Počet záznamov: 1  

A cloud-based framework for machine learning workloads and applications

  1. NázovA cloud-based framework for machine learning workloads and applications
    Autor López García Álvaro
    Spoluautori Marco de Lucas Jesús

    Antonacci Marica

    zu Castell Wolfgang

    David Mario

    Hardt Marcus

    Lloret Lara

    Moltó Germán

    Plociennik Marcin

    Tran Viet 1972- SAVINFO - Ústav informatiky SAV    SCOPUS    RID    ORCID

    Alic Andy S.

    Caballer Miguel

    Campos Isabel

    Costantini Alessandro

    Dlugolinský Štefan 1983- SAVINFO - Ústav informatiky SAV    SCOPUS    RID    ORCID

    Duma Cristina

    Donvito Giacinto

    Gomes Jorge

    Heredia Ignacio

    Ito Keiichi

    Kozlov Valentin

    Nguyen Giang 1972- SAVINFO - Ústav informatiky SAV    SCOPUS    RID    ORCID

    Orviz Pablo

    Šustr Zdeněk

    Wolniewicz Pawel

    Zdroj.dok. IEEE Access. Vol. 8, no. 1 (2020), p. 18681-18692
    Jazyk dok.eng - angličtina
    URLURL link
    Druh dok.rozpis článkov z periodík (rbx)
    OhlasyCLARK, Sierra N. - ALLI, Abosede S. - BRAUER, Michael - EZZATI, Majid - BAUMGARTNER, Jill - TOLEDANO, Mireille B. - HUGHES, Allison F. - NIMO, James - BEDFORD MOSES, Josephine - TERKPERTEY, Solomon - VALLARINO, Jose - AGYEI-MENSAH, Samuel - AGYEMANG, Ernest - NATHVANI, Ricky - MULLER, Emily - BENNETT, James - WANG, Jiayuan - BEDDOWS, Andrew - KELLY, Frank - BARRATT, Benjamin - BEEVERS, Sean - ARKU, Raphael E. High-resolution spatiotemporal measurement of air and environmental noise pollution in Sub-Saharan African cities: Pathways to Equitable Health Cities Study protocol for Accra, Ghana. In BMJ OPEN. ISSN 2044-6055, 2020, vol. 10, no. 8, pp.
    DIAZ-DE-ARCAYA, Josu - MINON, Raul - TORRE-BASTIDA, Ana - DEL SER, Javier - ALMEIDA, Aitor. PADL: A Modeling and Deployment Language for Advanced Analytical Services dagger. In SENSORS, 2020, vol. 20, no. 23, pp.
    DARADKEH, Tariq - AGARWAL, Anjali - ZAMAN, Marzia - GOEL, Nishith. Dynamic K-Means Clustering of Workload and Cloud Resource Configuration for Cloud Elastic Model. In IEEE ACCESS. ISSN 2169-3536, 2020, vol. 8, no., pp. 219430-219446.
    PERIOLA, A. A. - ALONGE, A. A. - OGUDO, K. A. Intelligent scheduling for stratosphere cloud platforms. In 2020 International Conference on Artificial Intelligence, Big Data, Computing and Data Communication Systems, icABCD 2020 Proceedings, 2020-08-01, pp.
    LIU, Y. - LING, Z. - HUO, B. - WANG, B. - CHEN, T. - MOUINE, E. Building a platform for machine learning operations from open source frameworks. In IFAC-PapersOnLine. ISSN 2405-8963, 2020, vol. 53, no. 5, pp. 704-709.
    LIN, Changyuan - KHAZAEI, Hamzeh. Modeling and Optimization of Performance and Cost of Serverless Applications. In IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS. ISSN 1045-9219, 2021, vol. 32, no. 3, pp. 615-632.
    DIAMANTIS, Dimitrios E. - IAKOVIDIS, Dimitris K. ASML: Algorithm-Agnostic Architecture for Scalable Machine Learning. In IEEE ACCESS. ISSN 2169-3536, 2021, vol. 9, no., pp. 51970-51982.
