Search results for "SPARK"

Hits ?▲	Authors	Title	Venue	Year	Link
12	Kuncahyo Setyo Nugroho, Anantha Yullian Sukmadewa, Novanto Yudistira	Large-Scale News Classification using BERT Language Model: Spark NLP Approach.	SIET	2021	DBLP DOI BibTeX RDF
12	Fang Zheng, Fang Tian, Liang Zhao	Research and Implementation of Sequence Alignment Model Based on Spark Heterogeneous Cloud Platform.	ICCCS	2021	DBLP DOI BibTeX RDF
12	Laurentiu-Florin Neciu, Florin Pop, Elena Simona Apostol, Ciprian-Octavian Truica	Efficient Real-time Earliest Deadline First based scheduling for Apache Spark.	ISPDC	2021	DBLP DOI BibTeX RDF
12	Suzhen Wang, Zhiting Jia, Wenli Wang	Research on Optimization of Data Balancing Partition Algorithm Based on Spark Platform.	ICAIS (2)	2021	DBLP DOI BibTeX RDF
12	Fei Song, Khaled Zaouk, Chenghao Lyu, Arnab Sinha, Qi Fan, Yanlei Diao, Prashant J. Shenoy	Spark-based Cloud Data Analytics using Multi-Objective Optimization.	ICDE	2021	DBLP DOI BibTeX RDF
12	Sanjanasri J. P., Vijay Krishna Menon, K. P. Soman, Krzysztof Wolk	Mining Bilingual Word Pairs from Comparable Corpus using Apache Spark Framework.	BUCC@RANLP	2021	DBLP BibTeX RDF
12	Jolan Philippe, Massimo Tisi, Hélène Coullon, Gerson Sunyé	Executing certified model transformations on Apache Spark.	SLE	2021	DBLP DOI BibTeX RDF
12	Jing Hu	Hybrid Dynamic Scheduling of MapReduce and Spark Services Based on the Profit Model in the Cloud Computing Platform.	IDSTA	2021	DBLP DOI BibTeX RDF
12	Rim Moussa	Scalable analytics of air quality batches with Apache Spark and Apache Sedona.	DEBS	2021	DBLP DOI BibTeX RDF
12	Lixin Liang, Heng Zhao, Yongan Shen	Comparative Analysis of Hadoop MapReduce and Spark Based on People's Livelihood Appeal Data.	Big Data (CCF)	2021	DBLP DOI BibTeX RDF
12	Lei Zhao, Zhiyu Hua, Rongqiang Feng, Chenxi Huang, Kun Zhang, Pei Li	Recommended Method of Electricity Sales Package Taking into Account Spark and Attribute Weights.	AIAM (ACM)	2021	DBLP DOI BibTeX RDF
12	Dimitra Nikitopoulou, Dimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris	Performance Analysis and Auto-tuning for SPARK in-memory analytics.	DATE	2021	DBLP DOI BibTeX RDF
12	Ajay Choudhary, Preeti Jha, Aruna Tiwari, Neha Bharill, Milind B. Ratnaparkhe	Scalable Fuzzy Clustering-based Regression to Predict the Isoelectric Points of the Plant Protein Sequences using Apache Spark.	FUZZ-IEEE	2021	DBLP DOI BibTeX RDF
12	Mohamed Ragab 0001, Riccardo Tommasini 0001, Feras M. Awaysheh, Juan Carlos Ramos	An In-depth Investigation of Large-scale RDF Relational Schema Optimizations Using Spark-SQL.	DOLAP	2021	DBLP BibTeX RDF
12	Fahad Maqbool, Muhammad Saad Razzaq, Asif Yar, Hajira Jabeen	Large Scale Distributed Optimization using Apache Spark: Distributed Scalable Shade-Bat (DistSSB).	CEC	2021	DBLP DOI BibTeX RDF
12	Bozena Malysiak-Mrozek, Lukasz Bozek, Dariusz Mrozek	Fuzzy Filtering in Large-Scale Prediction of Intrinsically Disordered Regions of Proteins on Apache Spark.	CEC	2021	DBLP DOI BibTeX RDF
