Real-Time Data Processing and Analytics in IoT Cloud Computing Systems
From the cloud computing systems perspective, IoT real-time data analytics plays a major role in innovation boost and the value creation of a number of industries. This paper proposes a method for operations of real-time analytics in the internet of things cloud configurations with the background of...
Uložené v:
| Vydané v: | 2024 Second International Conference Computational and Characterization Techniques in Engineering & Sciences (IC3TES) s. 1 - 6 |
|---|---|
| Hlavní autori: | , , , , |
| Médium: | Konferenčný príspevok.. |
| Jazyk: | English |
| Vydavateľské údaje: |
IEEE
15.11.2024
|
| Predmet: | |
| ISBN: | 9798350364682 |
| On-line prístup: | Získať plný text |
| Tagy: |
Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
|
| Abstract | From the cloud computing systems perspective, IoT real-time data analytics plays a major role in innovation boost and the value creation of a number of industries. This paper proposes a method for operations of real-time analytics in the internet of things cloud configurations with the background of data collection, ingestion, processing, analysis, and visualization. Adoption of intelligent technologies like machine learning, edge computing, and cloud-native architectures, the algorithm will easily transform the raw data from IoT streams into real-time actionable insights for the organizations. Having a system in order with a methodical approach, which includes identifying data sources, query processing, and scalability evaluation enables organizations to design and implement robust, resilient and cost-effective real time analytics ones that are tailor-made to suit the unique requirements of the organization. Through the value-based analysis, the key role of an immediate glimpse depicting process improvement, better decision making, and profit generation as well as customer experience perfection are emphasized. While robust uses the word that meshes several key ideas and has a negative connotation privacy and security measures aim for data integrity, confidentiality, compliance, and data protection against possible risks and liabilities (as criticism, protection, or a plan). The creation of an environment where people think innovatively and collaborate with each other and have the ability to review and build on their performance can be done with the help of the real-time data analytics. This can drive the businesses to sustainable growth and success in the digital era. |
|---|---|
| AbstractList | From the cloud computing systems perspective, IoT real-time data analytics plays a major role in innovation boost and the value creation of a number of industries. This paper proposes a method for operations of real-time analytics in the internet of things cloud configurations with the background of data collection, ingestion, processing, analysis, and visualization. Adoption of intelligent technologies like machine learning, edge computing, and cloud-native architectures, the algorithm will easily transform the raw data from IoT streams into real-time actionable insights for the organizations. Having a system in order with a methodical approach, which includes identifying data sources, query processing, and scalability evaluation enables organizations to design and implement robust, resilient and cost-effective real time analytics ones that are tailor-made to suit the unique requirements of the organization. Through the value-based analysis, the key role of an immediate glimpse depicting process improvement, better decision making, and profit generation as well as customer experience perfection are emphasized. While robust uses the word that meshes several key ideas and has a negative connotation privacy and security measures aim for data integrity, confidentiality, compliance, and data protection against possible risks and liabilities (as criticism, protection, or a plan). The creation of an environment where people think innovatively and collaborate with each other and have the ability to review and build on their performance can be done with the help of the real-time data analytics. This can drive the businesses to sustainable growth and success in the digital era. |
| Author | Manikandan, T. Muruganandham, A. Kumar S, Satheesh Iqbal, J L Mazher Karthikeya, S. |
| Author_xml | – sequence: 1 givenname: T. surname: Manikandan fullname: Manikandan, T. email: manikandan.t@rajalakshmi.edu.in organization: Rajalakshmi Engineering College,Department of Electronics and Communication Engineering,Chennai,Tamil Nadu,India – sequence: 2 givenname: Satheesh surname: Kumar S fullname: Kumar S, Satheesh email: satheeshkumar.s@kpriet.ac.in organization: KPR Institute of Engineering and Technology,Department of ECE,Coimbatore – sequence: 3 givenname: A. surname: Muruganandham fullname: Muruganandham, A. email: muruganandham@rrce.org organization: VTU,Rajarajeswari College of Engineering,Department of Electronics and Communication Engineering,Belagavi – sequence: 4 givenname: S. surname: Karthikeya fullname: Karthikeya, S. email: skk@velammalitech.edu.in organization: Velammal Institute of Technology,Department of Electronics and Communication Engineering,Chennai,Tamil Nadu,India – sequence: 5 givenname: J L Mazher surname: Iqbal fullname: Iqbal, J L Mazher email: drmazheriqbal@veltech.edu.in organization: R&D Institute of Science and Technology,Vel Tech Rangarajan Dr. Sagunthala,Department of Electronics and Communication Engineering,Chennai,Tamil Nadu,India |
