Paolo Trunfio's Books

Programming Big Data Applications: Scalable Tools And Frameworks For Your Needs

By: Domenico Talia,Paolo Trunfio,Fabrizio Marozzo,Loris Belcastro,Riccardo Cantini,Alessio Orsino

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Programming Big Data Applications: Scalable Tools And Frameworks For Your Needs

By: Domenico Talia,Paolo Trunfio,Fabrizio Marozzo,Loris Belcastro,Riccardo Cantini,Alessio Orsino

In the age of the Internet of Things and social media platforms, huge amounts of digital data are generated by and collected from many sources, including sensors, mobile devices, wearable trackers and security cameras. These data, commonly referred to as big data, are challenging current storage, processing and analysis capabilities. New models, languages, systems and algorithms continue to be developed to effectively collect, store, analyze and learn from big data.Programming Big Data Applications introduces and discusses models, programming frameworks and algorithms to process and analyze large amounts of data. In particular, the book provides an in-depth description of the properties and mechanisms of the main programming paradigms for big data analysis, including MapReduce, workflow, BSP, message passing, and SQL-like. Through programming examples it also describes the most used frameworks for big data analysis like Hadoop, Spark, MPI, Hive and Storm. Each of the different systems is discussed and compared, highlighting their main features, their diffusion (both within their community of developers and among users), and their main advantages and disadvantages in implementing big data analysis applications.

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Page Count

296

Publisher

World Scientific

Published Date

ISBN 10

180061506X

ISBN 13

9781800615069

Service-Oriented Distributed Knowledge Discovery

By: Domenico Talia,Paolo Trunfio

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Service-Oriented Distributed Knowledge Discovery

By: Domenico Talia,Paolo Trunfio

A new approach to distributed large-scale data mining, service-oriented knowledge discovery extracts useful knowledge from today's often unmanageable volumes of data by exploiting data mining and machine learning distributed models and techniques in service-oriented infrastructures. Service-Oriented Distributed Knowledge Discovery presents techniqu

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Page Count

224

Publisher

CRC Press

Published Date

ISBN 10

1439875332

ISBN 13

9781439875339

Data Analysis in the Cloud

Models, Techniques and Applications

By: Domenico Talia,Paolo Trunfio,Fabrizio Marozzo

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Data Analysis in the Cloud

Models, Techniques and Applications

By: Domenico Talia,Paolo Trunfio,Fabrizio Marozzo

Data Analysis in the Cloud introduces and discusses models, methods, techniques, and systems to analyze the large number of digital data sources available on the Internet using the computing and storage facilities of the cloud. Coverage includes scalable data mining and knowledge discovery techniques together with cloud computing concepts, models, and systems. Specific sections focus on map-reduce and NoSQL models. The book also includes techniques for conducting high-performance distributed analysis of large data on clouds. Finally, the book examines research trends such as Big Data pervasive computing, data-intensive exascale computing, and massive social network analysis. - Introduces data analysis techniques and cloud computing concepts - Describes cloud-based models and systems for Big Data analytics - Provides examples of the state-of-the-art in cloud data analysis - Explains how to develop large-scale data mining applications on clouds - Outlines the main research trends in the area of scalable Big Data analysis

