Search results for "SPARK"

Hits ?▲	Authors	Title	Venue	Year	Link
12	Hongwei Chen, He Ai, Zhihui Yang, Weiwei Yang, Zhiwei Ye, Dawei Dong	An Improved XGBoost Model Based on Spark for Credit Card Fraud Prediction.	IDAACS-SWS	2020	DBLP DOI BibTeX RDF
12	Hui Xu, Wei Zhang, Man Gao, Hongwei Chen	Clustering Analysis for Big Data in Network Security Domain Using a Spark-Based Method.	IDAACS-SWS	2020	DBLP DOI BibTeX RDF
12	Subasish Gosh, Nazmun Nahar, Mohammad Abdul Wahab, Munmun Biswas, Mohammad Shahadat Hossain, Karl Andersson 0001	Recommendation System for E-commerce Using Alternating Least Squares (ALS) on Apache Spark.	ICO	2020	DBLP DOI BibTeX RDF
12	Altti Ilari Maarala, Ossi Arasalo, Daniel Valenzuela 0001, Keijo Heljanko, Veli Mäkinen	Scalable Reference Genome Assembly from Compressed Pan-Genome Index with Spark.	BigData	2020	DBLP DOI BibTeX RDF
12	Muhammad Usama Javaid, Ahmed Amir Kanoun, Florian Demesmaeker, Amine Ghrab, Sabri Skhiri	A Performance Prediction Model for Spark Applications.	BigData	2020	DBLP DOI BibTeX RDF
12	Do Quang Dat, Phan Duy Hung	Clustering of Time-Series Balance History Data Streams Using Apache Spark.	CDVE	2020	DBLP DOI BibTeX RDF
12	Guangjun Ye, Wuji Liu, Chase Q. Wu, Wei Shen, Xukang Lyu	On Machine Learning-based Stage-aware Performance Prediction of Spark Applications.	IPCCC	2020	DBLP DOI BibTeX RDF
12	Apostolos Glenis	Scalable Time Series Classification in streaming and batch environments on Apache Spark.	IISA	2020	DBLP DOI BibTeX RDF
12	Carla Viegas, Albert Lu, Annabel Su, Carter Strear, Yi Xu, Albert Topdjian, Daniel Limón, J. J. Xu	Spark Creativity by Speaking Enthusiastically: Communication Training using an E-Coach.	ICMI	2020	DBLP DOI BibTeX RDF
12	Meng Wang, Shushan Li	Formalizing Spark Applications with MSVL.	SOFL+MSVL	2020	DBLP DOI BibTeX RDF
12	Mohamed Ragab 0001, Riccardo Tommasini 0001, Sadiq Eyvazov, Sherif Sakr	Towards making sense of Spark-SQL performance for processing vast distributed RDF datasets.	SBD@SIGMOD	2020	DBLP DOI BibTeX RDF
12	Per Fuchs, Peter A. Boncz, Bogdan Ghit	EdgeFrame: Worst-Case Optimal Joins for Graph-Pattern Matching in Spark.	GRADES-NDA@SIGMOD	2020	DBLP DOI BibTeX RDF
12	Kewen Wang 0003, Mohammad Maifi Hasan Khan, Nhan Nguyen	A Dynamic Resource Allocation Framework for Apache Spark Applications.	COMPSAC	2020	DBLP DOI BibTeX RDF
12	Xiumin Chu, Jinyu Lei, Xinglong Liu, Zhiyuan Wang	KMEANS Algorithm Clustering for Massive AIS Data Based on the Spark Platform.	CRC	2020	DBLP DOI BibTeX RDF
12	Ahmad S. Alnafessah, Giuliano Casale	TRACK: Optimizing Artificial Neural Networks for Anomaly Detection in Spark Streaming Systems.	VALUETOOLS	2020	DBLP DOI BibTeX RDF
12	João Batista de Souza Neto, Anamaria Martins Moreira, Genoveva Vargas-Solar, Martin Alejandro Musicante	Mutation Operators for Large Scale Data Processing Programs in Spark.	CAiSE	2020	DBLP DOI BibTeX RDF
12	Yinggen Xu, Liu Liu, Zhijun Ding	DAG-Aware Joint Task Scheduling and Cache Management in Spark Clusters.	IPDPS	2020	DBLP DOI BibTeX RDF
