For the scientific track of the conference solicit high-quality original research papers (and significant work-in-progress papers) in any aspect of Big Data with emphasis on 5Vs (Volume, Velocity, Variety, Value and Veracity), including the Big Data challenges in scientific and engineering, social, sensor/IoT/IoE, and multimedia (audio, video, image, etc.) big data systems and applications. Example topics of interest includes but is not limited to the following:
Big Data Science and Foundations
● Novel Theoretical Models for Big Data
● New Computational Models for Big Data
● Data and Information Quality for Big Data
● New Data Standards
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
Big Data Management
● Search and Mining of variety of data including scientific and engineering, social, sensor/IoT/IoE, and multimedia data
● 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
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/StreamData 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
Big Data Security, Privacy and Trust
● 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
● Trust management in IoT and other Big Data Systems
Big Data Applications and Machine Learning
● 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
● Novel Theoretical Models for Machine Learning
● New Computational Models for Artificial Intelligence
● Data and Information Curation for Machine Learning
● Cyber-Physical Systems
The proceedings of the conference will be published in
Journal of Physics: Conference Series (JPCS), and indexed by Web Of Science Conference Proceedings Index и Scopus.Please submit full paper (up to 9 pages) at
https://easychair.org/conferences/?conf=bdc2017The language of the papers and the oral presentation is English.
Requirements for the article:
● The articles should be in strict accordance with the rules (page size - A4, margins - 4cm (top), 2.5cm (left and right) and 2.7cm (bottom)
● Microsoft Word templates
● Basic guidelines for preparing a paper
● Guidelines for preparing reference lists
Important dates:
August 25, 2017 – deadline for full paper submission
September 10, 2017 – notification of acceptance
September 15, 2017 – Conference
Conference Co-Chairs
Igor Balk, Global Innovation Labs, USA
Maria Podlesnova, Rusbase, Russia
Scientific track program committee co-chairs:
Igor Balk, Global Innovation Labs, USA
Andrey Raigorodsky, MIPT, Russia
Evgeny Niikulchev, MTI, Russia
Should you have any questions feel free to contact science@bigdataconf.org +7-902-26-20-148
Yours sincerely,
Evgeniya Fedorova
+7-902-26-20-148
https://bigdataconf.org/science.html