Anomaly Detection and Complex Event Processing over IoT Data Streams

Written By Patrick Schneider
Anomaly Detection and Complex Event Processing over IoT Data Streams
  • Publsiher : Academic Press
  • Release : 01 September 2021
  • ISBN : 0128238194
  • Pages : 270 pages
  • Rating : /5 from reviews
GET THIS BOOKAnomaly Detection and Complex Event Processing over IoT Data Streams


Download or read book entitled Anomaly Detection and Complex Event Processing over IoT Data Streams by author: Patrick Schneider which was release on 01 September 2021 and published by Academic Press with total page 270 pages . This book available in PDF, EPUB and Kindle Format. Anomaly Detection and Complex Event Processing over IoT Data Streams: With Application to eHealth and Patient Data Monitoring presents advanced processing techniques for IoT data streams. The book brings new advances and generalized techniques for processing IoT data streams, semantic data enrichment with contextual information at Edge, Fog and Cloud as well as complex event processing in IoT applications. Bio-metric signals, such as the massive amount of raw ECG signals from the sensors are processed dynamically across the data pipeline and classified with modern machine learning approaches based on the Hierarchical Temporal Memory (HTM) and Convolutional Neural Network (CNN) algorithms. The book discusses adaptive solutions that can be extended to other use cases to enable a complex analysis of patient data in a historical, predictive and even prescriptive application scenario. Provides the state-of-the-art in IoT Data Stream Processing, Semantic Data Enrichment, Reasoning and Knowledge Covers extraction (Anomaly Detection) Illustrates new, scalable and reliable processing techniques based on IoT stream technologies Offers applications to new, real-time anomaly detection scenarios in the health domain

Anomaly Detection and Complex Event Processing over IoT Data Streams

Anomaly Detection and Complex Event Processing over IoT Data Streams
  • Author : Patrick Schneider,Fatos Xhafa
  • Publisher : Academic Press
  • Release Date : 2021-09-01
  • Total pages : 270
  • ISBN : 0128238194
GET BOOK

Summary : Anomaly Detection and Complex Event Processing over IoT Data Streams: With Application to eHealth and Patient Data Monitoring presents advanced processing techniques for IoT data streams. The book brings new advances and generalized techniques for processing IoT data streams, semantic data enrichment with contextual information at Edge, Fog and Cloud ...

Data Semantic Enrichment for Complex Event Processing Over IoT Data Streams

Data Semantic Enrichment for Complex Event Processing Over IoT Data Streams
  • Author : Patrick Schneider
  • Publisher : Unknown
  • Release Date : 2019
  • Total pages : 212
  • ISBN : 0128238194
GET BOOK

Summary : This thesis generalizes techniques for processing IoT data streams, semantically enrich data with contextual information, as well as complex event processing in IoT applications. A case study for ECG anomaly detection and signal classification was conducted to validate the knowledge foundation....

Advances in Edge Computing Massive Parallel Processing and Applications

Advances in Edge Computing  Massive Parallel Processing and Applications
  • Author : F. Xhafa,A.K. Sangaiah
  • Publisher : IOS Press
  • Release Date : 2020-03-10
  • Total pages : 324
  • ISBN : 0128238194
GET BOOK

Summary : The rapid advance of Internet of Things (IoT) technologies has resulted in the number of IoT-connected devices growing exponentially, with billions of connected devices worldwide. While this development brings with it great opportunities for many fields of science, engineering, business and everyday life, it also presents challenges such as an ...

Fog Computing

Fog Computing
  • Author : Assad Abbas,Samee U. Khan,Albert Y. Zomaya
  • Publisher : John Wiley & Sons
  • Release Date : 2020-04-21
  • Total pages : 608
  • ISBN : 0128238194
GET BOOK

Summary : Summarizes the current state and upcoming trends within the area of fog computing Written by some of the leading experts in the field, Fog Computing: Theory and Practice focuses on the technological aspects of employing fog computing in various application domains, such as smart healthcare, industrial process control and improvement, ...

