Moving from Cloud to Fog/Edge: The Smart Agriculture Experience
Integrating cloud with fog/edge is a main trend in networking. Many cloud computing applications have been shifted to the edge/fog domain. Such paradigm shift offers new opportunities for pervasive computing. An example is AgriTalk, an Internet of Things (IoT) application development platform for sm...
Gespeichert in:
| Veröffentlicht in: | IEEE communications magazine 2023-12, Vol.61 (12), p.1-7 |
|---|---|
| Hauptverfasser: | , , |
| Format: | Magazinearticle |
| Sprache: | eng |
| Schlagworte: | |
| Online-Zugang: | Volltext bestellen |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| container_end_page | 7 |
|---|---|
| container_issue | 12 |
| container_start_page | 1 |
| container_title | IEEE communications magazine |
| container_volume | 61 |
| creator | Lin, Yi-Bing Chen, Whai-En Chang, Ted C.-Y. |
| description | Integrating cloud with fog/edge is a main trend in networking. Many cloud computing applications have been shifted to the edge/fog domain. Such paradigm shift offers new opportunities for pervasive computing. An example is AgriTalk, an Internet of Things (IoT) application development platform for smart agriculture. By integrating cloud with edge/fog, this article describes how AgriTalk addresses six issues for developing edge/fog agriculture applications. These issues include device domain development, application generation and bug detection, sensor failure detection and calibration, big data management, Artificial Intelligence (AI) provisioning, and data privacy. We show how AgriTalk integrates fog/edge applications and use rice blast detection and piglet crushing mitigation as two examples to demonstrate that fog/edge computing is a better solution than cloud computing. Compared with cloud computing, fog/edge computing reduces the delays by 50% in AgriTalk. Through the low-code no-code approach, AgriTalk allows the farmers to create and maintain fog/edge agriculture applications by themselves. |
| doi_str_mv | 10.1109/MCOM.001.2200633 |
| format | Magazinearticle |
| fullrecord | <record><control><sourceid>proquest_RIE</sourceid><recordid>TN_cdi_crossref_primary_10_1109_MCOM_001_2200633</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>10121541</ieee_id><sourcerecordid>2907537272</sourcerecordid><originalsourceid>FETCH-LOGICAL-c292t-3db05778617373dcf7834e521841109706aca765624ea023322105d508dd3b3f3</originalsourceid><addsrcrecordid>eNpNkM9PwkAQhTdGExG9e_CwiefCzG73R70Y0oCaQDiI501pp7UEWNy2Rv97S-DgaS7fm_fyMXaPMEKEZLxIl4sRAI6EANBSXrABKmUjtIm-ZANALSNtIb5mN02zAQBjrB2w54X_rvcVL4Pf8XTru4K3ns98NZ4WFT3x1Sfx910WWj6pQp1327YLxKc_Bwo17XO6ZVdltm3o7nyH7GM2XaWv0Xz58pZO5lEuEtFGsliD6hs1GmlkkZfGypiUQBsf1xvQWZ4ZrbSIKQMhpRAIqlBgi0KuZSmH7PH09xD8V0dN6za-C_u-0okEjJJGGNFTcKLy4JsmUOkOoe7X_zoEdyxyR02u1-TOmvrIwylSE9E_HAWqGOUfvnFgPA</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>magazinearticle</recordtype><pqid>2907537272</pqid></control><display><type>magazinearticle</type><title>Moving from Cloud to Fog/Edge: The Smart Agriculture Experience</title><source>IEEE Electronic Library (IEL)</source><creator>Lin, Yi-Bing ; Chen, Whai-En ; Chang, Ted C.-Y.</creator><creatorcontrib>Lin, Yi-Bing ; Chen, Whai-En ; Chang, Ted C.-Y.</creatorcontrib><description>Integrating cloud with fog/edge is a main trend in networking. Many cloud computing applications have been shifted to the edge/fog domain. Such paradigm shift offers new opportunities for pervasive computing. An example is AgriTalk, an Internet of Things (IoT) application development platform for smart agriculture. By integrating cloud with edge/fog, this article describes how AgriTalk addresses six issues for developing edge/fog agriculture applications. These issues include device domain development, application generation and bug detection, sensor failure detection and calibration, big data management, Artificial Intelligence (AI) provisioning, and data privacy. We show how AgriTalk integrates fog/edge applications and use rice blast detection and piglet crushing mitigation as two examples to demonstrate that fog/edge computing is a better solution than cloud computing. Compared with cloud computing, fog/edge computing reduces the delays by 50% in AgriTalk. Through the low-code no-code approach, AgriTalk allows the farmers to create and maintain fog/edge agriculture applications by themselves.