    RAMACHANDRA, Hv - BALARAJU, G. - DIVYASHREE, R. - PATIL, Harish. Design and Simulation of Loan Approval Prediction Model using AWS Platform. In 2021 INTERNATIONAL CONFERENCE ON EMERGING SMART COMPUTING AND INFORMATICS (ESCI), 2021, vol., no., pp. 53-56.
    HAYMOND, Shannon - MCCUDDEN, Christopher. Rise of the Machines: Artificial Intelligence and the Clinical Laboratory. In JOURNAL OF APPLIED LABORATORY MEDICINE. ISSN 2576-9456, 2021, vol. 6, no. 6, pp. 1640-1654. Dostupné na: https://doi.org/10.1093/jalm/jfab075.
    CLARK, Sierra N. - ALLI, Abosede S. - NATHVANI, Ricky - HUGHES, Allison - EZZATI, Majid - BRAUER, Michael - TOLEDANO, Mireille B. - BAUMGARTNER, Jill - BENNETT, James E. - NIMO, James - MOSES, Josephine Bedford - BAAH, Solomon - AGYEI-MENSAH, Samuel - OWUSU, George - CROFT, Briony - ARKU, Raphael E. Space-time characterization of community noise and sound sources in Accra, Ghana. In SCIENTIFIC REPORTS. ISSN 2045-2322, 2021, vol. 11, no. 1, pp.
    DHAYA, R. - KANTHAVEL, R. Cloud-based multiple importance sampling algorithm with AI based CNN classifier for secure infrastructure. In AUTOMATED SOFTWARE ENGINEERING. ISSN 0928-8910, 2021, vol. 28, no. 2, pp.
    ROBERTSON, James - FOSSACECA, John - BENNETT, Kelly. A Cloud-Based Computing Framework for Artificial Intelligence Innovation in Support of Multidomain Operations. In IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT. ISSN 0018-9391, 2021, vol., no., pp. Dostupné na: https://doi.org/10.1109/TEM.2021.3088382.
    TANGARO, Marco Antonio - MANDREOLI, Pietro - CHIARA, Matteo - DONVITO, Giacinto - ANTONACCI, Marica - PARISI, Antonio - BIANCO, Angelica - ROMANO, Angelo - BIANCHI, Daniela Manila - CANGELOSI, Davide - UVA, Paolo - MOLINERIS, Ivan - NOSI, Vladimir - CALOGERO, Raffaele A. - ALESSANDRI, Luca - PEDRINI, Elena - MORDENTI, Marina - BONETTI, Emanuele - SANGIORGI, Luca - PESOLE, Graziano - ZAMBELLI, Federico. Laniakea@ReCaS: exploring the potential of customisable Galaxy on-demand instances as a cloud-based service. In BMC BIOINFORMATICS. ISSN 1471-2105, 2021, vol. 22, no. SUPPL 15, pp. Dostupné na: https://doi.org/10.1186/s12859-021-04401-3.
    MOHAMMAD, Abdul Salam - PRADHAN, Manas Ranjan. Machine learning with big data analytics for cloud security. In COMPUTERS & ELECTRICAL ENGINEERING. ISSN 0045-7906, 2021, vol. 96, no., pp. Dostupné na: https://doi.org/10.1016/j.compeleceng.2021.107527.
    GONZALEZ-VIDAL, Aurora - GOMEZ-BERNAL, Paula - MENDOZA-BERNAL, Jose - SKARMETA, Antonio F. BIGcoldTRUCKS: a BIG data dashboard for the management of COLD chain logistics in refrigerated TRUCKS. In 2021 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2021, vol., no., pp. 2894-2900. ISSN 2639-1589. Dostupné na: https://doi.org/10.1109/BigData52589.2021.9671633.
    LI, Baolin - ROY, Rohan Basu - PATEL, Tirthak - GADEPALLY, Vijay - GETTINGS, Karen - TIWARI, Devesh. Ribbon: Cost-effective and qos-Aware deep learning model inference using a diverse pool of cloud computing instances. In International Conference for High Performance Computing, Networking, Storage and Analysis, SC. ISSN 21674329, 2021-11-14, pp. Dostupné na: https://doi.org/10.1145/3458817.3476168.