12	Matteo Marra, Guillermo Polito, Elisa Gonzalez Boix	Practical Online Debugging of Spark-like Applications.	QRS	2021	DBLP DOI BibTeX RDF
12	Peter Knight, Lucas Partridge, Honor Powrie	GE Aviation Use-case - Apache Spark for Analytics.	ICPHM	2021	DBLP DOI BibTeX RDF
12	Vyoma Singh, Birupaksha Pal, Tushar Jain	A Novel Adaptive UKF-based State Estimation Algorithm for Spark-Ignition Engines.	ECC	2021	DBLP DOI BibTeX RDF
12	Vyoma Singh, Birupaksha Pal, Tushar Jain	A UKF and RLS Based State and Parameter Estimation Algorithm for Spark-Ignition Engines.	ECC	2021	DBLP DOI BibTeX RDF
12	Arpad Kerestely, Alexandra Baicoianu, Razvan Bocu	A Research Study on Running Machine Learning Algorithms on Big Data with Spark.	KSEM	2021	DBLP DOI BibTeX RDF
12	Ming-Yen Lin, Yu-Ju Lin, Sue-Chen Hsueh	Using Spark for Text Mining on Large Scale Liver Cancer Literature.	BDET	2021	DBLP DOI BibTeX RDF
12	Gerasimos Vonitsanos, Theodor Panagiotakopoulos, Andreas Kanavos, Athanasios K. Tsakalidis	Forecasting Air Flight Delays and Enabling Smart Airport Services in Apache Spark.	AIAI Workshops	2021	DBLP DOI BibTeX RDF
12	Rafal Lokuciejewski, Dominik Schüssele, Florian Wilhelm, Sven Groppe	A Platform for Interactive Data Science with Apache Spark for On-premises Infrastructure.	CLOSER	2021	DBLP DOI BibTeX RDF
12	Andreas Kanavos, Theodor Panagiotakopoulos, Gerasimos Vonitsanos, Manolis Maragoudakis, Yiannis Kiouvrekis	Forecasting Winter Precipitation based on Weather Sensors Data in Apache Spark.	IISA	2021	DBLP DOI BibTeX RDF
12	Vyoma Singh, Birupaksha Pal, Tushar Jain	State Estimation for Spark-Ignition Engines Using New Noise Adaptive Laws In Unscented Kalman Filter.	CDC	2021	DBLP DOI BibTeX RDF
12	Shumail Mohyuddin, Christian Prehofer	A Scalable Data Analytics Framework for Connected Vehicles Using Apache Spark.	ISEEIE	2021	DBLP DOI BibTeX RDF
12	Wenqing Lin	Large-Scale Network Embedding in Apache Spark.	KDD	2021	DBLP DOI BibTeX RDF
12	Aiman Muhammad Uwais, Hamidreza Khaleghzadeh	Loan Default Prediction Using Spark Machine Learning Algorithms.	AICS	2021	DBLP BibTeX RDF
12	Marin Fotache, Marius-Iulian Cluci	Big Data Performance in Private Clouds. Some Initial Findings on Apache Spark Clusters Deployed in OpenStack.	RoEduNet	2021	DBLP DOI BibTeX RDF
12	Enes Uguroglu	Near-Real Time Quality Prediction in a Plastic Injection Molding Process Using Apache Spark.	ISCSIC	2021	DBLP DOI BibTeX RDF
12	Soumia Benkrid, Ladjel Bellatreche, Yacine Mestoui, Carlos Ordonez 0001	Towards an Adaptive Multidimensional Partitioning for Accelerating Spark SQL.	DaWaK	2021	DBLP DOI BibTeX RDF
12	Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi	Spark Based Text Clustering Method Using Hashing.	DaWaK	2021	DBLP DOI BibTeX RDF
12	Yong-Dong Chang	Research of Dual Spark Gap Application for High Voltage Pulse Generator.	ICKII	2021	DBLP DOI BibTeX RDF