12	Manvi Saxena, Shweta Jha, Saba Khan, John Rodgers, Peggy Lindner, Edgar Gabriel	Comparison of MPI and Spark for Data Science Applications.	IPDPS Workshops	2020	DBLP DOI BibTeX RDF
12	Long Chen 0012, Xiaojuan Zhang, Jun Zhao 0004, Wei Wang 0036	Spark Parallel Acceleration-Based Optimal Scheduling for Air Compressor Group.	ISNN	2020	DBLP DOI BibTeX RDF
12	Choiru Za'in, Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Eric Pardede	Scalable Teacher-Forcing Networks under Spark Environments for Large-Scale Streaming Problems.	EAIS	2020	DBLP DOI BibTeX RDF
12	Piotr Jedrzejowicz, Izabela Wierzbowska	Solving Job Shop Scheduling with Parallel Population-Based Optimization and Apache Spark.	KES-IDT	2020	DBLP DOI BibTeX RDF
12	Xiaodong Su	Efficient Logistic Regression with L2 Regularization using ADMM on Spark.	ICMLT	2020	DBLP DOI BibTeX RDF
12	Anh-Cang Phan, Thuong-Cang Phan, Ngoan-Thanh Trieu	A Comparative Study of Join Algorithms in Spark.	FDSE	2020	DBLP DOI BibTeX RDF
12	Paulo Vinicius Mendonca Cardoso, Rhauani Weber Aita Fazul, Patrícia Pitthan Barcelos	Validação de Políticas para o Estabelecimento Dinâmico de Checkpoints no Apache Spark.	SBRC	2020	DBLP DOI BibTeX RDF
12	Vyoma Singh, Birupaksha Pal, Tushar Jain	State and Parameter Estimation for Spark Ignition Engine with Parameter Uncertainty.	MED	2020	DBLP DOI BibTeX RDF
12	Filippo Schiavio, Daniele Bonetta, Walter Binder	Towards dynamic SQL compilation in Apache Spark.	Programming	2020	DBLP DOI BibTeX RDF
12	Yue Sun, Peng Yuan 0009, Guijuan Li	Research on Classification and Recognition of Underwater Targets Based on Spark's Decision Tree Technology.	ICSPCC	2020	DBLP DOI BibTeX RDF
12	Alex Romanova	Building Knowledge Graph in Spark Without SPARQL.	DEXA Workshops	2020	DBLP DOI BibTeX RDF
12	Sandip Ghosal, R. K. Shyamasundar	Information Flow Security Certification for SPARK Programs.	DBSec	2020	DBLP DOI BibTeX RDF
12	Marin Fotache, Marius-Iulian Cluci, Valerica Greavu-Serban	Low Cost Big Data Solutions: The Case of Apache Spark on Beowulf Clusters.	IoTBDS	2020	DBLP DOI BibTeX RDF
12	Aleksey V. Burdakov, Victoria Proletarskaya, Andrey D. Ploutenko, Oleg Ermakov, Uriy A. Grigorev	Predicting SQL Query Execution Time with a Cost Model for Spark Platform.	IoTBDS	2020	DBLP DOI BibTeX RDF
12	Xiaoman Bai, Yongxiang Feng, Leixiao Li, Liping Zhang	Research on Prediction of Urban Road Congestion Based on Spark-GBDT.	ICITE	2020	DBLP DOI BibTeX RDF
12	Yijie Shen, Jin Xiong, Dejun Jiang 0001	SrSpark: Skew-resilient Spark based on Adaptive Parallel Processing.	ICPADS	2020	DBLP DOI BibTeX RDF
12	Sanjeevan Sritharan, Thai Son Hoang	Towards Generating SPARK from Event-B Models.	IFM	2020	DBLP DOI BibTeX RDF
12	Karim Youssef, Wu-chun Feng	SparkLeBLAST: Scalable Parallelization of BLAST Sequence Alignment Using Spark.	CCGRID	2020	DBLP DOI BibTeX RDF
