Algorithms and tools of big data: a bibliographic review

Trabajo de Investigación

Autores:
Cortés-Núñez, Carlos Andrés
Tipo de recurso:
Trabajo de grado de pregrado
Fecha de publicación:
2015
Institución:
Universidad Católica de Colombia
Repositorio:
RIUCaC - Repositorio U. Católica
Idioma:
eng
OAI Identifier:
oai:repository.ucatolica.edu.co:10983/5943
Acceso en línea:
http://hdl.handle.net/10983/5943
Palabra clave:
BIG DATA
ALGORITHMS
TOOLS
ALGORITMOS
PROCESAMIENTO ELECTRÓNICO DE DATOS
TECNOLOGÍA DE LA INFORMACIÓN
ESTRUCTURA DE DATOS (COMPUTADORES)
Rights
openAccess
License
Derechos Reservados - Universidad Católica de Colombia, 2015
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dc.title.spa.fl_str_mv Algorithms and tools of big data: a bibliographic review
title Algorithms and tools of big data: a bibliographic review
spellingShingle Algorithms and tools of big data: a bibliographic review
BIG DATA
ALGORITHMS
TOOLS
ALGORITMOS
PROCESAMIENTO ELECTRÓNICO DE DATOS
TECNOLOGÍA DE LA INFORMACIÓN
ESTRUCTURA DE DATOS (COMPUTADORES)
title_short Algorithms and tools of big data: a bibliographic review
title_full Algorithms and tools of big data: a bibliographic review
title_fullStr Algorithms and tools of big data: a bibliographic review
title_full_unstemmed Algorithms and tools of big data: a bibliographic review
title_sort Algorithms and tools of big data: a bibliographic review
dc.creator.fl_str_mv Cortés-Núñez, Carlos Andrés
dc.contributor.advisor.spa.fl_str_mv Martínez-Rojas, Mario
dc.contributor.author.spa.fl_str_mv Cortés-Núñez, Carlos Andrés
dc.subject.spa.fl_str_mv BIG DATA
ALGORITHMS
TOOLS
topic BIG DATA
ALGORITHMS
TOOLS
ALGORITMOS
PROCESAMIENTO ELECTRÓNICO DE DATOS
TECNOLOGÍA DE LA INFORMACIÓN
ESTRUCTURA DE DATOS (COMPUTADORES)
dc.subject.lemb.spa.fl_str_mv ALGORITMOS
PROCESAMIENTO ELECTRÓNICO DE DATOS
TECNOLOGÍA DE LA INFORMACIÓN
ESTRUCTURA DE DATOS (COMPUTADORES)
description Trabajo de Investigación
publishDate 2015
dc.date.issued.spa.fl_str_mv 2015
dc.date.accessioned.spa.fl_str_mv 2016-06-10T16:30:06Z
dc.date.available.spa.fl_str_mv 2016-06-10T16:30:06Z
dc.type.spa.fl_str_mv Trabajo de grado - Pregrado
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dc.identifier.citation.spa.fl_str_mv Cortés-Núñez, C. A,, (2016). Algorithms and tools of big data: a bibliographic review. Trabajo de Grado. Universidad Católica de Colombia. Facultad de Ingeniería. Programa de Ingeniería de Sistemas. Bogotá, Colombia
dc.identifier.uri.spa.fl_str_mv http://hdl.handle.net/10983/5943
identifier_str_mv Cortés-Núñez, C. A,, (2016). Algorithms and tools of big data: a bibliographic review. Trabajo de Grado. Universidad Católica de Colombia. Facultad de Ingeniería. Programa de Ingeniería de Sistemas. Bogotá, Colombia
url http://hdl.handle.net/10983/5943
dc.language.iso.spa.fl_str_mv eng
language eng
dc.relation.references.none.fl_str_mv BaseLineMag.Utilizing Cutting-Edge Unstructured Data Analytics [on line]. [August 1 2015]. Available on Internet: < URL: http://www.baselinemag.com/analytics-bigdata/utilizing-cutting-edge-unstructured-data-analytics.html>
BDISYS. Big Data [on line]. [August 5 2015]. Available on Internet :< URL: http://www.bdisys.com/27/1/17/BIG%20DATA/HADOOP>
Chen, Philip. Zhang, Chun-Yang. Data-intensive applications, challenges, techniques and technologies: A survey on Big Data. Macau, China: University of Macau. 2013. p. 1.
