maturation of Internet infrastructures, the continuously reduced cost of sensors, and emergence of more open standards, have witnessed the approaching of the expected IoT era, which envisions full connectivity between the physical world and the digital world via the Internet protocol. The popularity of cloud computing technology has enhanced this IoT transform, benefiting from the superior computing capability and flexible data storage, let alone the security, reliability and scalability advantages. However, there are still a series of obstacles confronted by the industry in deployment of IoT services. First, due to the heterogeneity of hardware devices and application scenarios, the interoperability and compatibility between link-layer protocols, sub-systems and back-end services are significantly challenging. Second, the device management requires a uniform scheme to implement the commissioning, communication, authorization and identity management to guarantee security. Last, the heterogeneity of data format, speed and storage mechanism for different services pose a challenge to further data mining. This thesis aims to solve these aforementioned challenges by proposing a data-centric IoT framework based on public cloud platforms. It targets at providing a universal architecture to facilitate the deployment of IoT services in massive IoT and broadband IoT categories. The framework involves three representative communication protocols, namely WiFi, Thread and Lo-RaWAN, to enable support for local, personal, and wide area networks. A security assessment taxonomy for wireless communications in building automation networks is proposed as a tool to evaluate the security performance of adopted protocols, so as to mitigate potential network flaws and guarantee the security. Azure cloud platform is adopted in the framework to provide device management, data processing and storage, visualization, and intelligent services, thanks to the mature cloud infrastructure and the uniform device model and data model. We also exhibit the value of the study by applying the framework into the digitalization procedure of the green plant wall industry. Based on the framework, a remote monitoring and management system for green plant wall is developed as a showcase to validate the feasibility. Furthermore, three specialized visualization methods are proposed and a neuron network-based anomaly detection method is deployed in the project, showing the potential of the framework in terms of data analytics and intelligence.
Author : Charu C. Aggarwal
Publisher : Springer Science & Business Media
ISBN 13 : 1461463092
Total Pages : 547 pages
Book Rating : 4.4/5 (614 download)
Download or read book Managing and Mining Sensor Data written by Charu C. Aggarwal and published by Springer Science & Business Media. This book was released on 2013-01-15 with total page 547 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in hardware technology have lead to an ability to collect data with the use of a variety of sensor technologies. In particular sensor notes have become cheaper and more efficient, and have even been integrated into day-to-day devices of use, such as mobile phones. This has lead to a much larger scale of applicability and mining of sensor data sets. The human-centric aspect of sensor data has created tremendous opportunities in integrating social aspects of sensor data collection into the mining process. Managing and Mining Sensor Data is a contributed volume by prominent leaders in this field, targeting advanced-level students in computer science as a secondary text book or reference. Practitioners and researchers working in this field will also find this book useful.
Author : Yanni Alexander Loukissas
Publisher : MIT Press
ISBN 13 : 0262039664
Total Pages : 267 pages
Book Rating : 4.2/5 (62 download)
Download or read book All Data Are Local written by Yanni Alexander Loukissas and published by MIT Press. This book was released on 2019-04-30 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to analyze data settings rather than data sets, acknowledging the meaning-making power of the local. In our data-driven society, it is too easy to assume the transparency of data. Instead, Yanni Loukissas argues in All Data Are Local, we should approach data sets with an awareness that data are created by humans and their dutiful machines, at a time, in a place, with the instruments at hand, for audiences that are conditioned to receive them. The term data set implies something discrete, complete, and portable, but it is none of those things. Examining a series of data sources important for understanding the state of public life in the United States—Harvard's Arnold Arboretum, the Digital Public Library of America, UCLA's Television News Archive, and the real estate marketplace Zillow—Loukissas shows us how to analyze data settings rather than data sets. Loukissas sets out six principles: all data are local; data have complex attachments to place; data are collected from heterogeneous sources; data and algorithms are inextricably entangled; interfaces recontextualize data; and data are indexes to local knowledge. He then provides a set of practical guidelines to follow. To make his argument, Loukissas employs a combination of qualitative research on data cultures and exploratory data visualizations. Rebutting the “myth of digital universalism,” Loukissas reminds us of the meaning-making power of the local.