Handbook of Research on Investigations in Artificial Life Research and Development

Handbook of Research on Investigations in Artificial Life Research and Development
  • Author : Habib, Maki
  • Publisher : IGI Global
  • Release Date : 2018-06-08
  • Total pages : 501
  • ISBN : 0128238194
GET BOOK

Summary : Research on artificial life is critical to solving various dynamic obstacles individuals face on a daily basis. From electric wheelchairs to navigation, artificial life can play a role in improving both the simple and complex aspects of civilian life. The Handbook of Research on Investigations in Artificial Life Research and ...

Advances on P2P Parallel Grid Cloud and Internet Computing

Advances on P2P  Parallel  Grid  Cloud and Internet Computing
  • Author : Fatos Xhafa,Fang-Yie Leu,Massimo Ficco,Chao-Tung Yang
  • Publisher : Springer
  • Release Date : 2018-10-16
  • Total pages : 511
  • ISBN : 0128238194
GET BOOK

Summary : This book presents the latest research findings, as well as innovative theoretical and practical research results, methods and development techniques related to P2P, grid, cloud and Internet computing. It also reveals the synergies among such large scale computing paradigms. P2P, Grid, Cloud and Internet computing technologies have rapidly ...

The Semantic Web ESWC 2018 Satellite Events

The Semantic Web  ESWC 2018 Satellite Events
  • Author : Aldo Gangemi,Anna Lisa Gentile,Andrea Giovanni Nuzzolese,Sebastian Rudolph,Maria Maleshkova,Heiko Paulheim,Jeff Z Pan,Mehwish Alam
  • Publisher : Springer
  • Release Date : 2018-08-01
  • Total pages : 493
  • ISBN : 0128238194
GET BOOK

Summary : This book constitutes the thoroughly refereed post-conference proceedings of the Satellite Events of the 15th Extended Semantic Web Conference, ESWC 2018, held in Heraklion, Crete, Greece, in June 2018. The volume contains 41 poster and demonstration papers, 11 invited workshop papers, and 9 full papers, selected out of a total of 70 submissions. They deal with ...

Computational Science and Its Applications ICCSA 2020

Computational Science and Its Applications     ICCSA 2020
  • Author : Osvaldo Gervasi,Beniamino Murgante,Sanjay Misra,Chiara Garau,Ivan Blečić,David Taniar,Bernady O. Apduhan,Ana Maria A. C. Rocha,Eufemia Tarantino,Carmelo Maria Torre,Yeliz Karaca
  • Publisher : Springer Nature
  • Release Date : 2020-09-28
  • Total pages : 1053
  • ISBN : 0128238194
GET BOOK

Summary : The seven volumes LNCS 12249-12255 constitute the refereed proceedings of the 20th International Conference on Computational Science and Its Applications, ICCSA 2020, held in Cagliari, Italy, in July 2020. Due to COVID-19 pandemic the conference was organized in an online event. Computational Science is the main pillar of most of the present ...

AWS Certified Solutions Architect Associate All in One Exam Guide Second Edition Exam SAA C02

AWS Certified Solutions Architect Associate All in One Exam Guide  Second Edition  Exam SAA C02
  • Author : Joyjeet Banerjee
  • Publisher : McGraw Hill Professional
  • Release Date : 2021-01-08
  • Total pages : 212
  • ISBN : 0128238194
GET BOOK

Summary : This up-to-date study guide offers 100% coverage of every objective for the current version of the AWS Certified Solutions Architect Professional exam Get complete coverage of all objectives included on the SAA-C02 exam from this comprehensive resource. Written by an expert AWS Solutions Architect and well-respected author, this authoritative guide fully ...

