Big Data Infrastructure
- Cloud/Grid/Stream Computing for Big Data
- High Performance/Parallel Computing Platforms for Big Data
- Autonomic Computing and Cyber-infrastructure, System Architectures, Design and Deployment
- Energy-efficient Computing for Big Data
- Programming Models and Environments for Cluster, Cloud, and Grid Computing to Support Big Data
- Software Techniques and Architectures in Cloud/Grid/Stream Computing
- Big Data Open Platforms
- New Programming Models for Big Data beyond Hadoop/MapReduce, STORM
- Software Systems to Support Big Data Computing
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Big Data Management
- Advanced database and Web Applications
- Novel Data Model and Databases for Emerging Hardware
- Data Preservation
- Data Provenance
- Interfaces to Database Systems and Analytics Software Systems
- Data Protection, Integrity and Privacy Standards and Policies
- Information Integration and Heterogeneous and Multi-structured Data Integration
- Data management for Mobile and Pervasive Computing
- Data Management in the Social Web
- Crowdsourcing
- Spatiotemporal and Stream Data Management
- Scientific Data Management
- Workflow Optimization
- Database Management Challenges: Architecture, Storage, User Interfaces
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Big Data Search and Mining
- Social Web Search and Mining
- Web Search
- Algorithms and Systems for Big Data Search
- Distributed, and Peer-to-peer Search
- Big Data Search Architectures, Scalability and Efficiency
- Data Acquisition, Integration, Cleaning, and Best Practices
- Visualization Analytics for Big Data
- Computational Modeling and Data Integration
- Large-scale Recommendation Systems and Social Media Systems
- Cloud/Grid/Stream Data Mining- Big Velocity Data
- Link and Graph Mining
- Semantic-based Data Mining and Data Pre-processing
- Mobility and Big Data
- Multimedia and Multi-structured Data- Big Variety Data
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Big Data Security & Privacy
- Intrusion Detection for Gigabit Networks
- Anomaly and APT Detection in Very Large Scale Systems
- High Performance Cryptography
- Visualizing Large Scale Security Data
- Threat Detection using Big Data Analytics
- Privacy Threats of Big Data
- Privacy Preserving Big Data Collection/Analytics
- HCI Challenges for Big Data Security & Privacy
- User Studies for any of the above
- Sociological Aspects of Big Data Privacy
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Big Data Applications
- Complex Big Data Applications in Science, Engineering, Medicine, Healthcare, Finance, Business, Law, Education, Transportation, Retailing, Telecommunication
- Big Data Analytics in Small Business Enterprises (SMEs)
- Big Data Analytics in Government, Public Sector and Society in General
- Real-life Case Studies of Value Creation through Big Data Analytics
- Big Data as a Service
- Big Data Industry Standards
- Experiences with Big Data Project Deployments
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Big Data Foundations
- Novel Theoretical Models for Big Data
- New Computational Models for Big Data
- Data and Information Quality for Big Data
- New Data Standards
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Real-Time Big Data Analytics
- Techniques and Algorithms for Real-Time Big Data Analytics
- Applications and Evaluation of Real-Time Big Data Systems
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Big Data / Smart Cities
- Big Data for Improving Resilient Infrastructures
- Big Data Applications such as Healthcare and Transportation
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Smart Computing Concepts, Models and Algorithms
- Future Smart Computing Paradigms
- Models of Smart Environments
- Algorithms for Smart Computing
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Smart Computing Systems
- Security, Privacy, and Economics in Smart Environments
- Cyber-physical System Platforms for Smart Environments
- Middleware Platforms for Smart Environments
- Mobile and Ubiquitous Platforms for Smart Environments
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Smart Computing Applications
- Smart Precision Agriculture
- Smart Transportation
- Smart FinTech
- Smart Food-Energy-Water Nexus
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Smart Computing Applications (cont.)
- Smart Health
- Smart Communities
- Smart Human Environments, Entertainment, and Social Activities
- Smart Energy Management and Analytics
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