Author : V. Sridhar
Publisher : Taylor & Francis
ISBN 13 : 1000483126
Total Pages : 305 pages
Book Rating : 4.0/5 (4 download)
Download or read book Data-centric Living written by V. Sridhar and published by Taylor & Francis. This book was released on 2021-11-29 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores how data about our everyday online behaviour are collected and how they are processed in various ways by algorithms powered by Artificial Intelligence (AI) and Machine Learning (ML). The book investigates the socioeconomic effects of these technologies, and the evolving regulatory landscape that is aiming to nurture the positive effects of these technology evolutions while at the same time curbing possible negative practices. The volume scrutinizes growing concerns on how algorithmic decisions can sometimes be biased and discriminative; how autonomous systems can possibly disrupt and impact the labour markets, resulting in job losses in several traditional sectors while creating unprecedented opportunities in others; the rapid evolution of social media that can be addictive at times resulting in associated mental health issues; and the way digital Identities are evolving around the world and their impact on provisioning of government services. The book also provides an in-depth understanding of regulations around the world to protect privacy of data subjects in the online world; a glimpse of how data is used as a digital public good in combating Covid pandemic; and how ethical standards in autonomous systems are evolving in the digital world. A timely intervention in this fast-evolving field, this book will be useful for scholars and researchers of digital humanities, business and management, internet studies, data sciences, political studies, urban sociology, law, media and cultural studies, sociology, cultural anthropology, and science and technology studies. It will also be of immense interest to the general readers seeking insights on daily digital lives.
Author : Aboul Ella Hassanien
Publisher : Academic Press
ISBN 13 : 0128182881
Total Pages : 192 pages
Book Rating : 4.1/5 (281 download)
Download or read book Swarm Intelligence for Resource Management in Internet of Things written by Aboul Ella Hassanien and published by Academic Press. This book was released on 2020-08-18 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: Internet of Things (IoT) is a new platform of various physical objects or “things equipped with sensors, electronics, smart devices, software, and network connections. IoT represents a new revolution of the Internet network which is driven by the recent advances of technologies such as sensor networks (wearable and implantable), mobile devices, networking, and cloud computing technologies. IoT permits these the smart devices to collect, store and analyze the collected data with limited storage and processing capacities. Swarm Intelligence for Resource Management in the Internet of Things presents a new approach in Artificial Intelligence that can be used for resources management in IoT, which is considered a critical issue for this network. The authors demonstrate these resource management applications using swarm intelligence techniques. Currently, IoT can be used in many important applications which include healthcare, smart cities, smart homes, smart hospitals, environment monitoring, and video surveillance. IoT devices cannot perform complex on-site data processing due to their limited battery and processing. However, the major processing unit of an application can be transmitted to other nodes, which are more powerful in terms of storage and processing. By applying swarm intelligence algorithms for IoT devices, we can provide major advantages for energy saving in IoT devices. Swarm Intelligence for Resource Management in the Internet of Things shows the reader how to overcome the problems and challenges of creating and implementing swarm intelligence algorithms for each application Examines the development and application of swarm intelligence systems in artificial intelligence as applied to the Internet of Things Discusses intelligent techniques for the implementation of swarm intelligence in IoT Prepared for researchers and specialists who are interested in the use and integration of IoT and cloud computing technologies
Author : Massimo Ficco
Publisher : Academic Press
ISBN 13 : 012811374X
Total Pages : 368 pages
Book Rating : 4.1/5 (281 download)