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Page Count

152

Publisher

Elsevier

Published Date

ISBN 10

0128029145

ISBN 13

9780128029145

(Re)Discovering Proximity

Generating New Urbanity—An Action Research for Milan

By: Marika Fior,Paolo Galuzzi,Gabriele Pasqui,Piergiorgio Vitillo

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(Re)Discovering Proximity

Generating New Urbanity—An Action Research for Milan

By: Marika Fior,Paolo Galuzzi,Gabriele Pasqui,Piergiorgio Vitillo

This book explores the topic of proximity and its relations in the design of contemporary urban fabrics and public spaces. The effects of the COVID-19 pandemic and reflections on the future of cities have lately shed light on the concept of proximity, which is intended as the relationship between communities and urban functions and as relations among people, built spaces, and open spaces. The proximity is a historic and fertile field of interest for American and Northern European urban studies; it is a spatial and social program seemingly surpassed by the styles and rhythms of contemporary city life, but today it is back in vogue with different purposes. Meanwhile, the action research developed by the Department of Architecture and Urban Studies at the Politecnico di Milano for the Municipality of Milan reached its conclusion (2018–2020). The research work focused on contextualizing the new M4 Metro line stations under construction, and jointed mobility flows and places, long-range networks and local ones, boosting the idea of metro stations as regenerative urban thresholds and urban platforms for enabling environmental, sustainable settlement, and active mobility systems. In other words, the action research for Milan shows how to achieve the concept of proximity in the urban design practice in a dense, stratified, and complex urban context.

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Page Count

141

Publisher

Springer Nature

Published Date

ISBN 10

3031089588

ISBN 13

9783031089589

Data Analysis in the Cloud

Models, Techniques and Applications

By: Domenico Talia,Paolo Trunfio,Fabrizio Marozzo

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Data Analysis in the Cloud

Models, Techniques and Applications

By: Domenico Talia,Paolo Trunfio,Fabrizio Marozzo

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Page Count

152

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Elsevier

Published Date

ISBN 10

0128029145

ISBN 13

9780128029145

Service-Oriented Distributed Knowledge Discovery

By: Domenico Talia,Paolo Trunfio

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Service-Oriented Distributed Knowledge Discovery

By: Domenico Talia,Paolo Trunfio

A new approach to distributed large-scale data mining, service-oriented knowledge discovery extracts useful knowledge from today’s often unmanageable volumes of data by exploiting data mining and machine learning distributed models and techniques in service-oriented infrastructures. Service-Oriented Distributed Knowledge Discovery presents techniques, algorithms, and systems based on the service-oriented paradigm. Through detailed descriptions of real software systems, it shows how the techniques, models, and architectures can be implemented. The book covers key areas in data mining and service-oriented computing. It presents the concepts and principles of distributed knowledge discovery and service-oriented data mining. The authors illustrate how to design services for data analytics, describe real systems for implementing distributed knowledge discovery applications, and explore mobile data mining models. They also discuss the future role of service-oriented knowledge discovery in ubiquitous discovery processes and large-scale data analytics. Highlighting the latest achievements in the field, the book gives many examples of the state of the art in service-oriented knowledge discovery. Both novices and more seasoned researchers will learn useful concepts related to distributed data mining and service-oriented data analysis. Developers will also gain insight on how to successfully use service-oriented knowledge discovery in databases (KDD) frameworks.

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Page Count

233

Publisher

CRC Press

Published Date

ISBN 10

1439875316

ISBN 13

9781439875315

Programming Big Data Applications: Scalable Tools And Frameworks For Your Needs

By: Domenico Talia,Paolo Trunfio,Fabrizio Marozzo,Loris Belcastro,Riccardo Cantini,Alessio Orsino

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Programming Big Data Applications: Scalable Tools And Frameworks For Your Needs

By: Domenico Talia,Paolo Trunfio,Fabrizio Marozzo,Loris Belcastro,Riccardo Cantini,Alessio Orsino

Average ratings

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Write a review

Solve jigsaw puzzle

Age

Page Count

296

Publisher

World Scientific

Published Date

ISBN 10

180061506X

ISBN 13

9781800615069

Book's by Paolo Trunfio

Programming Big Data Applications: Scalable Tools And Frameworks For Your Needs

Programming Big Data Applications: Scalable Tools And Frameworks For Your Needs

Service-Oriented Distributed Knowledge Discovery

Service-Oriented Distributed Knowledge Discovery

Data Analysis in the Cloud

Data Analysis in the Cloud

(Re)Discovering Proximity

(Re)Discovering Proximity

Data Analysis in the Cloud

Data Analysis in the Cloud

Service-Oriented Distributed Knowledge Discovery

Service-Oriented Distributed Knowledge Discovery

Programming Big Data Applications: Scalable Tools And Frameworks For Your Needs

Programming Big Data Applications: Scalable Tools And Frameworks For Your Needs

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