Distributed, Parallel, and Cluster Computing · Computer Science
Understanding and Optimizing the Performance of Distributed Machine Learning Applications on Apache Spark
Celestine Dünner, Thomas Parnell, Kubilay Atasu, Manolis Sifalakis +1
2018-06-21
Distributed, Parallel, and Cluster Computing · Computer Science
Zero-Execution Retrieval-Augmented Configuration Tuning of Spark Applications
Raunaq Suri, Ilan Gofman, Guangwei Yu, Jesse C. Cresswell
2025-03-07
Computation and Language · Computer Science
Large-scale text processing pipeline with Apache Spark
Alexey Svyatkovskiy, Kosuke Imai, Mary Kroeger, Yuki Shiraito
2019-12-03
Distributed, Parallel, and Cluster Computing · Computer Science
Reproducible Experiments for Comparing Apache Flink and Apache Spark on Public Clouds
Shelan Perera, Ashansa Perera, Kamal Hakimzadeh
2016-10-17
Databases · Computer Science
On the Evaluation of RDF Distribution Algorithms Implemented over Apache Spark
Olivier Curé, Hubert Naacke, Mohamed-Amine Baazizi, Bernd Amann
2015-07-10
Distributed, Parallel, and Cluster Computing · Computer Science
A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning
Chenghao Lyu, Qi Fan, Philippe Guyard, Yanlei Diao
2024-09-24
Distributed, Parallel, and Cluster Computing · Computer Science
Distributed Streaming Analytics on Large-scale Oceanographic Data using Apache Spark
Janak Dahal, Elias Ioup, Shaikh Arifuzzaman, Mahdi Abdelguerfi
2019-08-02
Distributed, Parallel, and Cluster Computing · Computer Science
Approximation with Error Bounds in Spark
Guangyan Hu, Desheng Zhang, Sandro Rigo, Thu D. Nguyen
2019-06-07
Distributed, Parallel, and Cluster Computing · Computer Science
A Benchmarking Study to Evaluate Apache Spark on Large-Scale Supercomputers
George K. Thiruvathukal, Cameron Christensen, Xiaoyong Jin, François Tessier +1
2019-10-01
Databases · Computer Science
Flare: Native Compilation for Heterogeneous Workloads in Apache Spark
Grégory M. Essertel, Ruby Y. Tahboub, James M. Decker, Kevin J. Brown +2
2017-03-27
Distributed, Parallel, and Cluster Computing · Computer Science
Approximate Stream Analytics in Apache Flink and Apache Spark Streaming
Do Le Quoc, Ruichuan Chen, Pramod Bhatotia, Christof Fetze +2
2017-09-12
Distributed, Parallel, and Cluster Computing · Computer Science
A Survey on Spark Ecosystem for Big Data Processing
Shanjiang Tang, Bingsheng He, Ce Yu, Yusen Li +1
2020-12-17
Distributed, Parallel, and Cluster Computing · Computer Science
Reshape: Adaptive Result-aware Skew Handling for Exploratory Analysis on Big Data
Avinash Kumar, Sadeem Alsudais, Shengquan Ni, Zuozhi Wang +2
2022-08-30
Distributed, Parallel, and Cluster Computing · Computer Science
Towards General and Efficient Online Tuning for Spark
Yang Li, Huaijun Jiang, Yu Shen, Yide Fang +7
2023-09-06
Databases · Computer Science
Performance Evaluation of Query Plan Recommendation with Apache Hadoop and Apache Spark
Elham Azhir, Mehdi Hosseinzadeh, Faheem Khan, Amir Mosavi
2022-10-14
Optimization and Control · Mathematics
Adaptive Computing for Scale-up Problems
Kevin Patrick Griffin, Hilary Egan, Marc T. Henry de Frahan, Juliane Mueller +10
2025-05-30
Distributed, Parallel, and Cluster Computing · Computer Science
Spark Parameter Tuning via Trial-and-Error
Panagiotis Petridis, Anastasios Gounaris, Jordi Torres
2016-07-26
Distributed, Parallel, and Cluster Computing · Computer Science
Modeling and Simulation of Spark Streaming
Jia-Chun Lin, Ming-Chang Lee, Ingrid Chieh Yu, Einar Broch Johnsen
2018-09-12