    NANDIGRAMWAR, Harshal - MITTAL, Akshay - BHATNAGAR, Apoorv - RASHID, Mamoon. A distributed and unified API service for machine learning models. In Proceedings of 2021 2nd International Conference on Intelligent Engineering and Management, ICIEM 2021, 2021-04-28, pp. 480-485. Dostupné na: https://doi.org/10.1109/ICIEM51511.2021.9445348.
    MATSUI, B.M.A. - GOYA, D.H. Applying DevOps to machine learning processes: A systematic mapping. In Anais do XVIII Encontro Nacional de Inteligência Artificial e Computacional. SBC. 2021, pp. 559-570. doi: 10.5753/eniac.2021.18284.
    AGUIAR, C.S.R. Desafios na adoção de MLOps por time DevOps-projeto de co-desenvolvimento entre Governo e Academia para a introdução de e-gov 3.0. In Anais Estendidos do XI Congresso Brasileiro de Software: Teoria e Prática (CBSoft 2020). 2020, pp. 144-147. doi: 10.5753/cbsoft_estendido.2020.14623.
    PARISA, V.V.K. - TAYLOR, B.G. - CHOUDHURI, D.R. - SWIFT, L. - ALLEN, C. - MOHAPATRA, B. Automating an adoption of cloud services. October 19, 2021, United States Patent No. 11150880 B1.
    WITANTO, Elizabeth Nathania - OKTIAN, Yustus Eko - LEE, Sang-Gon. Toward Data Integrity Architecture for Cloud-Based AI Systems. In SYMMETRY-BASEL, 2022, vol. 14, no. 2, pp. Dostupné na: https://doi.org/10.3390/sym14020273.
    MARTINEZ-FERNANDEZ, Silverio - BOGNER, Justus - FRANCH, Xavier - ORIOL, Marc - SIEBERT, Julien - TRENDOWICZ, Adam - VOLLMER, Anna Maria - WAGNER, Stefan. Software Engineering for AI-Based Systems: A Survey. In ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY, 2022, vol. 31, no. 2, pp. ISSN 1049-331X. Dostupné na: https://doi.org/10.1145/3487043.
    HUSSEIN, Mahmoud - MOHAMMED, Yehia Sayed - GALAL, Ahmed - ABD-ELRAHMAN, Emad - ZORKANY, Mohamed. Smart Cognitive IoT Devices Using Multi-Layer Perception Neural Network on Limited Microcontroller. In SENSORS, 2022, vol. 22, no. 14, pp. Dostupné na: https://doi.org/10.3390/s22145106.
    ORUCHE, Roland - MILMAN, Eric - ALARCON, Mauro Lemus - CHENG, Xiyao - PANDEY, Ashish - WANG, Songjie - CALYAM, Prasad - KEE, Kerk. Science gateway adoption using plug-in middleware for evidence-based healthcare data management. In CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2022, vol., no., pp. ISSN 1532-0626. Dostupné na: https://doi.org/10.1002/cpe.7195.
    MATEUS-COELHO, Nuno - CRUZ-CUNHA, Manuela. Serverless Service Architectures and Security Minimals. In 2022 10TH INTERNATIONAL SYMPOSIUM ON DIGITAL FORENSICS AND SECURITY (ISDFS), 2022, vol., no., pp. Dostupné na: https://doi.org/10.1109/ISDFS55398.2022.9800779.
    KHEIR, Ahmed M. S. - AMMAR, Khalil A. - AMER, Ahmed - ALI, Marwa G. M. - DING, Zheli - ELNASHAR, Abdelrazek. Machine learning-based cloud computing improved wheat yield simulation in arid regions. In COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2022, vol. 203, no., pp. ISSN 0168-1699. Dostupné na: https://doi.org/10.1016/j.compag.2022.107457.
