Big Data optimization: recent developments and challenges
Saved in:
| Other Authors: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
[Cham]
Springer
[2016]
|
| Series: | Studies in Big Data
volume 18 |
| Subjects: | |
| Online Access: | Inhaltstext http://www.springer.com/ Inhaltsverzeichnis |
| Physical Description: | xv, 487 Seiten Illustrationen 23.5 cm x 15.5 cm, 0 g |
| ISBN: | 9783319302638 3319302639 |
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Contents
Big Data: Who, What and Where? Social, Cognitive and Journals
Map of Big Data Publications with Focus on Optimization. 1
All Emrouznejad and Marianna Marra
Setting Up a Big Data Project: Challenges, Opportunities,
Technologies and Optimization. 17
Roberto V. Zicari, Marten Rosselli, Todor Ivanov. Nikolaos Korfiatis,
Karsten Tolle, Raik Niemann and Christoph Reichenbach
Optimizing Intelligent Reduction Techniques for Big Data. 49
Florin Pop, Catalin Negru. Sorin N. Ciolofan, Mariana Mocanu
and Valentin Cristea
Performance Tools for Big Data Optimization. 71
Yan Li, Qi Guo and Guancheng Chen
Optimising Big Images. 97
Tuomo Valkonen
Interlinking Big Data to Web of Data . 133
Enayat Rajabi and Seyed-Mehdi-Reza Beheshti
Topology, Big Data and Optimization. 147
Mikael Vejdemo-Johansson and Primoz Skraba
Applications of Big Data Analytics Tools for Data Management. 177
Mo Jamshidi, Barney Tannahiii, Maryam EzelL Yunus Yetis
and Halid Kaplan
Optimizing Access Policies for Big Data Repositories:
Latency Variables and the Genome Commons. 201
Jorge L. Contreras
xiii
XIV
Contents
Big Data Optimization via Next Generation Data
Center Architecture . . 217
Jian Li
Big Data Optimization Within Real World Monitoring Constraints . 231
Kristian Helmholt and Bram van der Waaij
Smart Sampling and Optimal Dimensionality Reduction
of Big Data Using Compressed Sensing. 251
Anastasios Maronidis, Elisavet Chatzilari, Spiros Nikolopoulos
and Ioannis Kompatsiaris
Optimized Management of BIG Data Produced in Brain
Disorder Rehabilitation. . 281
Peter Brezany, Olga Stepankova, Marketa Janatova, Miroslav Uller
and Marek Lenart
Big Data Optimization in Maritime Logistics. 319
Berit Dangaard Brouer, Christian Vad Karsten and David Pisinger
Big Network Analytics Based on Nonconvex Optimization. 345
Maoguo Gong, Qing Cai, Lijia Ma and Licheng Jiao
Large-Scale and Big Optimization Based on Hadoop. 375
Yi Cao and Dengfeng Sun
Computational Approaches in Large-Scale Unconstrained
Optimization . 391
Saman Babaie-Kafaki
Numerical Methods for Large-Scale Nonsmooth Optimization. 419
Napsu Karmitsa
Metaheuristics for Continuous Optimization of High-Dimensional
Problems: State of the Art and Perspectives. . 437
Giuseppe A. Trunfio
Convergent Parallel Algorithms for Big Data
Optimization Problems . 461
Simone Sagrateila
Index . . 475 |
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| author2 | Emrouznejad, Ali |
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| building | Verbundindex |
| bvnumber | BV043653194 |
| classification_rvk | ST 530 |
| ctrlnum | (OCoLC)953835225 (DE-599)DNB1081498811 |
| dewey-full | 620 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 620 - Engineering and allied operations |
| dewey-raw | 620 |
| dewey-search | 620 |
| dewey-sort | 3620 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Maschinenbau / Maschinenwesen Informatik |
| format | Book |
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| spelling | Emrouznejad, Ali edt Big Data optimization recent developments and challenges Ali Emrouznejad, Editor [Cham] Springer [2016] © 2016 xv, 487 Seiten Illustrationen 23.5 cm x 15.5 cm, 0 g txt rdacontent n rdamedia nc rdacarrier Studies in Big Data volume 18 UYQ Big Data Big Data Algorithms Big Data Analytics Big Data Optimization Business Analytics Optimization Springer International Publishing (DE-588)1064344704 pbl Studies in Big Data volume 18 (DE-604)BV041647338 18 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=a4bee32e9f0e464389ee9dca4a5b06e1&prov=M&dok_var=1&dok_ext=htm Inhaltstext http://www.springer.com/ Verlag Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029066755&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Big Data optimization recent developments and challenges Studies in Big Data |
| title | Big Data optimization recent developments and challenges |
| title_auth | Big Data optimization recent developments and challenges |
| title_exact_search | Big Data optimization recent developments and challenges |
| title_full | Big Data optimization recent developments and challenges Ali Emrouznejad, Editor |
| title_fullStr | Big Data optimization recent developments and challenges Ali Emrouznejad, Editor |
| title_full_unstemmed | Big Data optimization recent developments and challenges Ali Emrouznejad, Editor |
| title_short | Big Data optimization |
| title_sort | big data optimization recent developments and challenges |
| title_sub | recent developments and challenges |
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