Download or read book Security and Resilience in Intelligent Data-Centric Systems and Communication Networks written by Massimo Ficco and published by Academic Press. This book was released on 2017-09-29 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Security and Resilience in Intelligent Data-Centric Systems and Communication Networks presents current, state-of-the-art work on novel research in theoretical and practical resilience and security aspects of intelligent data-centric critical systems and networks. The book analyzes concepts and technologies that are successfully used in the implementation of intelligent data-centric critical systems and communication networks, also touching on future developments. In addition, readers will find in-demand information for domain experts and developers who want to understand and realize the aspects (opportunities and challenges) of using emerging technologies for designing and developing more secure and resilient intelligent data-centric critical systems and communication networks. Topics covered include airports, seaports, rail transport systems, plants for the provision of water and energy, and business transactional systems. The book is well suited for researchers and PhD interested in the use of security and resilient computing technologies. Includes tools and techniques to prevent and avoid both accidental and malicious behaviors Explains the state-of-the-art technological solutions for main issues hindering the development of monitoring and reaction solutions Describes new methods and technologies, advanced prototypes, systems, tools and techniques of future direction
Author : Don DeLoach
Publisher : Bookbaby
ISBN 13 : 9781543903522
Total Pages : 0 pages
Book Rating : 4.9/5 (35 download)
Download or read book The Future of IoT written by Don DeLoach and published by Bookbaby. This book was released on 2017-07-03 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Future of IoT is written for executives and senior managers of both enterprise organizations and technology companies alike to better understand the progression of the Internet of Things; how and why the data from these systems is becoming the most important element of the equation, how to best leverage the data, and the opportunities that lie ahead for those who get it right. It guides the reader through how IoT has evolved from simple closed-loop alerting systems to ecosystems where the carefully orchestrated artifacts of the mountains of IoT data can drive insight and action previously unattainable. For leaders in any organization impacted by the Internet of Things, which is virtually any organization on Earth, this book provides clear insight into how to bolster their effectiveness and likely, their career and personal gratification. We worked together to write this book because we really believe that the Internet of Things, if leveraged effectively, not only will impact the bottom line of countless companies, but that it will truly change life on earth as we know it, both for those seeking economic advantages, and for those who, knowingly or not, will simply be able to live life better because of the Internet of Things.
Author : Aaron Woody
Publisher : Packt Publishing Ltd
ISBN 13 : 1849685975
Total Pages : 455 pages
Book Rating : 4.8/5 (496 download)
Download or read book Enterprise Security written by Aaron Woody and published by Packt Publishing Ltd. This book was released on 2013-01-01 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to applying data-centric security concepts for securing enterprise data to enable an agile enterprise.
Author : David Hall
Publisher : CRC Press
ISBN 13 : 1439860335
Total Pages : 498 pages
Book Rating : 4.4/5 (398 download)
Download or read book Distributed Data Fusion for Network-Centric Operations written by David Hall and published by CRC Press. This book was released on 2017-12-19 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the recent proliferation of service-oriented architectures (SOA), cloud computing technologies, and distributed-interconnected systems, distributed fusion is taking on a larger role in a variety of applications—from environmental monitoring and crisis management to intelligent buildings and defense. Drawing on the work of leading experts around the world, Distributed Data Fusion for Network-Centric Operations examines the state of the art of data fusion in a distributed sensing, communications, and computing environment. Get Insight into Designing and Implementing Data Fusion in a Distributed Network Addressing the entirety of information fusion, the contributors cover everything from signal and image processing, through estimation, to situation awareness. In particular, the work offers a timely look at the issues and solutions involving fusion within a distributed network enterprise. These include critical design problems, such as how to maintain a pedigree of agents or nodes that receive information, provide their contribution to the dataset, and pass to other network components. The book also tackles dynamic data sharing within a network-centric enterprise, distributed fusion effects on state estimation, graph-theoretic methods to optimize fusion performance, human engineering factors, and computer ontologies for higher levels of situation assessment. A comprehensive introduction to this emerging field and its challenges, the book explores how data fusion can be used within grid, distributed, and cloud computing architectures. Bringing together both theoretical and applied research perspectives, this is a valuable reference for fusion researchers and practitioners. It offers guidance and insight for those working on the complex issues of designing and implementing distributed, decentralized information fusion.