12	Veysel Kocaman, David Talby	Improving Clinical Document Understanding on COVID-19 Research with Spark NLP.	SDU@AAAI	2021	DBLP BibTeX RDF
12	Deleli Mesay Adinew, Zhou Shijie, Ayall Tewodros Alemu	Spark Performance Optimization Analysis with Multi-Layer Parameter using Shuffling and Scheduling in Different Data Caching Options.	ISKE	2021	DBLP DOI BibTeX RDF
12	Mohamed Oubezza, Ali El Hore, Jamal El Kafi	A Cloud-Based Diagnosis Framework Of Dyslexia For The Arabic Language using Large Scale Ontologies Reasoning over Apache Spark.	CIST	2021	DBLP DOI BibTeX RDF
12	Aibo Song, Bowen Peng, Jingyi Qiu, Yingying Xue, Mingyang Du	BSDP: A Novel Balanced Spark Data Partitioner.	ICPADS	2021	DBLP DOI BibTeX RDF
12	Yonghui Cui, Zhijian Xu, Shaoliang Peng	IDOS: Improved D3DOCK on Spark.	ISBRA	2021	DBLP DOI BibTeX RDF
12	Chi-Cheng Yang, Hsuan Chuang, Da-Yu Kao	Drone Forensic Analysis Using Relational Flight Data: A Case Study of DJI Spark and Mavic Air.	KES	2021	DBLP DOI BibTeX RDF
12	Bruno A. Krinski, Daniel Vitor Ruiz, Eduardo Todt	Spark in the Dark: Evaluating Encoder-Decoder Pairs for COVID-19 CT's Semantic Segmentation.	LARS/SBR/WRE	2021	DBLP DOI BibTeX RDF
12	Fouad Alkhoury, Dennis Wegener, Karl-Heinz Sylla, Michael Mock	Communication efficient distributed learning of neural networks in Big Data environments using Spark.	IEEE BigData	2021	DBLP DOI BibTeX RDF
12	Sebastiaan Alvarez Rodriguez, Jayjeet Chakraborty, Aaron Chu, Ivo Jimenez, Jeff LeFevre, Carlos Maltzahn, Alexandru Uta	Zero-Cost, Arrow-Enabled Data Interface for Apache Spark.	IEEE BigData	2021	DBLP DOI BibTeX RDF
12	Yao Li, Zhenxiao Luo, Chunxu Tang, Mainak Ghosh, Huijun Wu, Lu Zhang, Anneliese Lu, Ruchin Kabra, Nikhil Kantibhai Navadiya, Prachi Mishra, Prateek Mukhedkar, Vrushali Channapattan	A Performance Evaluation of Spark GraphFrames for Fast and Scalable Graph Analytics at Twitter.	IEEE BigData	2021	DBLP DOI BibTeX RDF
12	Md Hasanuzzaman Noor, Leonidas Fegaras	Translation of Array-Based Graph Programs to Spark SQL on Block Arrays.	IEEE BigData	2021	DBLP DOI BibTeX RDF
12	Leonidas Akritidis, Miltiadis Alamaniotis, Athanasios Fevgas, Panayiotis Bozanis	A Scalable Short-Text Clustering Algorithm Using Apache Spark.	ICTAI	2021	DBLP DOI BibTeX RDF
12	Yu Liu, Mingxuan Gao, Lixuan Tan, Hongjin Liu, Yating Lin, Wenxian Yang, Rongshan Yu	scSparkXMBD: High-Performance scRNA-seq Data Processing with Spark.	BIBM	2021	DBLP DOI BibTeX RDF
12	Qian Cao, Chuan Luo 0001, Tianrui Li 0001, Hongmei Chen 0001	Spark Accelerated Implementation of Parallel Attribute Reduction from Incomplete Data.	IJCRS	2021	DBLP DOI BibTeX RDF
12	Taha Tekdogan, Ali Cakmak 0001	Benchmarking Apache Spark and Hadoop MapReduce on Big Data Classification.	ICCBDC	2021	DBLP DOI BibTeX RDF
12	Simone Angioni, Salvatore Carta, Sergio Consoli, Diego Reforgiato Recupero, Maria Madalina Stanciu	A Big Data framework based on Apache Spark for Industry-specific Lexicon Generation for Stock Market Prediction.	ICFNDS	2021	DBLP DOI BibTeX RDF
