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All Journal IAES International Journal of Artificial Intelligence (IJ-AI) IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Kompak : Jurnal Ilmiah Komputerisasi Akuntansi E-Bisnis : Jurnal Ilmiah Ekonomi dan Bisnis CommIT (Communication & Information Technology) Al-Iqtishad : Jurnal Ilmu Ekonomi Syariah (Journal of Islamic Economics) LINK ANDHARUPA Akuisisi : Jurnal Akuntansi Pendas : Jurnah Ilmiah Pendidikan Dasar JMM (Jurnal Masyarakat Mandiri) Jurnal Rekam Medis dan Informasi Kesehatan Jurnal Manajemen Informasi Kesehatan Indonesia (JMIKI) Kajian Bisnis STIE Widya Wiwaha Go Infotech: Jurnal Ilmiah STMIK AUB Jurnal Ekonomi Dan Bisnis Abdimasku : Jurnal Pengabdian Masyarakat JURNAL PENDIDIKAN, SAINS DAN TEKNOLOGI Infokes : Jurnal Ilmiah Rekam Medis dan Informasi Kesehatan MANAJEMEN ProBisnis : Jurnal Manajemen Educenter: Jurnal Ilmiah Pendidikan INFORMATIKA Dinamika PENA ABDIMAS : Jurnal Pengabdian Masyarakat JURNAL AKUNTANSI DAN BISNIS Journal of Artificial Intelligence and Digital Business Community: Jurnal Pengabdian Pada Masyarakat Jurnal Rekayasa elektrika Journal of Technology Informatics and Engineering Jurnal Informatika Polinema (JIP) Empowering Humanity Journal of Economics, Business, Accounting and Management Jurnal Riset Teknik Komputer EDUCENTER JURNAL PENDIDIKAN Scientific Journal of Informatics Jurnal Informatika dan Kesehatan Bumi: Jurnal Hasil Kegiatan Sosialisasi Pengabdian Kepada Masyarakat International Journal of Mechanical, Electrical and Civil Engineering Cakrawangsa Bisnis Go Infotech: Jurnal Ilmiah STMIK AUB
Nur Rokhman
Dept. Of Computer Science And Electronics, Gadjah Mada University
Religion Arts Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Medicine & Pharmacology Nursing Public Health Social Sciences Veterinary Other

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Journal : Journal of Technology Informatics and Engineering

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Enhancing AI Model Accuracy and Scalability Through Big Data and Cloud Computing Jamaludin, Haris; Achlison, Unang; Rokhman, Nur
Journal of Technology Informatics and Engineering Vol. 3 No. 3 (2024): December (Special Issue: Big Data Analytics) | JTIE: Journal of Technology Info
Publisher : University of Science and Computer Technology

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/jtie.v3i3.203

Abstract

Data's exponential growth and cloud computing advancements have significantly impacted artificial intelligence (AI) model development. This study investigates how big data techniques integrated with cloud computing enhance the scalability and accuracy of AI models across sectors such as healthcare, business, and cybersecurity. Adopting a qualitative methodology, the research examines secondary data from 2020–2024, including case studies and literature. Key findings reveal that cloud computing enables large-scale data processing with significant efficiency, achieving average speeds of 20–45 seconds for datasets ranging from 50–120 TB/day. AI model accuracy also improved across sectors, increasing by 20% on average—reaching 92% in cybersecurity, 90% in healthcare, and 85% in business applications. The study identifies deep learning algorithms as pivotal for leveraging cloud computing's flexibility, allowing for advanced data analysis and real-time insights. However, challenges in data security and privacy remain critical concerns. This research contributes by highlighting the transformative role of cloud computing in big data management and AI optimization, offering practical insights into enhancing predictive capabilities while addressing operational cost efficiency through scalable infrastructure. The findings emphasize the necessity of robust security protocols to mitigate risks and ensure sustainable AI applications. Future research should explore sector-specific implementations to refine and expand the practical utility of these integrated technologies.
Co-Authors Abdul Khafid, Abdul Agus Priyadi Agus Priyadi Agus Setiawan Agus Sihabuddin Agustiningrum, Vetriana Ahmad Riyadi Akbar, Muhamat Maulana Akrom, Ahmad Alamsyah, Reka Ali Imron Andleeb, Naima Andreas Heri Kurniawan Angga Eko Pramono Anifudin Azis Anshori, Arif Iman Arga adriansah Arif Sutrisno Bambang Widjanarko Susilo Bayu Aryanto Belo, Teresa Freitas Cahaya Jatmoko Cahyaning, Enggar Kartika Chasandra Puspitasari Choerun Asnawi Choirunnisa, Ayu Rizka Citra Nova Amalia Delinda Dalis Yuliani Dewi, Fadila Ayu Kumala Dewi, Siska Dian Herawati Dini Kharisatul Khabibah Dwi Nugroho Dyah Ari Susanti Edi Sugiarto Edwin Zusrony Eka Sudarusman, Eka Eni Endaryati ENI ENDARYATI Etylusfina, Etylusfina Fangela Myas Sari Fikri Budiman Fitro Nur Hakim Ghulam, Hafiz Grace, Flora Grhasta Dian Perestroika Hakim, Mujibul Hapsari, Luthfia Nurma Heri Hernawan Heru Lestiawan Heryawan, Lukman Indonesia, Dini Kharisatul Khabibah Iqnatius Dimas Nugroho Irda Yunianto Iswantoro, Ibnu Yanuar Jamaludin, Haris Jatmiko, Cahaya Junta Zeniarja Juwita Maharanti Kirana, Kusuma Candra kumalasari subroto, vivi Kurniawan, Andreas Heri Kusuma Chandra Kirana, Kusuma Chandra Kusumajaya, Robby Andika Kusumo, Haryo Laksana, Deddy Award Widya Maharani Maharani, Maharani Maulan, Puteri Anindya Miftah, Mohamad Miftakhur Rohmah, Miftakhur Millatina, Syifa Muinah Fadhilah, Muinah Muljono Muljono Murdayana, Murdayana Murdianingsih, Dian Nining Fitriani Nur Chakiki Ramadiansyah Nur Romdhonah, Fitri Nurgiyantoro, Edi Permata, Aurel Priastyca Praretno Wibowo Prasetio, Diki Bima Purnasari, Eni Puspitasari, Arnetta Aulia Puspitasari, Chasandra Qayyum, Abdul Raden Arief Nugroho Raden Roro Sisilia Sulistiyaningsih rahman, Maftur Rahmawati, Alfiani Diah Rasilah, Rasilah Riski Yunanto Rizka Ariyanti Saidah, Nur Saifudin Zuhri Salsabila, Ika Putri Sari, Fangela Myas Setiawardani, Wawan Sindhu Rakasiwi Siska Dewi Siswanto, Edy Sri Wahyuning Sukemi Kamto Sudibyo Sumaryanto Sumaryanto, Sumaryanto Syamsul Hadi Syarifah Salma Titik Rianawati Valentina Widya Suryaningtyas, Valentina Widya Vintya Meiliana Putri Nugraheni Vivi Kumalasari Vivi Kumalasari, Vivi Wahyono Wenti Ayu Sunarjo Wibowo, Moh Edi Wildan, Muh Khaerul Wiryanta, Wiryanta Wiwid Wahyudi