Christos Doulkeridis – författare
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4 produkter
4 produkter
553 kr
Skickas inom 10-15 vardagar
Applications that require a high degree of distribution and loosely-coupled connectivity are ubiquitous in various domains, including scientific databases, bioinformatics, and multimedia retrieval. In all these applications, data is typically voluminous and multidimensional, and support for advanced query operators is required for effective querying and efficient processing. To address this challenge, we adopt a hybrid P2P architecture and propose novel indexing and query processing algorithms. We present a scalable framework that relies on data summaries that are distributed and maintained as multidimensional routing indices. Different types of data summaries enable efficient processing of a variety of advanced query operators.
Big Data Analytics for Time-Critical Mobility Forecasting
From Raw Data to Trajectory-Oriented Mobility Analytics in the Aviation and Maritime Domains
Inbunden, Engelska, 2020
1 810 kr
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Next, Part III describes solutions toward processing and managing big spatio-temporal data, particularly enriching data streams and integrating streamed and archival data to provide coherent views of mobility, and storing of integrated mobility data in large distributed knowledge graphs for efficient query-answering.
Big Data Analytics for Time-Critical Mobility Forecasting
From Raw Data to Trajectory-Oriented Mobility Analytics in the Aviation and Maritime Domains
Häftad, Engelska, 2021
1 808 kr
Skickas inom 10-15 vardagar
Next, Part III describes solutions toward processing and managing big spatio-temporal data, particularly enriching data streams and integrating streamed and archival data to provide coherent views of mobility, and storing of integrated mobility data in large distributed knowledge graphs for efficient query-answering.
Del 10731 - Lecture Notes in Computer Science
Mobility Analytics for Spatio-Temporal and Social Data
First International Workshop, MATES 2017, Munich, Germany, September 1, 2017, Revised Selected Papers
Häftad, Engelska, 2018
453 kr
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This book constitutes the refereed post-conference proceedings of the First International Workshop on Mobility Analytics for Spatio-Temporal and Social Data, MATES 2017, held in Munich, Germany, in September 2017.The 6 revised full papers and 2 short papers included in this volume were carefully reviewed and selected from 13 submissions. Also included are two keynote speeches. The papers intend to raise awareness of real-world problems in critical domains which require novel data management solutions. They are organized in two thematic sections: social network analytics and applications, and spatio-temporal mobility analytics.