COMPUTERWEEKLY. Big Data [on line]. [August 18 2015]. Available on Internet :< URL: http://www.computerweekly.com/tip/Securing-NoSQL-applications-Bestpractises-for-big-data-security>
COMPUTERWEEKLY. Big Data [on line]. [August 18 2015]. Available on Internet :< URL: http://www.computerweekly.com/report/Tiered-storage-strategies-andbest-practices>
DATACONOMY. Big Data [on line]. [August 18 2015]. Available on Internet :< URL: http://dataconomy.com/understanding-big-data-infrastructure/>
HADOOP. Big Data [on line]. [August 18 2015]. Available on Internet :< URL: https://hadoop.apache.org/>
INFOQ. Big Data [on line]. [August 23 2015]. Available on Internet :< URL: http://www.infoq.com/articles/HadoopSecurityModel />
INFORMATION-AGE. Big Data [on line]. [August 18 2015]. Available on Internet :< URL: http://www.information-age.com/technology/informationmanagement/123457900/how-build-big-data-infrastructure#sthash.yi36Ozan.dpuf>
ISACA. Big Data [on line]. [August 18 2015]. Available on Internet :< URL: http://www.isaca.org/groups/professional-english/bigdata/groupdocuments/big_data_top_ten_v1.pdf >
JUNIPER. Big Data [on line]. [August 23 2015]. Available on Internet :< URL: http://www.juniper.net/us/en/local/pdf/whitepapers/2000488-en.pdf/>
McAfee. Big Data [on line]. [August 18 2015]. Available on Internet: < URL: http://www.mcafee.com/uk/resources/reports/rp-needle-in-a-datastack.pdf >
McKinsey & Company. Big Data [on line]. [August 1 2015]. Available on Internet: < URL: http://www.mckinsey.com/insights/business_technology/big_data_the_next_frontier _for_innovation>
MICRON. Big Data [on line]. [August 18 2015]. Available on Internet :< URL: https://www.micron.com/~/media/documents/products/technical-marketingbrief/brief_ssds_big_data.pdf >
MICROSOFT. Big Data [on line]. [August 18 2015]. Available on Internet :< URL: https://msdn.microsoft.com/en-us/library/ff647076.aspx>
Munawar, Hasan. Data Genetic Algorithm and its application to Big Data Analysis. New Delhi, India: University of Dehradun.2014. p. 1.
OXFORD DICTIONARIES. Big Data [on line]. [August 1 2015]. Available on Internet: < URL: http://www.oxforddictionaries.com/us/definition/american_english/big-data >
Scholarpedia. Metaheuristic Optimization [on line]. [August 1 2015]. Available on Internet: < URL: http://www.scholarpedia.org/article/Metaheuristic_Optimization>
THALES GROUP. Big Data [on line]. [August 1 2015]. Available on Internet: < URL: https://www.thalesgroup.com/en/worldwide/big-data/four-vs-big-data>
ThalesGroup.Big Data [on line]. [August 18 2015]. Available on Internet: < URL: https://www.thalesgroup.com/en/worldwide/big-data/four-vs-big-data>
dc.rights.spa.fl_str_mv Derechos Reservados - Universidad Católica de Colombia, 2015
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dc.rights.uri.spa.fl_str_mv https://creativecommons.org/licenses/by-nc/4.0/
rights_invalid_str_mv Derechos Reservados - Universidad Católica de Colombia, 2015
Atribución-NoComercial 4.0 Internacional (CC BY-NC 4.0)
https://creativecommons.org/licenses/by-nc/4.0/
http://purl.org/coar/access_right/c_abf2
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dc.publisher.faculty.spa.fl_str_mv Facultad de Ingeniería
dc.publisher.program.spa.fl_str_mv Ingeniería de Sistemas y Computación
institution Universidad Católica de Colombia