</description><identifier>ISSN: 0163-6804</identifier><identifier>EISSN: 1558-1896</identifier><identifier>DOI: 10.1109/MCOM.001.2200633</identifier><identifier>CODEN: ICOMD9</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Actuators ; Agriculture ; Artificial intelligence ; Big Data ; Cloud computing ; Codes ; Data management ; Edge computing ; Failure detection ; Graphical user interfaces ; Internet of Things ; Provisioning ; Ubiquitous computing</subject><ispartof>IEEE communications magazine, 2023-12, Vol.61 (12), p.1-7</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2023</rights><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c292t-3db05778617373dcf7834e521841109706aca765624ea023322105d508dd3b3f3</citedby><cites>FETCH-LOGICAL-c292t-3db05778617373dcf7834e521841109706aca765624ea023322105d508dd3b3f3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10121541$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>776,780,792,27902,54733</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/10121541$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Lin, Yi-Bing</creatorcontrib><creatorcontrib>Chen, Whai-En</creatorcontrib><creatorcontrib>Chang, Ted C.-Y.</creatorcontrib><title>Moving from Cloud to Fog/Edge: The Smart Agriculture Experience</title><title>IEEE communications magazine</title><addtitle>COM-M</addtitle><description>Integrating cloud with fog/edge is a main trend in networking. Many cloud computing applications have been shifted to the edge/fog domain. Such paradigm shift offers new opportunities for pervasive computing. An example is AgriTalk, an Internet of Things (IoT) application development platform for smart agriculture. By integrating cloud with edge/fog, this article describes how AgriTalk addresses six issues for developing edge/fog agriculture applications. These issues include device domain development, application generation and bug detection, sensor failure detection and calibration, big data management, Artificial Intelligence (AI) provisioning, and data privacy. We show how AgriTalk integrates fog/edge applications and use rice blast detection and piglet crushing mitigation as two examples to demonstrate that fog/edge computing is a better solution than cloud computing. Compared with cloud computing, fog/edge computing reduces the delays by 50% in AgriTalk. Through the low-code no-code approach, AgriTalk allows the farmers to create and maintain fog/edge agriculture applications by themselves.</description><subject>Actuators</subject><subject>Agriculture</subject><subject>Artificial intelligence</subject><subject>Big Data</subject><subject>Cloud computing</subject><subject>Codes</subject><subject>Data management</subject><subject>Edge computing</subject><subject>Failure detection</subject><subject>Graphical user interfaces</subject><subject>Internet of Things</subject><subject>Provisioning</subject><subject>Ubiquitous computing</subject><issn>0163-6804</issn><issn>1558-1896</issn><fulltext>true</fulltext><rsrctype>magazinearticle</rsrctype><creationdate>2023</creationdate><recordtype>magazinearticle</recordtype><sourceid>RIE</sourceid><recordid>eNpNkM9PwkAQhTdGExG9e_CwiefCzG73R70Y0oCaQDiI501pp7UEWNy2Rv97S-DgaS7fm_fyMXaPMEKEZLxIl4sRAI6EANBSXrABKmUjtIm-ZANALSNtIb5mN02zAQBjrB2w54X_rvcVL4Pf8XTru4K3ns98NZ4WFT3x1Sfx910WWj6pQp1327YLxKc_Bwo17XO6ZVdltm3o7nyH7GM2XaWv0Xz58pZO5lEuEtFGsliD6hs1GmlkkZfGypiUQBsf1xvQWZ4ZrbSIKQMhpRAIqlBgi0KuZSmH7PH09xD8V0dN6za-C_u-0okEjJJGGNFTcKLy4JsmUOkOoe7X_zoEdyxyR02u1-TOmvrIwylSE9E_HAWqGOUfvnFgPA</recordid><startdate>20231201</startdate><enddate>20231201</enddate><creator>Lin, Yi-Bing</creator><creator>Chen, Whai-En</creator><creator>Chang, Ted C.-Y.