Big Data Computing and Clouds: Challenges, Solutions, and Future Directions
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Summary
Through a detailed survey, possible gaps in technology are identified and recommendations for the research community on future directions on Cloud-supported Big Data computing and analytics solutions are provided.
- Type
- article
- Published
- 2013-12-17
- Cited by
- 47
- References
- 95
- OpenAlex
- https://openalex.org/W308452576
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:9338317
Keywords
Big data, Cloud computing, Data science, Computer science, Analytics
References
- Heterogeneity-Aware Resource Allocation and Scheduling in the Cloud
- Hybrid Cloud Support for Large Scale Analytics and Web Processing
- Competing on Analytics: The New Science of Winning
- Big data: the management revolution.
- Taming The Big Data Tidal Wave: Finding Opportunities in Huge Data Streams with Advanced Analytics
- Interactive Data Visualization for the Web
- Analytics at Work: Smarter Decisions, Better Results
- Data Management in the Cloud: Limitations and Opportunities
- Beyond the Data Deluge
- The Mobile Data Challenge: Big Data for Mobile Computing Research
- Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data
- Cloud Analytics: Do We Really Need to Reinvent the Storage Stack?
- Survey and Analysis of Production Distributed Computing Infrastructures
- Starfish: A Self-tuning System for Big Data Analytics
- The Future Internet
- An Evaluation of Distributed Datastores Using the AppScale Cloud Platform
- Software Analytics: So What?
- Profiling
- Large scale data analytics on clouds
- Visual analysis of large-scale network anomalies
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- Políticas de avaliação de informação no sistema arquivístico da Região Autónoma da Madeira: análise de conteúdo às portarias de gestão de documentos (2004-2014)
- A framework to specify big data driven complex cyber physical control systems
- Big Data Issues
- A Technology for BigData Analysis Task Description Using Domain-specific Languages
- Social Networks Mining for Analysis and Modeling Drugs Usage
- Interoperating Cloud Services for Enhanced Data Management
- AN IN-MEMORY APPROACH TO SENTIMENT ANALYSIS BASED ON SAP HANA
- Automatic Dynamic Allocation of Cloud Storage for Scientific Applications
- The rise of "big data" on cloud computing: Review and open research issues
- Train control system modeling and design based on AADL
- Automatic classification of climate change effects on marine species distributions in 2050 using the AquaMaps model
- Big Data in the Cloud: A Survey
- Big Data: transforming drug development and health policy decision making
- Big data analytics for Flood Information Management in Kelantan, Malaysia
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- A Mobile Learning Framework on Cloud Computing Platforms
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