Service Oriented Computing ICSOC 2018 Workshops

Service Oriented Computing     ICSOC 2018 Workshops
  • Author : Xiao Liu,Michael Mrissa,Liang Zhang,Djamal Benslimane,Aditya Ghose,Zhongjie Wang,Antonio Bucchiarone,Wei Zhang,Ying Zou,Qi Yu
  • Publisher : Springer
  • Release Date : 2019-06-10
  • Total pages : 492
  • ISBN : 0128238194
GET BOOK

Summary : This book constitutes the revised selected papers of the scientific satellite events that were held in conjunction with the 16th International Conference on Service-Oriented Computing, ICSOC 2018, held in Hangzhou, China, in November 2018. The ICSOC 2018 workshop track consisted of six workshops on a wide range of topics that fall into the ...

Recent Developments in Intelligent Computing Communication and Devices

Recent Developments in Intelligent Computing  Communication and Devices
  • Author : Srikanta Patnaik,Vipul Jain
  • Publisher : Springer
  • Release Date : 2018-08-22
  • Total pages : 1267
  • ISBN : 0128238194
GET BOOK

Summary : This book offers a collection of high-quality, peer-reviewed research papers presented at the International Conference on Intelligent Computing, Communication and Devices (ICCD 2017), discussing all dimensions of intelligent sciences – intelligent computing, intelligent communication, and intelligent devices. Intelligent computing addresses areas such as intelligent and distributed computing, intelligent grid and cloud computing, ...

Applied Science Materials Science and Information Technologies in Industry

Applied Science  Materials Science and Information Technologies in Industry
  • Author : D.L. Liu,X.B. Zhu,K.L. Xu,D.M. Fang
  • Publisher : Trans Tech Publications Ltd
  • Release Date : 2014-02-06
  • Total pages : 4700
  • ISBN : 0128238194
GET BOOK

Summary : Collection of selected, peer reviewed papers from the 2014 International Conference on Advances in Materials Science and Information Technologies in Industry (AMSITI 2014), January 11-12, 2014, Xi’an, China. Volume is indexed by Thomson Reuters CPCI-S (WoS). The 1030 papers are grouped as follows: Chapter 1: Materials Science and Processing Technologies; Chapter 2: Information Technologies and ...

Advances in Computer Science and Ubiquitous Computing

Advances in Computer Science and Ubiquitous Computing
  • Author : James J. (Jong Hyuk) Park,Yi Pan,Gangman Yi,Vincenzo Loia
  • Publisher : Springer
  • Release Date : 2016-12-01
  • Total pages : 1113
  • ISBN : 0128238194
GET BOOK

Summary : This book presents the combined proceedings of the 8th International Conference on Computer Science and its Applications (CSA-16) and the 11st International Conference on Ubiquitous Information Technologies and Applications (CUTE 2016), both held in Bangkok, Thailand, December 19 - 21, 2016. The aim of these two meetings was to promote discussion and interaction among ...

Recent Advances in Information Systems and Technologies

Recent Advances in Information Systems and Technologies
  • Author : Álvaro Rocha,Ana Maria Correia,Hojjat Adeli,Luís Paulo Reis,Sandra Costanzo
  • Publisher : Springer
  • Release Date : 2017-03-28
  • Total pages : 1054
  • ISBN : 0128238194
GET BOOK

Summary : This book presents a selection of papers from the 2017 World Conference on Information Systems and Technologies (WorldCIST'17), held between the 11st and 13th of April 2017 at Porto Santo Island, Madeira, Portugal. WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, ...

Computational Science ICCS 2020

Computational Science     ICCS 2020
  • Author : Valeria V. Krzhizhanovskaya
  • Publisher : Springer Nature
  • Release Date : 2021-04-19
  • Total pages : 212
  • ISBN : 0128238194
GET BOOK

Summary : Read online Computational Science ICCS 2020 written by Valeria V. Krzhizhanovskaya, published by Springer Nature which was released on . Download full Computational Science ICCS 2020 Books now! Available in PDF, ePub and Kindle....