12	Tobias Enders, Dominik Martin, Garish Gagan Sehgal, Ronny Schüritz	Igniting the Spark: Overcoming Organizational Change Resistance to Advance Innovation Adoption - The Case of Data-Driven Services.	IESS	2020	DBLP DOI BibTeX RDF
12	Hui Li, Dong Wang, Tianze Huang, Yu Gao 0002, Wensheng Dou, Lijie Xu, Wei Wang 0049, Jun Wei 0001, Hua Zhong 0001	Detecting cache-related bugs in Spark applications.	ISSTA	2020	DBLP DOI BibTeX RDF
12	Ishaan Lagwankar, Ananth Narayan Sankaranarayanan, Subramaniam Kalambur	Impact of Map-Reduce framework on Hadoop and Spark MR Application Performance.	IEEE BigData	2020	DBLP DOI BibTeX RDF
12	Arjun Pandya, Oluwatobiloba Odunsi, Chen Liu 0007, Alfredo Cuzzocrea, Jianwu Wang 0001	Adaptive and Efficient Streaming Time Series Forecasting with Lambda Architecture and Spark.	IEEE BigData	2020	DBLP DOI BibTeX RDF
12	Yuta Morisawa, Masaki Suzuki, Takeshi Kitahara	Flexible Executor Allocation without Latency Increase for Stream Processing in Apache Spark.	IEEE BigData	2020	DBLP DOI BibTeX RDF
12	Michael J. Mior, Kenneth Salem	ReSpark: Automatic Caching for Iterative Applications in Apache Spark.	IEEE BigData	2020	DBLP DOI BibTeX RDF
12	Wei Rang, Donglin Yang, Dazhao Cheng	A Shared Memory Cache Layer across Multiple Executors in Apache Spark.	IEEE BigData	2020	DBLP DOI BibTeX RDF
12	R. Uday Kiran, Sadanori Ito, Minh-Son Dao, Koji Zettsu, Cheng-Wei Wu, Yutaka Watanobe, Incheon Paik, Truong Cong Thang	Distributed Mining of Spatial High Utility Itemsets in Very Large Spatiotemporal Databases using Spark In-Memory Computing Architecture.	IEEE BigData	2020	DBLP DOI BibTeX RDF
12	Md Hasanuzzaman Noor, Leonidas Fegaras	Translation of Array-Based Loops to Spark SQL.	IEEE BigData	2020	DBLP DOI BibTeX RDF
12	Minhyeok Kweun, Woo-Yeon Lee, Goeun Kim, Jisoo Hwang, Yoonkyong Lee	Lineage Checkpoint Approach for Long-lineage Problem in Apache Spark.	IEEE BigData	2020	DBLP DOI BibTeX RDF
12	Jiwon Bang, Mi-Jung Choi	Docker environment based Apache Storm and Spark Benchmark Test.	APNOMS	2020	DBLP DOI BibTeX RDF
12	Maurício Fernando Lima Pereira, Paulo Estevão Cruvinel, Gabriel M. Alves, José Marcos G. Beraldo	Parallel Computational Structure and Semantics for Soil Quality Analysis Based on LoRa and Apache Spark.	ICSC	2020	DBLP DOI BibTeX RDF
12	Ming Liu 0021, Zhi Xue, Xiangjian He	A Unified Host-based Intrusion Detection Framework using Spark in Cloud.	TrustCom	2020	DBLP DOI BibTeX RDF
12	Hui Kang, Shengquan Chen, Lingfeng Lu, Chenkun Meng	Research and Improvement of Community Discovery Algorithm Based on Spark for Large Scale Complicated Networks.	TrustCom	2020	DBLP DOI BibTeX RDF
12	Kok Yew Ng, Erik Frisk, Mattias Krysander	Design and Selection of Additional Residuals to Enhance Fault Isolation of a Turbocharged Spark Ignited Engine System.	CoDIT	2020	DBLP DOI BibTeX RDF
12	Athanasios Alexopoulos, Georgios Drakopoulos, Andreas Kanavos, Spyros Sioutas, Gerasimos Vonitsanos	Parametric Evaluation Of Collaborative Filtering Over Apache Spark.	SEEDA-CECNSM	2020	DBLP DOI BibTeX RDF