Author : Arthur Langer
Publisher : Springer Nature
ISBN 13 : 3031264010
Total Pages : 291 pages
Book Rating : 4.0/5 (312 download)
Download or read book Developing a Path to Data Dominance written by Arthur Langer and published by Springer Nature. This book was released on 2023-04-25 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most existing companies struggle currently because they lack the tools and strategies to move product departments into independent platforms that can be retrofitted to form dynamic new products based on consumer demands. This book provides managers and professionals with the necessary approaches for designing software and hardware architectures to support data platform organizations. Specifically, it demonstrates how to automate the decomposition of existing platforms into smaller parts that can be reused to form new variations. This task requires significant analysis and design methodologies and procedures to create an infrastructure based on data as opposed to products. These new knowledge bases allow data-centric professionals to pursue actions that can better predict and respond to the unexpected. Featuring case examples from companies such as Lego, FedEx, General Electric (GE), Pfizer, P&G and more, this book is appropriate for C-level executives engaged in the digital transformation of their firms; entrepreneurs of digital platform companies; and senior software engineers that need to design Internet of Things (IoT) devices and integrate them with block chain and multi-cloud architectures. In addition, this book is also useful for graduate-level coursework in data science.
Author : Jacob Hammer Pederson
Publisher : Apress
ISBN 13 : 9781861005922
Total Pages : 822 pages
Book Rating : 4.0/5 (59 download)
Download or read book DATA CENTRIC.NET, written by Jacob Hammer Pederson and published by Apress. This book was released on 2001-12-23 with total page 822 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development of the .NET Framework, with the associated release of the C# programming language, is set to stimulate a new wave of application development. This book aims to provide the information needed to develop powerful data-centric applications using C#. To do this it covers the new features of ADO.NET that deliver efficient data access and manipulation, and the XML handling capabilities of the .NET Framework. Accepting that data-centric applications will utilize a variety of sources and inputs, it also looks at additional topics such as using ADO with C#, Messaging Services, and utililizing the Registry and Active Directory. This information is put into context within a number of case studies including one showing how to migrate an application from Visual Basic 6 to C#.
Author : Ajith Abraham
Publisher : Academic Press
ISBN 13 : 0128236957
Total Pages : 578 pages
Book Rating : 4.1/5 (282 download)
Download or read book AI, Edge and IoT-based Smart Agriculture written by Ajith Abraham and published by Academic Press. This book was released on 2021-11-10 with total page 578 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI, Edge, and IoT Smart Agriculture integrates applications of IoT, edge computing, and data analytics for sustainable agricultural development and introduces Edge of Thing-based data analytics and IoT for predictability of crop, soil, and plant disease occurrence for improved sustainability and increased profitability. The book also addresses precision irrigation, precision horticulture, greenhouse IoT, livestock monitoring, IoT ecosystem for agriculture, mobile robot for precision agriculture, energy monitoring, storage management, and smart farming. The book provides an overarching focus on sustainable environment and sustainable economic development through smart and e-agriculture. Providing a medium for the exchange of expertise and inspiration, contributions from both smart agriculture and data mining researchers around the world provide foundational insights. The book provides practical application opportunities for the resolution of real-world problems, including contributions from the data mining, data analytics, Edge of Things, and cloud research communities working in the farming production sector. The book offers broad coverage of the concepts, themes, and instruments of this important and evolving area of IOT-based agriculture, Edge of Things and cloud-based farming, Greenhouse IOT, mobile agriculture, sustainable agriculture, and big data analytics in agriculture toward smart farming. Integrates sustainable agriculture, Greenhouse IOT, precision agriculture, crops monitoring, crops controlling to prediction, livestock monitoring, and farm management Presents data mining techniques for precision agriculture, including weather prediction, plant disease prediction, and decision support for crop and soil selection Promotes the importance and uses in managing the agro ecosystem for food security Emphasizes low energy usage options for low cost and environmental sustainability
Author : Parikshit N. Mahalle
Publisher : Springer Nature
ISBN 13 : 9819963532
Total Pages : 137 pages
Book Rating : 4.8/5 (199 download)
Download or read book Data Centric Artificial Intelligence: A Beginner’s Guide written by Parikshit N. Mahalle and published by Springer Nature. This book was released on 2023-11-11 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the best research roadmaps, strategies, and challenges in data-centric approach of artificial intelligence (AI) in various domains. It presents comparative studies of model-centric and data-centric AI. It also highlights different phases in data-centric approach and data-centric principles. The book presents prominent use cases of data-centric AI. It serves as a reference guide for researchers and practitioners in academia and industry.