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spelling Martínez-Rojas, Mario8ebb27a3-790f-4a48-a595-0996b4cc592a-1Cortés-Núñez, Carlos Andrésab79f04d-3070-4323-a8dd-7835cba3150c-12016-06-10T16:30:06Z2016-06-10T16:30:06Z2015Trabajo de InvestigaciónBig data is among us, it’s present on all parts of our life and like time it’s never stops growing. Having in mind that all data will tend to become big data is necessary to change the customs ways of dealing for two simple reasons, the increase in the cost and the decrease of effectives. A quick glance in the evolution of data and information shows the leaders and the technologies that have been developing a way to work with big data, all this having as an essential factor the value given to the user.PregradoIngeniero de SistemasINTRODUCTION 1. PROBLEM STATEMENT 2. OBJECTIVES 2.1 GENERAL OBJECTIVE 2.2 SPECIFICS OBJECTIVES 3. BIG DATA 3.1 THEORETICAL 3.2 UNSTRUCTURED DATA 3.3 METAHEURISTIC4. META ANALYSIS 4.1 REASON FOR FULL-TEXT ARTICLES EXCLUDED 4.2 INFORMATION SOURCES 4.3 STUDY SELECTION 4.4 SYNTHESIS OF RESULTS 4.5 RESULTS 5. OPEN FIELDS OF RESEARCH 5.1 BIG DATA SECURITY5.1.1 Common Techniques for Securing Big Data. 5.1.2 Threats for Big Data. 5.2 BIG DATA INFRASTRUCTURE 5.3. BIG DATA FOR BUSINESS 6. CONCLUSIONS REFERENCESapplication/pdfCortés-Núñez, C. A,, (2016). Algorithms and tools of big data: a bibliographic review. Trabajo de Grado. Universidad Católica de Colombia. Facultad de Ingeniería. Programa de Ingeniería de Sistemas. Bogotá, Colombiahttp://hdl.handle.net/10983/5943engFacultad de IngenieríaIngeniería de Sistemas y ComputaciónBaseLineMag.Utilizing Cutting-Edge Unstructured Data Analytics [on line]. [August 1 2015]. Available on Internet: < URL: http://www.baselinemag.com/analytics-bigdata/utilizing-cutting-edge-unstructured-data-analytics.html>BDISYS. Big Data [on line]. [August 5 2015]. Available on Internet :< URL: http://www.bdisys.com/27/1/17/BIG%20DATA/HADOOP>Chen, Philip. Zhang, Chun-Yang. Data-intensive applications, challenges, techniques and technologies: A survey on Big Data. Macau, China: University of Macau. 2013. p. 1.COMPUTERWEEKLY. Big Data [on line]. [August 18 2015]. Available on Internet :< URL: http://www.computerweekly.com/tip/Securing-NoSQL-applications-Bestpractises-for-big-data-security>COMPUTERWEEKLY. Big Data [on line]. [August 18 2015]. Available on Internet :< URL: http://www.computerweekly.com/report/Tiered-storage-strategies-andbest-practices>DATACONOMY. Big Data [on line]. [August 18 2015]. Available on Internet :< URL: http://dataconomy.com/understanding-big-data-infrastructure/>HADOOP. Big Data [on line]. [August 18 2015]. Available on Internet :< URL: https://hadoop.apache.org/>INFOQ. Big Data [on line]. [August 23 2015]. Available on Internet :< URL: http://www.infoq.com/articles/HadoopSecurityModel />INFORMATION-AGE. Big Data [on line]. [August 18 2015]. Available on Internet :< URL: http://www.information-age.com/technology/informationmanagement/123457900/how-build-big-data-infrastructure#sthash.yi36Ozan.dpuf>ISACA. Big Data [on line]. [August 18 2015]. Available on Internet :< URL: http://www.isaca.org/groups/professional-english/bigdata/groupdocuments/big_data_top_ten_v1.pdf >JUNIPER. Big Data [on line]. [August 23 2015]. Available on Internet :< URL: http://www.juniper.net/us/en/local/pdf/whitepapers/2000488-en.pdf/>McAfee. Big Data [on line]. [August 18 2015]. Available on Internet: < URL: http://www.mcafee.com/uk/resources/reports/rp-needle-in-a-datastack.pdf >McKinsey & Company. Big Data [on line]. [August 1 2015]. Available on Internet: < URL: http://www.mckinsey.com/insights/business_technology/big_data_the_next_frontier _for_innovation>MICRON. Big Data [on line]. [August 18 2015]. Available on Internet :< URL: https://www.micron.com/~/media/documents/products/technical-marketingbrief/brief_ssds_big_data.pdf >MICROSOFT. Big Data [on line]. [August 18 2015]. Available on Internet :< URL: https://msdn.microsoft.com/en-us/library/ff647076.aspx>Munawar, Hasan. Data Genetic Algorithm