12	Georgios Drakopoulos, Andreas Kanavos, Konstantinos Paximadis, Aristidis Ilias, Christos Makris, Phivos Mylonas	Computing Massive Trust Analytics for Twitter using Apache Spark with Account Self-assessment.	WEBIST	2020	DBLP DOI BibTeX RDF
12	Yuxiang Li, Zhiyong Zhang 0002, Danmei Niu, Junchang Jing	ParaCA: A Speculative Parallel Crawling Approach on Apache Spark.	ICA3PP (1)	2020	DBLP DOI BibTeX RDF
12	Daniel Rammer, Sangmi Lee Pallickara, Shrideep Pallickara	Towards Timely, Resource-Efficient Analyses Through Spatially-Aware Constructs within Spark.	UCC	2020	DBLP DOI BibTeX RDF
12	Aakash Raj Pokhrel, Sujing Wang	Design of Fast and Scalable Clustering Algorithm on Spark.	ICCBDC	2020	DBLP DOI BibTeX RDF
12	Wilfried Yves Hamilton Adoni, Moez Krichen, Tarik Nahhal, Abdeltif Elbyed	Multi-path Coverage of All Final States for Model-Based Testing Theory Using Spark In-memory Design.	VECoS	2020	DBLP DOI BibTeX RDF
12	Nguyen Anh Tu, Thien Huynh-The, Kok-Seng Wong, Dinh-Mao Bui, Young-Koo Lee	Distributed Feature Extraction on Apache Spark for Human Action Recognition.	IMCOM	2020	DBLP DOI BibTeX RDF
12	Sharan Duggirala, Teng-Sheng Moh	A Novel Approach to Music Genre Classification using Natural Language Processing and Spark.	IMCOM	2020	DBLP DOI BibTeX RDF
12	Lamia Karim, Azedine Boulmakoul, Meriem Mandar, Ahmed Lbath, Mohamed Nahri	A new pedestrians' intuitionistic fuzzy risk exposure indicator and big data trajectories analytics on Spark-Hadoop ecosystem.	ANT/EDI40	2020	DBLP DOI BibTeX RDF
12	Hongwei Chen, Dongqiang Liu, Lin Han, Shuyu Yao, Congyuan Jin, Xiang Hu	A Spark-based Distributed Dragonfly Algorithm for Feature Selection.	ICCSE	2020	DBLP DOI BibTeX RDF
12	Hongwei Chen, Fangrui Liu, Pengyang Chang, Shuyu Yao, Fei Huang, Jiwei Hu	An Improved Salp Swarm Algorithm Based on Spark for Feature Selection.	ICCSE	2020	DBLP DOI BibTeX RDF
12	Zitian Wang, Aibo Xu, Zipeng Zhang, Chunzhi Wang, Aijun Liu, Xiang Hu	The Parallelization and Optimization of K-means Algorithm Based on Spark.	ICCSE	2020	DBLP DOI BibTeX RDF
12	Thanh-Ngoan Trieu, Anh-Cang Phan, Thuong-Cang Phan	An Efficient Approach for Improving Recursive Joins Based on Three-Way Joins in Spark.	ICCCI (CCIS Volume)	2020	DBLP DOI BibTeX RDF
12	Muhammad Ali Gulzar, Madanlal Musuvathi, Miryung Kim	BigTest: a symbolic execution based systematic test generation tool for Apache spark.	ICSE (Companion Volume)	2020	DBLP DOI BibTeX RDF
12	Yuchen Cheng, Chunghsuan Wu, Yanqiang Liu, Rui Ren, Hong Xu 0001, Bin Yang, Zhengwei Qi	OPS: Optimized Shuffle Management System for Apache Spark.	ICPP	2020	DBLP DOI BibTeX RDF
12	Ioannis Ballas, Vassilios Tsakanikas, Evaggelos Pefanis, Vassilios Tampakas	Assessing the computational limits of GraphDBs' engines - A comparison study between Neo4j and Apache Spark.	PCI	2020	DBLP DOI BibTeX RDF
12	Qing Guo 0005, Xiaofei Xie, Felix Juefei-Xu, Lei Ma 0003, Zhongguo Li, Wanli Xue, Wei Feng 0005, Yang Liu 0003	SPARK: Spatial-Aware Online Incremental Attack Against Visual Tracking.	ECCV (25)	2020	DBLP DOI BibTeX RDF