12	Tinku Singh, Riya Khanna, Satakshi, Manish Kumar 0001	Multiclass Imbalanced Big Data Classification Utilizing Spark Cluster.	ICCCNT	2021	DBLP DOI BibTeX RDF
12	Zehao Wang	Understanding the Challenges and Assisting Developers with Developing Spark Applications.	ICSE (Companion Volume)	2021	DBLP DOI BibTeX RDF
12	Qian Zhang 0020, Jiyuan Wang, Muhammad Ali Gulzar, Rohan Padhye, Miryung Kim	Efficient Fuzz Testing for Apache Spark Using Framework Abstraction.	ICSE (Companion Volume)	2021	DBLP DOI BibTeX RDF
12	Yijie Shen, Jin Xiong, Dejun Jiang 0001	Using Vectorized Execution to Improve SQL Query Performance on Spark.	ICPP	2021	DBLP DOI BibTeX RDF
12	Bowen Yu 0003, Huanqi Cao, Tianyi Shan, Haojie Wang, Xiongchao Tang, Wenguang Chen	Sparker: Efficient Reduction for More Scalable Machine Learning with Spark.	ICPP	2021	DBLP DOI BibTeX RDF
12	Qianwen Ye, Wuji Liu, Chase Q. Wu	NoStop: A Novel Configuration Optimization Scheme for Spark Streaming.	ICPP	2021	DBLP DOI BibTeX RDF
12	Ioannis Ballas, Vassilios Tsakanikas, Evaggelos Pefanis, Vassilios Tampakas	On Exploring the Optimum Configuration of Apache Spark Framework in Heterogeneous Clusters.	PCI	2021	DBLP DOI BibTeX RDF
12	Snigdha Sen, Snehanshu Saha, Pavan Chakraborty, Krishna Pratap Singh	Implementation of Neural Network Regression Model for Faster Redshift Analysis on Cloud-Based Spark Platform.	IEA/AIE (2)	2021	DBLP DOI BibTeX RDF
12	Ioannis Chatzigeorgiou	Spark Optimization of Linear Codes for Reliable Data Delivery by Relay Drones.	MILCOM	2021	DBLP DOI BibTeX RDF
12	Zhenyu Yu, Zhibao Wang, Lu Bai 0006, Liangfu Chen, Jinhua Tao	Remote Sensing Inversion of PM10 Based on Spark Platform.	IGARSS	2021	DBLP DOI BibTeX RDF
12	Hao Lin	A Survey on Machine Learning based Intrusion Detection Systems Using Apache Spark.	HPCCT	2021	DBLP DOI BibTeX RDF
12	Kunal Gawhale, Aditya Chandanwar, Rujul Zalte, Suhit Metkar, Sahana Kulkarni, Abhijith Panikar, Labhesh Lalka, Arti Bole, Santosh Nagnath Randive	Humanoid Robot - Spark.	CVIP (2)	2021	DBLP DOI BibTeX RDF
12	Alae Chouiekh, El Hassane Ibn El Haj	Towards Spark-Based Deep Learning Approach for Fraud Detection Analysis.	ICICT (3)	2021	DBLP DOI BibTeX RDF
12	Vladimir Kazakovtsev, Sergey Muravyov	Application of the automatic selection and configuration of clustering algorithms method for the Apache Spark framework.	AISS	2021	DBLP DOI BibTeX RDF
12	Hongwei Chen, Shenghong Tu, Hui Xu	The Application of Improved Grasshopper Optimization Algorithm to Flight Delay Prediction-Based on Spark.	CISIS	2021	DBLP DOI BibTeX RDF
12	Ylaise van den Wildenberg, Wouter W. L. Nuijten, Odysseas Papapetrou	Easy Spark.	EDBT/ICDT Workshops	2021	DBLP BibTeX RDF
12	Gang-Min Park, Yong Seok Heo, Hyuk-Yoon Kwon	Trade-Off Analysis Between Parallelism and Accuracy of SLIC on Apache Spark.	BigComp	2021	DBLP DOI BibTeX RDF
12	Stefan Holtel, Marietta Kowalcyzk, Lelde Paegle	A Myriad of S-Curves Towards Digital Mastery: How to Spark and Nurture Digital Upskilling at Enterprise Level.	EuroPLoP	2021	DBLP DOI BibTeX RDF