    VAN DUNG NGUYEN - HUYNH VAN KHOA - TAM NGUYEN KIEU - EUI-NAM HUH. Internet of Things-Based Intelligent Attendance System: Framework, Practice Implementation, and Application. In ELECTRONICS, 2022, vol. 11, no. 19, pp. Dostupné na: https://doi.org/10.3390/electronics11193151.
    BARRAK, Amine - PETRILLO, Fabio - JAAFAR, Fehmi. Serverless on Machine Learning: A Systematic Mapping Study. In IEEE ACCESS, 2022, vol. 10, no., pp. 99337-99352. ISSN 2169-3536. Dostupné na: https://doi.org/10.1109/ACCESS.2022.3206366.
    LIMA, Anderson - MONTEIRO, Luciano - FURTADO, Ana. MLOps: Practices, Maturity Models, Roles, Tools, and Challenges A Systematic Literature Review. In ICEIS: PROCEEDINGS OF THE 24TH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS VOL 1, 2022, vol., no., pp. 308-320. Dostupné na: https://doi.org/10.5220/0010997300003179.
    KOLLTVEIT, Ask Berstad - LI, Jingyue. Operationalizing Machine Learning Models A Systematic Literature Review. In 2022 IEEE/ACM 1ST INTERNATIONAL WORKSHOP ON SOFTWARE ENGINEERING FOR RESPONSIBLE ARTIFICIAL INTELLIGENCE (SE4RAI 2022), 2022, vol., no., pp. 1-8. Dostupné na: https://doi.org/10.1145/3526073.3527584.
    MENG, Fan - HU, Kunrong - ZHOU, Xiaotao. An Overview of PAI: Distributed Machine Learning Platform. In IMCEC 2022 IEEE 5th Advanced Information Management, Communicates, Electronic and Automation Control Conference, 2022-01-01, pp. 852-857. Dostupné na: https://doi.org/10.1109/IMCEC55388.2022.10020005.
    LEMUS ALARCON, Mauro - ORUCHE, Roland - PANDEY, Ashish - CALYAM, Prasad. Cloud-based data pipeline orchestration platform for COVID-19 evidence-based analytics. In Novel AI and Data Science Advancements for Sustainability in the Era of COVID-19, 2022-01-01, pp. 159-180. Dostupné na: https://doi.org/10.1016/B978-0-323-90054-6.00003-9.
    FERREIRA, D.J. - SÃO MAMEDE, H. Predicting cybersecurity risk - a methodology for assessments. In ARIS2-Advanced Research on Information Systems Security. 2022, vol. 2, no. 2, pp. 50-63. doi: 10.56394/aris2.v2i2.23.
    KREUZBERGER, D. - KüHL, N. - HIRSCHL, S. Machine Learning Operations (MLOps): Overview, Definition, and Architecture. In IEEE ACCESS. ISSN 2169-3536, 2023, vol. 11, p. 31866-31879. Dostupné na: https://doi.org/10.1109/ACCESS.2023.3262138.
    SADEGHIAN, G. - ELSAKHAWY, M. - SHAHRAD, M. - HATTORI, J. - SHAHRAD, M. UnFaaSener: Latency and Cost Aware Offloading of Functions from Serverless Platforms. In PROCEEDINGS OF THE 2023 USENIX ANNUAL TECHNICAL CONFERENCE. 2023, p. 879-896.
    STEIDL, M. - FELDERER, M. - RAMLER, R. The pipeline for the continuous development of artificial intelligence models-Current state of research and practice. In JOURNAL OF SYSTEMS AND SOFTWARE. ISSN 0164-1212, MAY 2023, vol. 199. Dostupné na: https://doi.org/10.1016/j.jss.2023.111615.
    WANG, Z.Z. - SUN, H. - YANG, L.P. A Bibliometric Analysis of Research on Historical Buildings and Digitization. In BUILDINGS. JUL 2023, vol. 13, no. 7. Dostupné na: https://doi.org/10.3390/buildings13071607.
