Keyword

big data challenges

Description: Technical, organizational, and ethical difficulties involved in collecting, storing, managing, analyzing, and applying large-scale data.

Primary topic: Big Data Technologies and Applications (62%)

OpenAlex ID: keywords/big-data-challenges

Data-intensive applications, challenges, techniques and technologies: A survey on Big Data

2014 · C.L. Philip Chen, Chun-Yang Zhang · Information Sciences · 3,047

Critical analysis of Big Data challenges and analytical methods

2016 · Uthayasankar Sivarajah, Muhammad Mustafa Kamal, et al. · Journal of Business Research · 2,062

PDF

Big Data Deep Learning: Challenges and Perspectives

2014 · Xue-Wen Chen, Xiaotong Lin · IEEE Access · 1,253

PDF

Toward Scalable Systems for Big Data Analytics: A Technology Tutorial

2014 · Han Hu, Yonggang Wen, et al. · IEEE Access · 1,096

PDF

Machine Learning With Big Data: Challenges and Approaches

2017 · Alexandra L'Heureux, Katarina Grolinger, et al. · IEEE Access · 1,021

Big data: Issues, challenges, tools and Good practices

2013 · Avita Katal, Mohammad Wazid, et al. · International Conference on Contemporary Computing · 871

Significance and Challenges of Big Data Research

2015 · Xiaolong Jin, Benjamin W. Wah, et al. · Big Data Research · 778

Remote sensing big data computing: Challenges and opportunities

2014 · Yan Ma, Haiping Wu, et al. · Future Generation Computer Systems · 677

PDF

Problem formulations and solvers in linear SVM: a review

2018 · Vinod Kumar Chauhan, Kalpana Dahiya, et al. · Artificial Intelligence Review · 663

Big data: Dimensions, evolution, impacts, and challenges

2017 · In Lee · Business Horizons · 547

Data Mining for the Internet of Things: Literature Review and Challenges

2015 · Feng Chen, Pan Deng, et al. · International Journal of Distributed Sensor Networks · 531

Trends and Future Perspective Challenges in Big Data

2021 · Muhammad Naeem, Tauseef Jamal, et al. · Smart innovation, systems and technologies · 270

Towards felicitous decision making: An overview on challenges and trends of Big Data

2016 · Hai Wang, Zeshui Xu, et al. · Information Sciences · 268

Role of Big Data Analytics in supply chain management: current trends and future perspectives

2020 · Sumit Maheshwari, Prerna Gautam, et al. · International Journal of Production Research · 263

Big Data Clustering: A Review

2014 · Ali Seyed Shirkhorshidi, Saeed Aghabozorgi, et al. · Lecture notes in computer science · 248

A Survey on Big Data Analytics: Challenges, Open Research Issues and Tools

2016 · D. P., Kauser Ahmed · International Journal of Advanced Computer Science and Applications · 245

PDF

2015 · Gang Li · Information Technology & Tourism · 208

Big data analytics for data-driven industry: a review of data sources, tools, challenges, solutions, and research directions

2022 · Anayo Chukwu Ikegwu, Henry Friday Nweke, et al. · Cluster Computing · 185

A general perspective of Big Data: applications, tools, challenges and trends

2015 · Lisbeth Rodríguez-Mazahua, Cristian-Aarón Rodríguez-Enríquez, et al. · The Journal of Supercomputing · 177

An empirical study of the rise of big data in business scholarship

2016 · Julie Frizzo-Barker, Peter A. Chow-White, et al. · International Journal of Information Management · 168

Big Data for Modern Industry: Challenges and Trends

2015 · Shen Yin, Okyay Kaynak · 161

Linked Data, Big Data, and the 4th Paradigm

2013 · Pascal Hitzler, Krzysztof Janowicz · Semantic Web · 157

PDF

Big Data Challenges and Data Aggregation Strategies in Wireless Sensor Networks

2018 · Sabrina Boubiche, Djallel Eddine Boubiche, et al. · IEEE Access · 152

Handling big data: research challenges and future directions

2016 · I. Anagnostopoulos, S. Zeadally, et al. · The Journal of Supercomputing · 147

Addressing big data challenges in smart cities: a systematic literature review

2016 · Sumedha Chauhan, Neetima Agarwal, et al. · Info · 135

Works count: 982

Citation count: 23,280