| BookMark | eNpVj81Kw0AURkfUhda-gYvxARLnL5ncZYmtBgqKzb5Mcu_IQH5KJl3k7VXUhavDB4cPzi27GsaBGHuQIpVSwGNV6np7yJWRKlVCmVSKwlqj5QVbg4VCZ0LnJge4_LcLdcN27-S6pA498Sc3O_42jS3FGIYP7gbkm8F1yxzayMPAq7HmZTeekZdjfzrP39JhiTP18Y5de9dFWv9yxerdti5fkv3rc1Vu9kkAOSfgFELeNDprfK48QovkHVlbKCGN89ohkBLoC0RtTaYRvlRCga1QXoNesfuf20BEx9MUejctx79a_QmAT02m |
| ContentType | Conference Proceeding |
| DBID | 6IE 6IL CBEJK RIE RIL |
| DOI | 10.1109/IC3TES62412.2024.10877431 |
| DatabaseName | IEEE Electronic Library (IEL) Conference Proceedings IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume IEEE Xplore All Conference Proceedings IEEE Electronic Library (IEL) IEEE Proceedings Order Plans (POP All) 1998-Present |
| DatabaseTitleList | |
| Database_xml | – sequence: 1 dbid: RIE name: IEEE Electronic Library (IEL) url: https://ieeexplore.ieee.org/ sourceTypes: Publisher |
| DeliveryMethod | fulltext_linktorsrc |
| EISBN | 9798350364699 9798350364675 |
| EndPage | 6 |
| ExternalDocumentID | 10877431 |
| Genre | orig-research |
| GroupedDBID | 6IE 6IL CBEJK RIE RIL |
| ID | FETCH-LOGICAL-i91t-9a2d96bb35bf62fd9cdefae7782014af3ad9e20df8dd37453d935bed0dc02f393 |
| IEDL.DBID | RIE |
| ISBN | 9798350364682 |
| IngestDate | Wed Feb 26 09:44:03 EST 2025 |
| IsPeerReviewed | false |
| IsScholarly | false |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-i91t-9a2d96bb35bf62fd9cdefae7782014af3ad9e20df8dd37453d935bed0dc02f393 |
| PageCount | 6 |
| ParticipantIDs | ieee_primary_10877431 |
| PublicationCentury | 2000 |
| PublicationDate | 2024-Nov.-15 |
| PublicationDateYYYYMMDD | 2024-11-15 |
| PublicationDate_xml | – month: 11 year: 2024 text: 2024-Nov.-15 day: 15 |
| PublicationDecade | 2020 |
| PublicationTitle | 2024 Second International Conference Computational and Characterization Techniques in Engineering & Sciences (IC3TES) |
| PublicationTitleAbbrev | IC3TES |
| PublicationYear | 2024 |
| Publisher | IEEE |
| Publisher_xml | – name: IEEE |
| Score | 1.8891002 |
| Snippet | From the cloud computing systems perspective, IoT real-time data analytics plays a major role in innovation boost and the value creation of a number of... |
| SourceID | ieee |
| SourceType | Publisher |
| StartPage | 1 |
| SubjectTerms | Analytics Cloud computing Decision making Edge computing IoT Machine learning Methodology Optimization Organizations Real-time data processing Real-time systems Security Soft sensors Streams Technological innovation |
| Title | Real-Time Data Processing and Analytics in IoT Cloud Computing Systems |
| URI | https://ieeexplore.ieee.org/document/10877431 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlZ1NSwMxEIaDLSKCoGLFbyJ43bqb7ObjXFssSCm6SG8lySRQkF2pu_5-k3SrePDgLYQJJBnCDEmedxC6A59zaycD0SNdkhspE53aAOcAUZnRmY11yF6f-GwmFgs572D1yMJYa-PnMzsMzfiWD7Vpw1WZP-GCh4jXQz3O2RbWOpBc-jwiPKgxQfbQbaejeT8d0XL8wnyMCsQVyYfb8b8qqcRAMjn85xSO0OAHycPz72BzjHZsdYImzz7NSwLFgR9Uo3D3698bYFUBjoIjQYYZryo8rUs8eqtbwJtCDsGokysfoHIyLkePSVcYIVnJrEmkIiCZ1rTQjhEH0oB1yvIgfZflylEF0pIUnACgPC8oSG9qIQWTEkclPUX9qq7sGcLUCO8snjKVqZwyJVhqGdOCaGGITotzNAh7sHzfSF8st8u_-KP_Eu2HnQ6wXlZcoX6zbu012jWfzepjfRMd9gUJd5Ws |
| linkProvider | IEEE |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlZ1dS8MwFIYPOkUFQcWJ30bwttombZpcz40N5xhaZHcjnzCQVmbn7zfJuokXXngXyqE0OYRzaPK8L8Cddj23tNwTPdxGqeI8krHxcI7GIlEyMcGH7G2Yj0ZsMuHjBlYPLIwxJlw-M_d-GM7ydaUW_leZ2-Es9xVvE7a8ddYa19rnOXedhD9SowzvwG2jpPkw6JCi-0pdlfLMFU7vV2_45aUSSknv4J8fcQjtHygPjdfl5gg2THkMvRfX6EWe40CPohaouffvApAoNQqSI16IGc1KNKgK1HmvFhotrRx8UCNY3oai1y06_aixRohmPKkjLrDmVEqSSUux1VxpY4XJvfhdkgpLhOYGx9oyrUmeZkRzF2p0rFWMLeHkBFplVZpTQEQxl648piIRKaGC0dhQKhmWTGEZZ2fQ9msw_ViKX0xX0z__4_kN7PaL5-F0OBg9XcCeX3WP7iXZJbTq-cJcwbb6qmef8-uQvG8Jc5j1 |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=2024+Second+International+Conference+Computational+and+Characterization+Techniques+in+Engineering+%26+Sciences+%28IC3TES%29&rft.atitle=Real-Time+Data+Processing+and+Analytics+in+IoT+Cloud+Computing+Systems&rft.au=Manikandan%2C+T.&rft.au=Kumar+S%2C+Satheesh&rft.au=Muruganandham%2C+A.&rft.au=Karthikeya%2C+S.&rft.date=2024-11-15&rft.pub=IEEE&rft.isbn=9798350364682&rft.spage=1&rft.epage=6&rft_id=info:doi/10.1109%2FIC3TES62412.2024.10877431&rft.externalDocID=10877431 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=9798350364682/lc.gif&client=summon&freeimage=true |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=9798350364682/mc.gif&client=summon&freeimage=true |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=9798350364682/sc.gif&client=summon&freeimage=true |