Price Versus Performance of Big Data Analysis for Cloud Based Internet of Things Networks
Many devices share their data with the online world to derive global knowledge and information that have high business value. Trillions of smart devices are connected together over the Internet, which are known as Internet-of-Things (IoT). These devices generate enormous data on daily basis, in orde...
Gespeichert in:
| Veröffentlicht in: | Mobile networks and applications 2019-06, Vol.24 (3), p.1078-1094 |
|---|---|
| Hauptverfasser: | , , |
| Format: | Artikel |
| Sprache: | eng |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| container_end_page | 1094 |
|---|---|
| container_issue | 3 |
| container_start_page | 1078 |
| container_title | Mobile networks and applications |
| container_volume | 24 |
| creator | Meerja, Khalim Amjad Naidu, Praveen V. Kalva, Sri Rama Krishna |
| description | Many devices share their data with the online world to derive global knowledge and information that have high business value. Trillions of smart devices are connected together over the Internet, which are known as Internet-of-Things (IoT). These devices generate enormous data on daily basis, in orders of Exabytes, which is called Big Data. Since cloud services are used to handle the Big Data generated from these IoT devices, new architectures for handling smart devices are designed through cloud enabled IoT networks. In this paper, we discuss in detail the issues of handling Big Data from an operational perspective in this new cloud based IoT network architecture. We tackle the incurred price and overall efficiency for storing and analyzing data for these networks on periodical basis. We propose an optimization model that address the price versus performance while carrying out Big Data analysis in these cloud based IoT networks. |
| doi_str_mv | 10.1007/s11036-018-1063-6 |
| format | Article |
| fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2042476944</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2042476944</sourcerecordid><originalsourceid>FETCH-LOGICAL-c316t-41ac48dfaccefa7b5fc646de19ee2de8436ca77c893f8d73207ae8b74076df143</originalsourceid><addsrcrecordid>eNp1kE1PwzAMhisEEmPwA7hF4hxImjTJjtv4mjTBDgPBKcpSZ3Rs7Yhbof17WhWJEydb9vNa1pMkl5xdc8b0DXLOhKKMG8qZElQdJQOe6ZQanonjthdGUKlGb6fJGeKGMZZlRg6S90UsPJBXiNggWUAMVdy5sh1VgUyKNbl1tSPj0m0PWCBpt2S6rZqcTBxCTmZlDbGEuqOXH0W5RvIE9XcVP_E8OQlui3DxW4fJy_3dcvpI588Ps-l4Tr3gqqaSOy9NHpz3EJxeZcErqXLgI4A0ByOF8k5rb0YimFyLlGkHZqUl0yoPXIphctXf3cfqqwGs7aZqYvsw2pTJVGo1kh3Fe8rHCjFCsPtY7Fw8WM5sZ9D2Bm1r0HYGrWozaZ_Bli3XEP8u_x_6AWPUc7I</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2042476944</pqid></control><display><type>article</type><title>Price Versus Performance of Big Data Analysis for Cloud Based Internet of Things Networks</title><source>SpringerLink Journals</source><creator>Meerja, Khalim Amjad ; Naidu, Praveen V. ; Kalva, Sri Rama Krishna</creator><creatorcontrib>Meerja, Khalim Amjad ; Naidu, Praveen V. ; Kalva, Sri Rama Krishna</creatorcontrib><description>Many devices share their data with the online world to derive global knowledge and information that have high business value. Trillions of smart devices are connected together over the Internet, which are known as Internet-of-Things (IoT). These devices generate enormous data on daily basis, in orders of Exabytes, which is called Big Data. Since cloud services are used to handle the Big Data generated from these IoT devices, new architectures for handling smart devices are designed through cloud enabled IoT networks. In this paper, we discuss in detail the issues of handling Big Data from an operational perspective in this new cloud based IoT network architecture. We tackle the incurred price and overall efficiency for storing and analyzing data for these networks on periodical basis. We propose an optimization model that address the price versus performance while carrying out Big Data analysis in these cloud based IoT networks.