12	Zhongming Fu, Mengsi He, Zhuo Tang, Yang Zhang 0026	Optimizing Data Locality by Executor Allocation in Reduce Stage for Spark Framework.	PDCAT	2021	DBLP DOI BibTeX RDF
12	Xinrong Liu, Yaoqin Zhu, Qiliang Zhu, Jin Sun 0001	A Spark-based Parallel NPTSR Algorithm for Hyperspectral Image fusion.	CBD	2021	DBLP DOI BibTeX RDF
12	Sina Gholamian, Paul A. S. Ward	What Distributed Systems Say: A Study of Seven Spark Application Logs.	SRDS	2021	DBLP DOI BibTeX RDF
12	Vasiliki Kouni, Holger Rauhut	Spark Deficient Gabor Frame Provides A Novel Analysis Operator For Compressed Sensing.	ICONIP (6)	2021	DBLP DOI BibTeX RDF
12	Qiang Chen, Yinong Chen, Sheng Wu, Zili Zhang 0001	A Spark-Based Open Source Framework for Large-Scale Parallel Processing of Rich Text Documents.	FiCloud	2021	DBLP DOI BibTeX RDF
12	Antonio M. Fernández, David Gutiérrez-Avilés, Alicia Troncoso Lora, Francisco Martínez-Álvarez	Automated Deployment of a Spark Cluster with Machine Learning Algorithm Integration.	Big Data Res.	2020	DBLP DOI BibTeX RDF
12	Hui Hu, Guofeng Zhang 0015, Wanlin Gao, Minjuan Wang	Big data analytics for MOOC video watching behavior based on Spark.	Neural Comput. Appl.	2020	DBLP DOI BibTeX RDF
12	Ho Yong Jin, Eun-Sung Jung, Duckki Lee	High-performance IoT streaming data prediction system using Spark: a case study of air pollution.	Neural Comput. Appl.	2020	DBLP DOI BibTeX RDF
12	Gagandeep Kaur	A comparison of two hybrid ensemble techniques for network anomaly detection in spark distributed environment.	J. Inf. Secur. Appl.	2020	DBLP DOI BibTeX RDF
12	Caner Özcan, Okan K. Ersoy, Iskender Ulgen Ogul	Fast texture classification of denoised SAR image patches using GLCM on Spark.	Turkish J. Electr. Eng. Comput. Sci.	2020	DBLP DOI BibTeX RDF
12	Hongsong Chen, Caixia Meng, Zhongchuan Fu, Chao-Hsien Lee	Novel LDoS attack detection by Spark-assisted correlation analysis approach in wireless sensor network.	IET Inf. Secur.	2020	DBLP DOI BibTeX RDF
12	Ramesh Ragala, Bharadwaja Kumar	Recursive Block LU Decomposition based ELM in Apache Spark.	J. Intell. Fuzzy Syst.	2020	DBLP DOI BibTeX RDF
12	Nilesh Vishwasrao Patil, C. Rama Krishna, Krishan Kumar 0001	S-DDoS: Apache spark based real-time DDoS detection system.	J. Intell. Fuzzy Syst.	2020	DBLP DOI BibTeX RDF
12	Jung-Bin Li, Szu-Yin Lin, Yu-Hsiang Hsu, Ying-Chu Huang	An empirical study of alternating least squares collaborative filtering recommendation for Movielens on Apache Hadoop and Spark.	Int. J. Grid Util. Comput.	2020	DBLP DOI BibTeX RDF
12	Jia-Chun Lin, Ming-Chang Lee, Ingrid Chieh Yu, Einar Broch Johnsen	A configurable and executable model of Spark Streaming on Apache YARN.	Int. J. Grid Util. Comput.	2020	DBLP DOI BibTeX RDF
12	Jahwan Koo, Nawab Muhammad Faseeh Qureshi, Isma Farah Siddiqui, Asad Abbas, Ali Kashif Bashir	IoT-enabled directed acyclic graph in spark cluster.	J. Cloud Comput.	2020	DBLP DOI BibTeX RDF
