Big Data addresses the challenge to store, search, share, learn, visualize, and analyze massive datasets in forms of structured or unstructured data. The effective process, learn, and analysis of the Big Data has been evidenced for bringing us substantial commercial benefits for a variety of applications. The conventional methods are limited to provide desirable operations on effective Big Data analytics. The Big Data workshop 2017 (2017 BigData) is to promote the research works in this emerging area of Big Data-inspired computing, networks, systems, learning, and applications. 2017 BigData, held in conjunction with CyberC 2017, aims to provide an informative forum for R&D discussions and presentation of new ideas and research results on the broad topics of Big Data Research, Development, and Applications. It solicits high-quality papers that illustrate novel Big Data models, machine learning, architecture and infrastructure, management, search and processing, security and privacy, applications, surveys and industrial experiences. Authors of 2017 BigData are promoted to freely enjoy CyberC 2017 and Big Data Summit. Both of the events are co-sponsored and participated by several Big Data related industry companies.
Big Data and Information Discovery
Big data algorithms, models, and systems for big data
Machine learning and Artificial intelligence for big data
Big data hardware and software design, middleware and analytics
Hadoop, Storm, Spark, and other big data analytic tools
Massive data streaming, scalable computing, big data task deployments
Cloud and high performance computing for big data
Big data retrieval, storage, query, communications, and database
Big data preservation, filter, provenance, and assurance
Big data security, protection, integrity and privacy standards and policies
Graph mining and opinion mining, and distributed data mining
Big data streaming, multimedia, stream, or web mining
Big data applications, image/multimedia data management
Database for Big data, Big Data on social network analytics
Security and information assurance for Big Data
Cyber and Distributed Computing
Authentication, trust, privacy and other Cyber security issues
Parallel and distributed algorithms, resource allocation, load-balance, andmanagement
Cloud computing, mobile cloud, mobility-aware cloud data/streams
SOA, web services, and mobile services (software, infrastructure, platform as a service)
Web services and internet computing
Web-caching, content delivery systems and data distribution systems
Distributed systems and applications, modeling language, and software engineering
Pervasive/ubiquitous computing and intelligence
5G and Mobile Computing
Wireless ad hoc networks, wireless mesh networks, networking theory and algorithms
Wireless embedded sensor systems, body sensor, new sensing capabilities & security
Cognitive radio and SDR
Future generation communications for 5G or 4G beyond (WiMAX, LTE)
Peer-to-peer network computing and overlaying networks
Directional antenna and networking
FDMA/OFDMA modulations, synchronization, and power optimization
Mobile IP and Internet technology
Key, attacking models, privacy, confidentiality & security in mobile wireless networks
Communication, services, middleware, and multimedia on wireless networks
QoS, reliability, performance, and communication theory
Wireless network simulations, implementation, and applications
Cloud Computing and Mobile Clouds
Autonomic, real-time and self-organizing clouds
Architectural models for public and private cloud computing
Cloud resource management and allocation
Utility models and service pricing
New parallel / concurrent programming models for cloud computing
Scientific computation and other applications in the cloud
Mobility modeling, management and measurement for mobile clouds
Mobile multimedia content delivery, transferring, and migration
Content delivery networks using storage clouds
User Experience and Cyber Security
Performance evaluation, measurement and optimization
Communications and network security
Information security, software security, system security, or applied cryptography
Tools, test-bed, simulations, and experimental environments
Collaborative and cooperative environments
QoS, Autonomic, reliability, and fault-tolerance
10月12日
2017
10月14日
2017
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