</description><identifier>ISSN: 1383-469X</identifier><identifier>EISSN: 1572-8153</identifier><identifier>DOI: 10.1007/s11036-018-1063-6</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>Big Data ; Communications Engineering ; Computer Communication Networks ; Data analysis ; Data management ; Electrical Engineering ; Electronic devices ; Engineering ; Internet of Things ; IT in Business ; Knowledge ; Networks ; Optimization</subject><ispartof>Mobile networks and applications, 2019-06, Vol.24 (3), p.1078-1094</ispartof><rights>Springer Science+Business Media, LLC, part of Springer Nature 2018</rights><rights>Mobile Networks and Applications is a copyright of Springer, (2018). All Rights Reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c316t-41ac48dfaccefa7b5fc646de19ee2de8436ca77c893f8d73207ae8b74076df143</citedby><cites>FETCH-LOGICAL-c316t-41ac48dfaccefa7b5fc646de19ee2de8436ca77c893f8d73207ae8b74076df143</cites><orcidid>0000-0003-4206-5120</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s11036-018-1063-6$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s11036-018-1063-6$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,41488,42557,51319</link.rule.ids></links><search><creatorcontrib>Meerja, Khalim Amjad</creatorcontrib><creatorcontrib>Naidu, Praveen V.</creatorcontrib><creatorcontrib>Kalva, Sri Rama Krishna</creatorcontrib><title>Price Versus Performance of Big Data Analysis for Cloud Based Internet of Things Networks</title><title>Mobile networks and applications</title><addtitle>Mobile Netw Appl</addtitle><description>Many devices share their data with the online world to derive global knowledge and information that have high business value. Trillions of smart devices are connected together over the Internet, which are known as Internet-of-Things (IoT). These devices generate enormous data on daily basis, in orders of Exabytes, which is called Big Data. Since cloud services are used to handle the Big Data generated from these IoT devices, new architectures for handling smart devices are designed through cloud enabled IoT networks. In this paper, we discuss in detail the issues of handling Big Data from an operational perspective in this new cloud based IoT network architecture. We tackle the incurred price and overall efficiency for storing and analyzing data for these networks on periodical basis. We propose an optimization model that address the price versus performance while carrying out Big Data analysis in these cloud based IoT networks.</description><subject>Big Data</subject><subject>Communications Engineering</subject><subject>Computer Communication Networks</subject><subject>Data analysis</subject><subject>Data management</subject><subject>Electrical Engineering</subject><subject>Electronic devices</subject><subject>Engineering</subject><subject>Internet of Things</subject><subject>IT in Business</subject><subject>Knowledge</subject><subject>Networks</subject><subject>Optimization</subject><issn>1383-469X</issn><issn>1572-8153</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNp1kE1PwzAMhisEEmPwA7hF4hxImjTJjtv4mjTBDgPBKcpSZ3Rs7Yhbof17WhWJEydb9vNa1pMkl5xdc8b0DXLOhKKMG8qZElQdJQOe6ZQanonjthdGUKlGb6fJGeKGMZZlRg6S90UsPJBXiNggWUAMVdy5sh1VgUyKNbl1tSPj0m0PWCBpt2S6rZqcTBxCTmZlDbGEuqOXH0W5RvIE9XcVP_E8OQlui3DxW4fJy_3dcvpI588Ps-l4Tr3gqqaSOy9NHpz3EJxeZcErqXLgI4A0ByOF8k5rb0YimFyLlGkHZqUl0yoPXIphctXf3cfqqwGs7aZqYvsw2pTJVGo1kh3Fe8rHCjFCsPtY7Fw8WM5sZ9D2Bm1r0HYGrWozaZ_Bli3XEP8u_x_6AWPUc7I</recordid><startdate>20190601</startdate><enddate>20190601</enddate><creator>Meerja, Khalim Amjad</creator><creator>Naidu, Praveen V.</creator><creator>Kalva, Sri Rama Krishna</creator><general>Springer US</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7SC</scope><scope>7SP</scope><scope>7WY</scope><scope>7WZ</scope><scope>7XB</scope><scope>87Z</scope><scope>8AL</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FK</scope><scope>8FL</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FRNLG</scope><scope>F~G</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>JQ2</scope><scope>K60</scope><scope>K6~</scope><scope>K7-</scope><scope>L.-</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>M0C</scope><scope>M0N</scope><scope>P5Z</scope><scope>P62</scope><scope>PQBIZ</scope><scope>PQBZA</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><orcidid>https://orcid.org/0000-0003-4206-5120</orcidid></search><sort><creationdate>20190601</creationdate><title>Price Versus Performance of Big Data Analysis for Cloud Based Internet of Things Networks</title><author>Meerja, Khalim Amjad ; Naidu, Praveen V. ; Kalva, Sri Rama Krishna</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c316t-41ac48dfaccefa7b5fc646de19ee2de8436ca77c893f8d73207ae8b74076df143</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Big Data</topic><topic>Communications Engineering</topic><topic>Computer Communication Networks</topic><topic>Data analysis</topic><topic>Data management</topic><topic>Electrical Engineering</topic><topic>Electronic devices</topic><topic>Engineering</topic><topic>Internet of Things</topic><topic>IT in Business</topic><topic>Knowledge</topic><topic>Networks</topic><topic>Optimization</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Meerja, Khalim Amjad</creatorcontrib><creatorcontrib>Naidu, Praveen V.