12	Feiran Wang, Yiping Wen, Tianhang Guo, Jianxun Liu 0001, Buqing Cao	Collaborative filtering and association rule mining-based market basket recommendation on spark.	Concurr. Comput. Pract. Exp.	2020	DBLP DOI BibTeX RDF
12	Wenxia Guo, Chaojie Huang, Wenhong Tian	Handling data skew at reduce stage in Spark by ReducePartition.	Concurr. Comput. Pract. Exp.	2020	DBLP DOI BibTeX RDF
12	Chuitian Rong, Lili Chen, Yasin N. Silva	Parallel time series join using spark.	Concurr. Comput. Pract. Exp.	2020	DBLP DOI BibTeX RDF
12	Jamil Al-Sawwa, Simone A. Ludwig	Parallel particle swarm optimization classification algorithm variant implemented with Apache Spark.	Concurr. Comput. Pract. Exp.	2020	DBLP DOI BibTeX RDF
12	María Elena Domínguez Jiménez	Full spark of even discrete cosine transforms.	Signal Process.	2020	DBLP DOI BibTeX RDF
12	Haizhou Du, Shaohua Zhang	Hawkeye: Adaptive Straggler Identification on Heterogeneous Spark Cluster With Reinforcement Learning.	IEEE Access	2020	DBLP DOI BibTeX RDF
12	Awais Ahmed, Sufian Hameed, Muhammad Rafi, Qublai Khan Ali Mirza	An Intelligent and Time-Efficient DDoS Identification Framework for Real-Time Enterprise Networks: SAD-F: Spark Based Anomaly Detection Framework.	IEEE Access	2020	DBLP DOI BibTeX RDF
12	Guang-Ming Xian	Parallel Machine Learning Algorithm Using Fine-Grained-Mode Spark on a Mesos Big Data Cloud Computing Software Framework for Mobile Robotic Intelligent Fault Recognition.	IEEE Access	2020	DBLP DOI BibTeX RDF
12	Dong Ding, Junhuai Li, Pengjia Tu, Huaijun Wang, Ting Cao, Facun Zhang	Electric Vehicle Charging Warning and Path Planning Method Based on Spark.	IEEE Access	2020	DBLP DOI BibTeX RDF
12	Nehmdoh A. Sabiha, Farhan Mahmood, Amr M. Abd-Elhady	Failure Risk Assessment of Surge Arrester Using Paralleled Spark Gap.	IEEE Access	2020	DBLP DOI BibTeX RDF
12	Salman Khan 0005, Mukhtaj Khan, Nadeem Iqbal 0002, Maozhen Li 0001, Dost Muhammad Khan	Spark-Based Parallel Deep Neural Network Model for Classification of Large Scale RNAs into piRNAs and Non-piRNAs.	IEEE Access	2020	DBLP DOI BibTeX RDF
12	Mohamed Haggag, Mohsen M. Tantawy, Magdi M. S. El-Soudani	Implementing a Deep Learning Model for Intrusion Detection on Apache Spark Platform.	IEEE Access	2020	DBLP DOI BibTeX RDF
12	Wen Xiao, Juan Hu	SWEclat: a frequent itemset mining algorithm over streaming data using Spark Streaming.	J. Supercomput.	2020	DBLP DOI BibTeX RDF
12	Seok Kang, Suan Lee, Jinho Kim	Distributed graph cube generation using Spark framework.	J. Supercomput.	2020	DBLP DOI BibTeX RDF
12	Minseo Kang, Jae-Gil Lee 0001	Effect of garbage collection in iterative algorithms on Spark: an experimental analysis.	J. Supercomput.	2020	DBLP DOI BibTeX RDF
12	Arjita Das, Shikha Ambastha, Saurav Halder, Sudip Samanta, Nagahanumaiah	A Novel Methodology for Spark Gap Monitoring in Micro-EDM Using Optical Fiber Bragg Grating.	IEEE Trans. Instrum. Meas.	2020	DBLP DOI BibTeX RDF