12	Yunhong Zheng, Xinzheng Niu, Philippe Fournier-Viger, Fan Li, Lin Gao	Distributed Density Peak Clustering of Trajectory Data on Spark.	IEA/AIE	2020	DBLP DOI BibTeX RDF
12	Abdelaziz El Yazidi, Moulay Lahcen Hasnaoui, Mohamed Saad Azizi	Sensitivity analysis of latency to data size in Spark environment.	ICECOCS	2020	DBLP DOI BibTeX RDF
12	Bannya Chanda, Shikharesh Majumdar	Filtering and Storing User Preferred Data: an Apache Spark Based Approach.	DASC/PiCom/CBDCom/CyberSciTech	2020	DBLP DOI BibTeX RDF
12	Kanwal Aalijah, Rabia Irfan	Scalable Taxonomy Generation and Evolution on Apache Spark.	DASC/PiCom/CBDCom/CyberSciTech	2020	DBLP DOI BibTeX RDF
12	Alexander Döschl, Max-Emanuel Keller, Peter Mandl 0001	Performance evaluation of Apache Hadoop and Apache Spark for parallelization of compute-intensive tasks.	iiWAS	2020	DBLP DOI BibTeX RDF
12	Maha Dessokey, Sherif M. Saif, Sameh A. Salem, Elsayed M. Saad, Hesham Eldeeb	Memory Management Approaches in Apache Spark: A Review.	AISI	2020	DBLP DOI BibTeX RDF
12	Jairson B. Rodrigues, Germano C. Vasconcelos, Paulo R. M. Maciel	Time and Cost Prediction Models for Language Classification Over a Large Corpus on Spark.	SSCI	2020	DBLP DOI BibTeX RDF
12	Tao Xue, Yu Wen, Bo Luo, Boyang Zhang, Yang Zheng, Yanfei Hu, Yingjiu Li, Gang Li 0009, Dan Meng	GuardSpark++: Fine-Grained Purpose-Aware Access Control for Secure Data Sharing and Analysis in Spark.	ACSAC	2020	DBLP DOI BibTeX RDF
12	Aman Jain, Ata F. Baarzi, George Kesidis, Bhuvan Urgaonkar, Nader Alfares, Mahmut T. Kandemir	SplitServe: Efficiently Splitting Apache Spark Jobs Across FaaS and IaaS.	Middleware	2020	DBLP DOI BibTeX RDF
12	Mohammad Mahdi Javanmard, Zafar Ahmad, Jaroslaw Zola, Louis-Noël Pouchet, Rezaul Chowdhury, Robert J. Harrison	Efficient Execution of Dynamic Programming Algorithms on Apache Spark.	CLUSTER	2020	DBLP DOI BibTeX RDF
12	Laura R. Humphrey, James Hamil, Joffrey Huguet	End-to-End Verification of Initial and Transition Properties of GR(1) Designs in SPARK.	SEFM	2020	DBLP DOI BibTeX RDF
12	Md Azher Uddin, Young-Koo Lee	Dynamic Facial Emotion Recognition Using Deep Spatial Feature and Handcrafted Spatiotemporal Feature on Spark.	BigComp	2020	DBLP DOI BibTeX RDF
12	Yunlan Wang, Yingjing Wang, Zhengxiong Hou, Xingli Li	Energy Consumption Modeling for the PageRank Application in Spark.	PAAP	2020	DBLP DOI BibTeX RDF
12	Mingxiao Jin, Xiaomin Shang	Incremental Food Sample Detection Method Based on Spark Framework.	ATCI	2020	DBLP DOI BibTeX RDF
12	Alexandre Aa Silva Veith, Marcos Dias de Assunção	Apache Spark.	Encyclopedia of Big Data Technologies	2019	DBLP DOI BibTeX RDF
12	Xiao Li, Cheng Lian, Shu Mo	Spark SQL.	Encyclopedia of Big Data Technologies	2019	DBLP DOI BibTeX RDF
12	Giuseppe Cattaneo, Raffaele Giancarlo, Umberto Ferraro Petrillo, Gianluca Roscigno	MapReduce in Computational Biology Via Hadoop and Spark.	Encyclopedia of Bioinformatics and Computational Biology (1)	2019	DBLP DOI BibTeX RDF