</creatorcontrib><creatorcontrib>Kalva, Sri Rama Krishna</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Access via ABI/INFORM (ProQuest)</collection><collection>ABI/INFORM Global (PDF only)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ABI/INFORM Global (Alumni Edition)</collection><collection>Computing Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ABI/INFORM Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Business Premium Collection</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Business Premium Collection (Alumni)</collection><collection>ABI/INFORM Global (Corporate)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Computer Science Collection</collection><collection>ProQuest Business Collection (Alumni Edition)</collection><collection>ProQuest Business Collection</collection><collection>Computer Science Database</collection><collection>ABI/INFORM Professional Advanced</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>ABI/INFORM Global</collection><collection>Computing Database</collection><collection>Advanced Technologies & Aerospace Database</collection><collection>ProQuest Advanced Technologies & Aerospace Collection</collection><collection>ProQuest One Business</collection><collection>ProQuest One Business (Alumni)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><jtitle>Mobile networks and applications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Meerja, Khalim Amjad</au><au>Naidu, Praveen V.</au><au>Kalva, Sri Rama Krishna</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Price Versus Performance of Big Data Analysis for Cloud Based Internet of Things Networks</atitle><jtitle>Mobile networks and applications</jtitle><stitle>Mobile Netw Appl</stitle><date>2019-06-01</date><risdate>2019</risdate><volume>24</volume><issue>3</issue><spage>1078</spage><epage>1094</epage><pages>1078-1094</pages><issn>1383-469X</issn><eissn>1572-8153</eissn><abstract>Many devices share their data with the online world to derive global knowledge and information that have high business value. Trillions of smart devices are connected together over the Internet, which are known as Internet-of-Things (IoT). These devices generate enormous data on daily basis, in orders of Exabytes, which is called Big Data. Since cloud services are used to handle the Big Data generated from these IoT devices, new architectures for handling smart devices are designed through cloud enabled IoT networks. In this paper, we discuss in detail the issues of handling Big Data from an operational perspective in this new cloud based IoT network architecture. We tackle the incurred price and overall efficiency for storing and analyzing data for these networks on periodical basis. We propose an optimization model that address the price versus performance while carrying out Big Data analysis in these cloud based IoT networks.</abstract><cop>New York</cop><pub>Springer US</pub><doi>10.1007/s11036-018-1063-6</doi><tpages>17</tpages><orcidid>https://orcid.org/0000-0003-4206-5120</orcidid></addata></record> |
| fulltext | fulltext |
| identifier | ISSN: 1383-469X |
| ispartof | Mobile networks and applications, 2019-06, Vol.24 (3), p.1078-1094 |
| issn | 1383-469X 1572-8153 |
| language | eng |
| recordid | cdi_proquest_journals_2042476944 |
| source | SpringerLink Journals |
| subjects | Big Data Communications Engineering Computer Communication Networks Data analysis Data management Electrical Engineering Electronic devices Engineering Internet of Things IT in Business Knowledge Networks Optimization |
| title | Price Versus Performance of Big Data Analysis for Cloud Based Internet of Things Networks |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-24T01%3A27%3A27IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Price%20Versus%20Performance%20of%20Big%20Data%20Analysis%20for%20Cloud%20Based%20Internet%20of%20Things%20Networks&rft.jtitle=Mobile%20networks%20and%20applications&rft.au=Meerja,%20Khalim%20Amjad&rft.date=2019-06-01&rft.volume=24&rft.issue=3&rft.spage=1078&rft.epage=1094&rft.pages=1078-1094&rft.issn=1383-469X&rft.eissn=1572-8153&rft_id=info:doi/10.1007/s11036-018-1063-6&rft_dat=%3Cproquest_cross%3E2042476944%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2042476944&rft_id=info:pmid/&rfr_iscdi=true |