</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>8FD</scope><scope>L7M</scope></search><sort><creationdate>20231201</creationdate><title>Moving from Cloud to Fog/Edge: The Smart Agriculture Experience</title><author>Lin, Yi-Bing ; Chen, Whai-En ; Chang, Ted C.-Y.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c292t-3db05778617373dcf7834e521841109706aca765624ea023322105d508dd3b3f3</frbrgroupid><rsrctype>magazinearticle</rsrctype><prefilter>magazinearticle</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Actuators</topic><topic>Agriculture</topic><topic>Artificial intelligence</topic><topic>Big Data</topic><topic>Cloud computing</topic><topic>Codes</topic><topic>Data management</topic><topic>Edge computing</topic><topic>Failure detection</topic><topic>Graphical user interfaces</topic><topic>Internet of Things</topic><topic>Provisioning</topic><topic>Ubiquitous computing</topic><toplevel>online_resources</toplevel><creatorcontrib>Lin, Yi-Bing</creatorcontrib><creatorcontrib>Chen, Whai-En</creatorcontrib><creatorcontrib>Chang, Ted C.-Y.</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE communications magazine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Lin, Yi-Bing</au><au>Chen, Whai-En</au><au>Chang, Ted C.-Y.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Moving from Cloud to Fog/Edge: The Smart Agriculture Experience</atitle><jtitle>IEEE communications magazine</jtitle><stitle>COM-M</stitle><date>2023-12-01</date><risdate>2023</risdate><volume>61</volume><issue>12</issue><spage>1</spage><epage>7</epage><pages>1-7</pages><issn>0163-6804</issn><eissn>1558-1896</eissn><coden>ICOMD9</coden><abstract>Integrating cloud with fog/edge is a main trend in networking. Many cloud computing applications have been shifted to the edge/fog domain. Such paradigm shift offers new opportunities for pervasive computing. An example is AgriTalk, an Internet of Things (IoT) application development platform for smart agriculture. By integrating cloud with edge/fog, this article describes how AgriTalk addresses six issues for developing edge/fog agriculture applications. These issues include device domain development, application generation and bug detection, sensor failure detection and calibration, big data management, Artificial Intelligence (AI) provisioning, and data privacy. We show how AgriTalk integrates fog/edge applications and use rice blast detection and piglet crushing mitigation as two examples to demonstrate that fog/edge computing is a better solution than cloud computing. Compared with cloud computing, fog/edge computing reduces the delays by 50% in AgriTalk. Through the low-code no-code approach, AgriTalk allows the farmers to create and maintain fog/edge agriculture applications by themselves.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/MCOM.001.2200633</doi><tpages>7</tpages></addata></record> |
| fulltext | fulltext_linktorsrc |
| identifier | ISSN: 0163-6804 |
| ispartof | IEEE communications magazine, 2023-12, Vol.61 (12), p.1-7 |
| issn | 0163-6804 1558-1896 |
| language | eng |
| recordid | cdi_crossref_primary_10_1109_MCOM_001_2200633 |
| source | IEEE Electronic Library (IEL) |
| subjects | Actuators Agriculture Artificial intelligence Big Data Cloud computing Codes Data management Edge computing Failure detection Graphical user interfaces Internet of Things Provisioning Ubiquitous computing |
| title | Moving from Cloud to Fog/Edge: The Smart Agriculture Experience |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-30T11%3A56%3A34IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_RIE&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Moving%20from%20Cloud%20to%20Fog/Edge:%20The%20Smart%20Agriculture%20Experience&rft.jtitle=IEEE%20communications%20magazine&rft.au=Lin,%20Yi-Bing&rft.date=2023-12-01&rft.volume=61&rft.issue=12&rft.spage=1&rft.epage=7&rft.pages=1-7&rft.issn=0163-6804&rft.eissn=1558-1896&rft.coden=ICOMD9&rft_id=info:doi/10.1109/MCOM.001.2200633&rft_dat=%3Cproquest_RIE%3E2907537272%3C/proquest_RIE%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2907537272&rft_id=info:pmid/&rft_ieee_id=10121541&rfr_iscdi=true |