12	Xuesong Yan, Zhixin Zhu, Chengyu Hu, Wenyin Gong, Qinghua Wu 0001	Spark-based intelligent parameter inversion method for prestack seismic data.	Neural Comput. Appl.	2019	DBLP DOI BibTeX RDF
12	Xing Wang 0005, Xinhua Jiang, Yi Wu, Mingwei Lin	A Second-Order HMM Trajectory Prediction Method based on the Spark Platform.	J. Inf. Hiding Multim. Signal Process.	2019	DBLP BibTeX RDF
12	Zhiqiang Hu, Xiaoping Yuan	A machine vision detection algorithm for laser-cutting spark jet angle.	J. Intell. Fuzzy Syst.	2019	DBLP DOI BibTeX RDF
12	Yi Liu, Jiahuan Lu, Feng Mao, Kaidi Tong	The product quality risk assessment of e-commerce by machine learning algorithm on spark in big data environment.	J. Intell. Fuzzy Syst.	2019	DBLP DOI BibTeX RDF
12	Randall T. Whitman, Bryan G. Marsh, Michael B. Park, Erik G. Hoel	Distributed Spatial and Spatio-Temporal Join on Apache Spark.	ACM Trans. Spatial Algorithms Syst.	2019	DBLP DOI BibTeX RDF
12	Jia Yu 0001, Zongsi Zhang, Mohamed Sarwat	Spatial data management in apache spark: the GeoSpark perspective and beyond.	GeoInformatica	2019	DBLP DOI BibTeX RDF
12	Alex Gittens, Kai Rothauge, Shusen Wang, Michael W. Mahoney, Jey Kottalam, Lisa Gerhardt, Prabhat, Michael F. Ringenburg, Kristyn J. Maschhoff	Alchemist: An Apache Spark ⇔ MPI interface.	Concurr. Comput. Pract. Exp.	2019	DBLP DOI BibTeX RDF
12	Ehsan Ghasemi, Paul Chow	Accelerating Apache Spark with FPGAs.	Concurr. Comput. Pract. Exp.	2019	DBLP DOI BibTeX RDF
12	Arturo Téllez-Velázquez, Raúl Cruz-Barbosa	A Spark image processing toolkit.	Concurr. Comput. Pract. Exp.	2019	DBLP DOI BibTeX RDF
12	Chuitian Rong, Xiaohai Cheng, Ziliang Chen, Na Huo	Similarity joins for high-dimensional data using Spark.	Concurr. Comput. Pract. Exp.	2019	DBLP DOI BibTeX RDF
12	Zhichao Xing, Guangming Li	Intelligent Classification Method of Remote Sensing Image Based on Big Data in Spark Environment.	Int. J. Wirel. Inf. Networks	2019	DBLP DOI BibTeX RDF
12	Xiao-hong Zhang 0005, Kai Qian, Jianji Ren, Zong-pu Jia, Tianpeng Jiang, Quan Zhang	Measurement and analysis of content diffusion characteristics in opportunity environmentswith Spark.	Frontiers Inf. Technol. Electron. Eng.	2019	DBLP DOI BibTeX RDF
12	Andreas M. Tillmann	Computing the spark: mixed-integer programming for the (vector) matroid girth problem.	Comput. Optim. Appl.	2019	DBLP DOI BibTeX RDF
12	Raul-Jose Palma-Mendoza, Luis de Marcos, Daniel Rodríguez 0001, Amparo Alonso-Betanzos	Distributed correlation-based feature selection in spark.	Inf. Sci.	2019	DBLP DOI BibTeX RDF
12	Ameya Malondkar, Roberto Corizzo, Iluju Kiringa, Michelangelo Ceci, Nathalie Japkowicz	Spark-GHSOM: Growing Hierarchical Self-Organizing Map for large scale mixed attribute datasets.	Inf. Sci.	2019	DBLP DOI BibTeX RDF
12	Junli Li, Jifu Zhang, Xiao Qin 0001, Yaling Xun	Feature grouping-based parallel outlier mining of categorical data using spark.	Inf. Sci.	2019	DBLP DOI BibTeX RDF