Author : Mehak Khurana
Publisher : Chapman & Hall/CRC
ISBN 13 : 9781003206088
Total Pages : 224 pages
Book Rating : 4.2/5 (6 download)
Download or read book Security Analytics written by Mehak Khurana and published by Chapman & Hall/CRC. This book was released on 2022 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book gives a comprehensive overview of security issues in cyber physical systems by examining and analyzing the vulnerabilities. It also brings current understanding of common web vulnerabilities and its analysis while maintaining awareness and knowledge of contemporary standards, practices, procedures and methods of Open Web Application Security Project. This book is a medium to funnel creative energy and develop new skills of hacking and analysis of security and expedites the learning of the basics of investigating crimes, including intrusion from the outside and damaging practices from the inside, how criminals apply across devices, networks, and the internet at large and analysis of security data. Features Helps to develop an understanding of how to acquire, prepare, visualize security data. Unfolds the unventured sides of the cyber security analytics and helps spread awareness of the new technological boons. Focuses on the analysis of latest development, challenges, ways for detection and mitigation of attacks, advanced technologies, and methodologies in this area. Designs analytical models to help detect malicious behaviour. The book provides a complete view of data analytics to the readers which include cyber security issues, analysis, threats, vulnerabilities, novel ideas, analysis of latest techniques and technology, mitigation of threats and attacks along with demonstration of practical applications, and is suitable for a wide-ranging audience from graduates to professionals/practitioners and researchers.
Author : Bhaskar Krishnamachari
Publisher : Cambridge University Press
ISBN 13 : 9781139447669
Total Pages : 224 pages
Book Rating : 4.4/5 (476 download)
Download or read book Networking Wireless Sensors written by Bhaskar Krishnamachari and published by Cambridge University Press. This book was released on 2005-12-22 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wireless sensor networks promise an unprecedented fine-grained interface between the virtual and physical worlds. They are one of the most rapidly developing information technologies, with applications in a wide range of fields including industrial process control, security and surveillance, environmental sensing, and structural health monitoring. Originally published in 2005, this book provides a detailed and organized survey of the field. It shows how the core challenges of energy efficiency, robustness, and autonomy are addressed in these systems by networking techniques across multiple layers. The topics covered include network deployment, localization, time synchronization, wireless radio characteristics, medium-access, topology control, routing, data-centric techniques, and transport protocols. Ideal for researchers and designers seeking to create algorithms and protocols and engineers implementing integrated solutions, it also contains many exercises and can be used by graduate students taking courses in networks.
Author : Roberto Lofaro
Publisher : Independently Published
ISBN 13 : 9781794049963
Total Pages : 100 pages
Book Rating : 4.0/5 (499 download)
Download or read book From #dataleaks to #consentdata: Beginning the Journey Toward a Data-Centric Society written by Roberto Lofaro and published by Independently Published. This book was released on 2019-01-16 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: This mini-book is focused on moving toward a data-centric society.Since we started using smartphones and, through them, services on the cloud, we got used to data leaks- or: disclosure without our explicit consent.The trend toward urbanization, expansion of the number of devices that will be always connected with an ever faster Internet, data storage on the cloud will create the opportunity for a data-centric society.Or: a society where any data generated, whatever the source, could contribute to both social and individual well being.This short book (or extended essay) is just part of a series of collected thoughts and analysis.Focus: the impact of social and technological change on traditional management practices.Aim: to raise informed questions, not to provide answersJoin the discussion on http: //www.linkedin.com/in/robertolofaroThis series has just a common thread: repeating that "connect experience and knowledge to initiate change" approach, but focusing each time on a specific issue.
