Smart data : state-of-the-art perspectives in computing and applications /: state-of-the-art perspectives in computing and applications. (2019)

• Record Type: Book
• Further Information: Note: Edited by Kuan-Ching Li, Beniamino Di Martino, Laurence T. Yang, Qingchen Zhang.
• Editors: Li, Kuan-Ching
• Contents: Foreword, ix Acknowledgement, xi Editors, xiii List of Contributors, xv CHAPTER 1 ■ Extreme Heterogeneity in Deep Learning Architectures 1 JEFF ANDERSON, ARMIN MEHRABIAN, JIAXIN PENG, AND TAREK EL-GHAZAWI CHAPTER 2 ■ GPU PaaS Computation Model in Aneka Cloud Computing Environments 19 SHASHIKANT ILAGER, RAJEEV WANKAR, RAGHAVENDRA KUNE, AND RAJKUMAR BUYYA CHAPTER 3 ■ Toward Complex Search for Encrypted Mobile Cloud Data via Index Blind Storage 41 YUPENG HU, LINJUN WU, WENJIA LI, KEQIN LI, YONGHE LIU, AND ZHENG QIN CHAPTER 4 ■ Encrypted Big Data Deduplication in Cloud Storage 63 ZHENG YAN, XUEQIN LIANG, WENXIU DING, XIXUN YU, MINGJUN WANG, AND ROBERT H. DENG CHAPTER 5 ■ The Role of NonSQL Databases in Big Data 93 ANTONIO SARASA CABEZUELO CHAPTER 6 ■ Prescriptive and Predictive Analytics Techniques for Enabling Cybersecurity 113 NITIN SUKHIJA, SONNY SEVIN, ELIZABETH BAUTISTA, AND DAVID DAMPIER CHAPTER 7 ■ Multivariate Projection Techniques to Reduce Dimensionality in Large Datasets 133 I. BARRANCO CHAMORRO, S. MUÑOZ-ARMAYONES, A. ROMERO-LOSADA, AND F. ROMERO-CAMPERO CHAPTER 8 ■ Geo-Distributed Big Data Analytics Systems: An Online Learning Approach for Dynamic Deployment 161 YIXIN BAO AND CHUAN WU CHAPTER 9 ■ The Role of Smart Data in Inference of Human Behavior and Interaction 191 RUTE C. SOFIA, LILIANA CARVALHO, AND FRANCISCO M. PEREIRA CHAPTER 10 ■ Compression of Wearable Body Sensor Network Data 215 ROBINSON RAJU, MELODY MOH, AND TENG-SHENG MOH CHAPTER 11 ■ Population-Specific and Personalized (PSP) Models of Human Behavior for Leveraging Smart and Connected Data 243 THEODORA CHASPARI, ADELA C. TIMMONS, AND GAYLA MARGOLIN CHAPTER 12 ■ Detecting Singular Data for Better Analysis of Emotional Tweets 259 KIICHI TAGO, KENICHI ITO, AND QUN JIN CHAPTER 13 ■ Smart Data Infrastructure for Respiratory Health Protection of Citizens against PM2.5 in Urban Areas 273 DANIEL DUNEA, STEFANIA IORDACHE, ALIN POHOATA, AND EMIL LUNGU CHAPTER 14 ■ Fog-Assisted Cloud Platforms for Big Data Analytics in Cyber Physical Systems: A Smart Grid Case Study 289 MD. MUZAKKIR HUSSAIN, MOHAMMAD SAAD ALAM, AND M.M. SUFYAN BEG CHAPTER 15 ■ When Big Data and Data Science Prefigured Ambient Intelligence 319 CHRISTOPHE THOVEX CHAPTER 16 ■ Ethical Issues and Considerations of Big Data 343 EDWARD T. CHEN CHAPTER 17 ■ Data Protection by Design in Smart Data Environments 359 PAOLO BALBONI INDEX, 391
• Edition: 1st
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2019
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 005.7; Big data; Decision making -- Data processing; Computer network resources
• Languages: English
• ISBNs: 9780429018022; 9780429018039; 9780429018015; 9780429507670
• Related ISBNs: 9781138545588
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.