    COBO, M. - PÉREZ-ROJAS, F. - GUTIÉRREZ-RODRÍGUEZ, C. - HEREDIA, I. - MARAGAŇO-LIZAMA, P. - YUNG-MANRIQUEZ, F. - IGLESIAS, L.L. - VEGA, J.A. Novel deep learning method for coronary artery tortuosity detection through coronary angiography. In SCIENTIFIC REPORTS. ISSN 2045-2322, JUL 10 2023, vol. 13, no. 1. Dostupné na: https://doi.org/10.1038/s41598-023-37868-6.
    BEN DHAOU, Imed. Design and Implementation of an Internet-of-Things-Enabled Smart Meter and Smart Plug for Home-Energy-Management System. In ELECTRONICS, 2023, vol. 12, no. 19, pp.
    SAKTHIDEVI, I. - RAJKUMAR, G. Vinoth - SUNITHA, R. - SANGEETHA, A. - KRISHNAN, R. Santhana - SUNDARARAJAN, S. Machine Learning Orchestration in Cloud Environments: Automating the Training and Deployment of Distributed Machine Learning AI Model. In 7th International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud), I-SMAC 2023 Proceedings, 2023-01-01, pp. 376-384. Dostupné na: https://doi.org/10.1109/I-SMAC58438.2023.10290278.
    HARISH, Manjunath - SELVARAJ, Saravana Kumar. Designing efficient streaming-data processing for intrusion avoidance and detection engines using entity selection and entity attribute approach. In AIP Conference Proceedings, 2023-08-24, 2790, 1, pp. ISSN 0094243X. Dostupné na: https://doi.org/10.1063/5.0152916.
    JAGATI, Anika - SUBBULAKSHMI, T. Building ML Workflow for Malware Images Classification using Machine Learning Services in Leading Cloud Platforms. In Proceedings of International Conference on Computational Intelligence and Sustainable Engineering Solution, CISES 2023, 2023-01-01, pp. 233-239. Dostupné na: https://doi.org/10.1109/CISES58720.2023.10183421.
    SINGH, Atul Kumar - KOSHY, Aditya Sam - GUPTA, Megha. Cloud Computing for Machine Learning and Cognitive Application. In Cloud-based Intelligent Informative Engineering for Society 5.0, 2023-01-01, pp. 107-122. Dostupné na: https://doi.org/10.1201/9781003213895-6.
    SHRIVASTAVA, A. - CHAKKARAVARTHY, M. - SHAH, M.A. Health monitoring based cognitive IoT using fast machine learning technique. In International Journal of Intelligent Systems and Applications in Engineering. ISSN 2147-6799, 2023, vol. 11, no. 6, pp. 720-729.
    SULTAN, N. Study on the design of algorithm based on machine learning to improve cloud computing. In Technium. 2023, vol. 10, pp. 38-50. doi: 10.47577/technium.v10i.8819.
    KategóriaADCA - Vedecké práce v zahraničných karentovaných časopisoch impaktovaných
    Kategória (od 2022)V3 - Vedecký výstup publikačnej činnosti z časopisu
    Typ výstupučlánok
    Rok vykazovania2020
    Registrované vWOS
    Registrované vSCOPUS
    Registrované vCCC
    DOI 10.1109/ACCESS.2020.2964386
    článok

    článok

    Názov súboruPrístupVeľkosťStiahnutéTypLicence
    A Cloud-Based Framework for Machine Learning.pdfPrístupný1.9 MB3Vydavateľská verzia
    rokCCIFIF Q (best)JCR Av Jour IF PercSJRSJR Q (best)CiteScore
    A
    rok vydaniarok metrikyIFIF Q (best)SJRSJR Q (best)
    202020193.745Q10.775Q1
Počet záznamov: 1  

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