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Analisis Kinerja dan Efisiensi Energi k-means dan Gaussian Mixture Model Terdistribusi pada Klaster Single Board Computer dan Personal Computer dengan Apache Spark

• Authors : Deffin Purnama Noer; Muhaza Liebenlito; Taufik Edy Sutanto

Subjects: apache spark; energy efficiency; gaussian mixture model

• Source: Jambura Journal of Mathematics, Vol 8, Iss 1, Pp 32-44 (2026)

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A performance enhanced distributed computing framework for clustering by local direction centrality upon Apache Spark

• Authors : Zhipeng Gui; Zichen Huang; Huan Chen

Subjects: Clustering; K-nearest neighbor search; Apache Spark

• Source: Big Earth Data, Vol 9, Iss 4, Pp 797-827 (2025)

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Enabling scalable single-cell transcriptomic analysis through distributed computing with Apache spark

• Authors : Asif Adil; Namrata Bhattacharya; Aadam

Subjects: Apache spark; ScRNA-seq; Normalization

• Source: Scientific Reports, Vol 15, Iss 1, Pp 1-16 (2025)

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Applying Machine Learning on Big Data With Apache Spark

• Authors : Elias Dritsas; Maria Trigka

Subjects: Big data; machine learning; apache spark

• Source: IEEE Access, Vol 13, Pp 53377-53393 (2025)

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Kajian Performa Efisiensi Infrastruktur Big Data Hemat Energi Menggunakan Single Board Computer dan Framework Apache Spark

• Authors : Syahel Rusfi Razaba; Muhaza Liebenlito; Taufik Edy Sutanto

Subjects: Apache Spark; Big Data; Green AI

• Source: Jurnal Teknologi dan Sistem Informasi, Vol 11, Iss 2 (2025)

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Optimizing Apache Spark MLlib: Predictive Performance of Large-Scale Models for Big Data Analytics.

• Authors : Theodorakopoulos, Leonidas¹ (AUTHOR); Karras, Aristeidis² (AUTHOR) ; Krimpas, George A.^1,2 (AUTHOR)

• Source: Algorithms. Feb2025, Vol. 18 Issue 2, p74. 27p.

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Analisis dan Prediksi Curah Hujan Bulanan Kota Serang Berbasis Apache Spark Menggunakan Dataset BPS Provinsi Banten

• Authors : Rifqi Maulana, Muhammad; Fazilatunnisa, Azwa; Febriansyah, M. Yogi

Subjects: Prediksi Curah Hujan; Apache Spark; Random Forest

• Source: Jurnal Ilmu Komputer dan Teknik Informatika; Vol. 2 No. 1 (2026): Januari 2026; 15-21 ; 3110-0864 ; 10.64803/juikti.v2i1

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An approach to botnet attacks in the fog computing layer and Apache Spark for smart cities.

• Authors : Al Dawi, Abdelaziz¹ (AUTHOR) ; Tezel, Necmi Serkan¹ (AUTHOR) ; Rahebi, Javad² (AUTHOR)

• Source: Journal of Supercomputing. Mar2025, Vol. 81 Issue 4, p1-30. 30p.

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Development of Large-scale Trip Analysis Toolkits for Vehicle-based GPS Trajectories using Apache Spark and Open Data: A Case Study of Taxis in Bangkok, Thailand.

• Authors : Apichon, W.¹ ; Athispat, P.¹

• Source: International Journal of Geoinformatics. Jan2025, Vol. 21 Issue 1, p1-14. 14p.

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Comparison of Hadoop Mapreduce and Apache Spark in Big Data Processing with Hgrid247-DE

• Authors : Firmania Dwi Utami; Femi Dwi Astuti

Subjects: big data; apache spark; mapreduce

• Source: Journal of Applied Informatics and Computing, Vol 8, Iss 2, Pp 390-399 (2024)

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