Distributed, Parallel, and Cluster Computing · Computer Science
Solving All-Pairs Shortest-Paths Problem in Large Graphs Using Apache Spark
Frank Schoeneman, Jaroslaw Zola
2019-08-08
Distributed, Parallel, and Cluster Computing · Computer Science
MESH: A Flexible Distributed Hypergraph Processing System
Benjamin Heintz, Rankyung Hong, Shivangi Singh, Gaurav Khandelwal +2
2019-05-14
Distributed, Parallel, and Cluster Computing · Computer Science
Matrix Computations and Optimization in Apache Spark
Reza Bosagh Zadeh, Xiangrui Meng, Aaron Staple, Burak Yavuz +5
2016-07-14
Distributed, Parallel, and Cluster Computing · Computer Science
An Empirical Comparison of Big Graph Frameworks in the Context of Network Analysis
Jannis Koch, Christian L. Staudt, Maximilian Vogel, Henning Meyerhenke
2016-01-05
Machine Learning · Statistics
A Data and Model-Parallel, Distributed and Scalable Framework for Training of Deep Networks in Apache Spark
Disha Shrivastava, Santanu Chaudhury, Dr. Jayadeva
2017-08-22
Distributed, Parallel, and Cluster Computing · Computer Science
PESC -- Parallel Experiment for Sequential Code
Henrique C. T. Santos, Luciano S. de Souza, Jonathan H. A. de Carvalho, Tiago A. E. Ferreira
2023-01-18
Distributed, Parallel, and Cluster Computing · Computer Science
Analysis of Workflow Schedulers in Simulated Distributed Environments
Jakub Beránek, Stanislav Böhm, Vojtěch Cima
2022-04-18
Distributed, Parallel, and Cluster Computing · Computer Science
Selecting Efficient Cluster Resources for Data Analytics: When and How to Allocate for In-Memory Processing?
Jonathan Will, Lauritz Thamsen, Dominik Scheinert, Odej Kao
2023-06-08
Distributed, Parallel, and Cluster Computing · Computer Science
In-Memory Indexed Caching for Distributed Data Processing
Alexandru Uta, Bogdan Ghit, Ankur Dave, Jan Rellermeyer +1
2022-02-09
Databases · Computer Science
Distributed GraphLab: A Framework for Machine Learning in the Cloud
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson +2
2012-04-30
Distributed, Parallel, and Cluster Computing · Computer Science
Collaborative Cluster Configuration for Distributed Data-Parallel Processing: A Research Overview
Lauritz Thamsen, Dominik Scheinert, Jonathan Will, Jonathan Bader +1
2022-06-02
Machine Learning · Computer Science
DeepSpark: A Spark-Based Distributed Deep Learning Framework for Commodity Clusters
Hanjoo Kim, Jaehong Park, Jaehee Jang, Sungroh Yoon
2016-10-04
Distributed, Parallel, and Cluster Computing · Computer Science
Performance Evaluation of Distributed Computing Environments with Hadoop and Spark Frameworks
Vladyslav Taran, Oleg Alienin, Sergii Stirenko, A. Rojbi +1
2018-01-30
Distributed, Parallel, and Cluster Computing · Computer Science
Alchemist: An Apache Spark <=> MPI Interface
Alex Gittens, Kai Rothauge, Shusen Wang, Michael W. Mahoney +5
2018-06-06
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
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
Distributing Context-Aware Shared Memory Data Structures: A Case Study on Singly-Linked Lists
Raaghav Ravishankar, Sandeep Kulkarni, Sathya Peri, Gokarna Sharma
2025-11-11
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
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
Distributed-Memory Vertex-Centric Network Embedding for Large-Scale Graphs
Sara Riazi, Boyana Norris
2020-06-09