and its application to Big Data Analysis. New Delhi, India: University of Dehradun.2014. p. 1.OXFORD DICTIONARIES. Big Data [on line]. [August 1 2015]. Available on Internet: < URL: http://www.oxforddictionaries.com/us/definition/american_english/big-data >Scholarpedia. Metaheuristic Optimization [on line]. [August 1 2015]. Available on Internet: < URL: http://www.scholarpedia.org/article/Metaheuristic_Optimization>THALES GROUP. Big Data [on line]. [August 1 2015]. Available on Internet: < URL: https://www.thalesgroup.com/en/worldwide/big-data/four-vs-big-data>ThalesGroup.Big Data [on line]. [August 18 2015]. Available on Internet: < URL: https://www.thalesgroup.com/en/worldwide/big-data/four-vs-big-data>Derechos Reservados - Universidad Católica de Colombia, 2015info:eu-repo/semantics/openAccessAtribución-NoComercial 4.0 Internacional (CC BY-NC 4.0)https://creativecommons.org/licenses/by-nc/4.0/http://purl.org/coar/access_right/c_abf2BIG DATAALGORITHMSTOOLSALGORITMOSPROCESAMIENTO ELECTRÓNICO DE DATOSTECNOLOGÍA DE LA INFORMACIÓNESTRUCTURA DE DATOS (COMPUTADORES)Algorithms and tools of big data: a bibliographic reviewTrabajo de grado - Pregradohttp://purl.org/coar/resource_type/c_7a1fTextinfo:eu-repo/semantics/bachelorThesishttps://purl.org/redcol/resource_type/TPinfo:eu-repo/semantics/submittedVersionhttp://purl.org/coar/version/c_71e4c1898caa6e32PublicationCC-LICENSElicense_urllicense_urltext/plain; charset=utf-849https://repository.ucatolica.edu.co/bitstreams/3cb48ef9-1cf0-45ad-8c4e-fb04a0c8c454/download4afdbb8c545fd630ea7db775da747b2fMD51license_textlicense_texttext/html; charset=utf-822064https://repository.ucatolica.edu.co/bitstreams/9d16d88e-9f0d-4978-b8ee-9aa7b4a020fc/downloadef48816a10f2d45f2e2fee2f478e2fafMD52license_rdflicense_rdfapplication/rdf+xml; charset=utf-823148https://repository.ucatolica.edu.co/bitstreams/abbd2be4-1d84-402d-84e0-e22eeb420ad3/download9da0b6dfac957114c6a7714714b86306MD53ORIGINALALGORITHMS AND TOOLS OF BIG DAT3.pdfALGORITHMS AND TOOLS OF BIG DAT3.pdfArticulo principalapplication/pdf815785https://repository.ucatolica.edu.co/bitstreams/b38dc066-6a4c-4359-9121-d5ebcafd39cd/downloadf01fac51ebde36d5a46ce8236baeb93aMD54RAE - ALGORITHMS AND TOOLS OF BIG DATA.pdfRAE - ALGORITHMS AND TOOLS OF BIG DATA.pdfRAEapplication/pdf233492https://repository.ucatolica.edu.co/bitstreams/033a8d54-72d3-470c-be00-6d5d20969a30/download418b2584e546335b4fce8083c2901fb1MD55TEXTALGORITHMS AND TOOLS OF BIG DAT3.pdf.txtALGORITHMS AND TOOLS OF BIG DAT3.pdf.txtExtracted texttext/plain73258https://repository.ucatolica.edu.co/bitstreams/b2632941-dcd5-4de4-a115-4d36abeb04e0/downloada01291f64a3f1afea3d2bad0d5619cefMD56RAE - ALGORITHMS AND TOOLS OF BIG DATA.pdf.txtRAE - ALGORITHMS AND TOOLS OF BIG DATA.pdf.txtExtracted texttext/plain8233https://repository.ucatolica.edu.co/bitstreams/ac089b2f-75b1-4d85-852c-c0a6310b6fa5/downloade7adcddf99c717b3e078617738eb2542MD58THUMBNAILALGORITHMS AND TOOLS OF BIG DAT3.pdf.jpgALGORITHMS AND TOOLS OF BIG DAT3.pdf.jpgRIUCACimage/jpeg3690https://repository.ucatolica.edu.co/bitstreams/92edae35-385a-4807-8d05-aa876efc1065/downloadbfca9bd7d3c3ecce9953b4d2076fdf52MD57RAE - ALGORITHMS AND TOOLS OF BIG DATA.pdf.jpgRAE - ALGORITHMS AND TOOLS OF BIG DATA.pdf.jpgRIUCACimage/jpeg4187https://repository.ucatolica.edu.co/bitstreams/48e3e6b7-45ee-4475-b1bd-9e7a45df5916/downloadf8daefed8b8bb35bc54a8ebb6a999767MD5910983/5943oai:repository.ucatolica.edu.co:10983/59432023-03-24 17:14:55.787https://creativecommons.org/licenses/by-nc/4.0/Derechos Reservados - Universidad Católica de Colombia, 2015https://repository.ucatolica.edu.coRepositorio Institucional Universidad Católica de Colombia - RIUCaCbdigital@metabiblioteca.com