标题
Big Data and cloud computing: innovation opportunities and challenges
作者
关键词
-
出版物
International Journal of Digital Earth
Volume 10, Issue 1, Pages 13-53
出版商
Informa UK Limited
发表日期
2016-11-03
DOI
10.1080/17538947.2016.1239771
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- A spatiotemporal indexing approach for efficient processing of big array-based climate data with MapReduce
- (2016) Zhenlong Li et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Parallel cartographic modeling: a methodology for parallelizing spatial data processing
- (2016) Eric Shook et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Activity patterns, socioeconomic status and urban spatial structure: what can social media data tell us?
- (2016) Qunying Huang et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Developing Subdomain Allocation Algorithms Based on Spatial and Communicational Constraints to Accelerate Dust Storm Simulation
- (2016) Zhipeng Gui et al. PLoS One
- Reconstructing Sessions from Data Discovery and Access Logs to Build a Semantic Knowledge Base for Improving Data Discovery
- (2016) Yongyao Jiang et al. ISPRS International Journal of Geo-Information
- Automatic Scaling Hadoop in the Cloud for Efficient Process of Big Geospatial Data
- (2016) Zhenlong Li et al. ISPRS International Journal of Geo-Information
- Cloud Computing Resource Scheduling and a Survey of Its Evolutionary Approaches
- (2015) Zhi-Hui Zhan et al. ACM COMPUTING SURVEYS
- Simulation Optimization: A Review and Exploration in the New Era of Cloud Computing and Big Data
- (2015) Jie Xu et al. ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH
- From big data analysis to personalized medicine for all: challenges and opportunities
- (2015) Akram Alyass et al. BMC Medical Genomics
- A scoping review of cloud computing in healthcare
- (2015) Lena Griebel et al. BMC Medical Informatics and Decision Making
- Secure big data storage and sharing scheme for cloud tenants
- (2015) Hongbing Cheng et al. China Communications
- Improving the performance of GIS polygon overlay computation with MapReduce for spatial big data processing
- (2015) Yong Wang et al. Cluster Computing-The Journal of Networks Software Tools and Applications
- Geographical information system parallelization for spatial big data processing: a review
- (2015) Lingjun Zhao et al. Cluster Computing-The Journal of Networks Software Tools and Applications
- A commercial, benefit driven and secure framework for elearning in cloud computing
- (2015) Rajinder Sandhu et al. COMPUTER APPLICATIONS IN ENGINEERING EDUCATION
- Scalable and elastic total order in content-based publish/subscribe systems
- (2015) Xingkong Ma et al. Computer Networks
- Cloud computing: The beliefs and perceptions of Swedish school principals
- (2015) Nena Lim et al. COMPUTERS & EDUCATION
- A modular software architecture for processing of big geospatial data in the cloud
- (2015) Michel Krämer et al. COMPUTERS & GRAPHICS-UK
- Reliability Analysis Based on a Jump Diffusion Model with Two Wiener Processes for Cloud Computing with Big Data
- (2015) Yoshinobu Tamura et al. Entropy
- Big Data challenges in building the Global Earth Observation System of Systems
- (2015) Stefano Nativi et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Exposing HPC and sequential applications as services through the development and deployment of a SaaS cloud
- (2015) Philip Church et al. Future Generation Computer Systems-The International Journal of eScience
- CloudFlow: A data-aware programming model for cloud workflow applications on modern HPC systems
- (2015) Fan Zhang et al. Future Generation Computer Systems-The International Journal of eScience
- Locality and loading aware virtual machine mapping techniques for optimizing communications in MapReduce applications
- (2015) Ching-Hsien Hsu et al. Future Generation Computer Systems-The International Journal of eScience
- A self-adaptive scheduling algorithm for reduce start time
- (2015) Zhuo Tang et al. Future Generation Computer Systems-The International Journal of eScience
- A task-level adaptive MapReduce framework for real-time streaming data in healthcare applications
- (2015) Fan Zhang et al. Future Generation Computer Systems-The International Journal of eScience
- A cloud based health insurance plan recommendation system: A user centered approach
- (2015) Assad Abbas et al. Future Generation Computer Systems-The International Journal of eScience
- Resource-aware hybrid scheduling algorithm in heterogeneous distributed computing
- (2015) Mihaela-Andreea Vasile et al. Future Generation Computer Systems-The International Journal of eScience
- Predictive Cloud Computing with Big Data: Professional Golf and Tennis Forecasting [Application Notes]
- (2015) Aaron K. Baughman et al. IEEE Computational Intelligence Magazine
- An SDI Approach for Big Data Analytics: The Case on Sensor Web Event Detection and Geoprocessing Workflow
- (2015) Peng Yue et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Mobile cloud sensing, big data, and 5G networks make an intelligent and smart world
- (2015) Qilong Han et al. IEEE NETWORK
- A Survey of Research on Cloud Robotics and Automation
- (2015) Ben Kehoe et al. IEEE Transactions on Automation Science and Engineering
- A Time Efficient Approach for Detecting Errors in Big Sensor Data on Cloud
- (2015) Chi Yang et al. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
- A General Scalable and Elastic Content-Based Publish/Subscribe Service
- (2015) Yijie Wang et al. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
- Asymptotic scheduling for many task computing in Big Data platforms
- (2015) Andrei Sfrent et al. INFORMATION SCIENCES
- Re-Stream: Real-time and energy-efficient resource scheduling in big data stream computing environments
- (2015) Dawei Sun et al. INFORMATION SCIENCES
- The rise of “big data” on cloud computing: Review and open research issues
- (2015) Ibrahim Abaker Targio Hashem et al. INFORMATION SYSTEMS
- Time-series clustering – A decade review
- (2015) Saeed Aghabozorgi et al. INFORMATION SYSTEMS
- A Trusted-based Cloud Computing Virtual Storage System and Key Technologies
- (2015) Kehe Wu et al. International Journal of Computers Communications & Control
- Big Data Analytics for Earth Sciences: the EarthServer approach
- (2015) Peter Baumann et al. International Journal of Digital Earth
- A land use/land cover change geospatial cyberinfrastructure to integrate big data and temporal topology
- (2015) Jin Xing et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Spatiotemporal data model for network time geographic analysis in the era of big data
- (2015) Bi Yu Chen et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Forming a global monitoring mechanism and a spatiotemporal performance model for geospatial services
- (2015) Jizhe Xia et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Incorporating spatial interaction patterns in classifying and understanding urban land use
- (2015) Xi Liu et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Rapid three-dimensional detection approach for building damage due to earthquakes by the use of parallel processing of unmanned aerial vehicle imagery
- (2015) Zhonghua Hong et al. Journal of Applied Remote Sensing
- HBLAST: Parallelised sequence similarity – A Hadoop MapReducable basic local alignment search tool
- (2015) Aisling O’Driscoll et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Design Considerations for Building Distributed Supply Chain Management Systems Based on Cloud Computing
- (2015) Andreas M. Radke et al. JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME
- Adaptive, scalable and reliable monitoring of big data on clouds
- (2015) Mauro Andreolini et al. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
- Big Data computing and clouds: Trends and future directions
- (2015) Marcos D. Assunção et al. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
- Performance and energy efficiency of big data applications in cloud environments: A Hadoop case study
- (2015) Eugen Feller et al. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
- Social media and the city: Rethinking urban socio-spatial inequality using user-generated geographic information
- (2015) Taylor Shelton et al. LANDSCAPE AND URBAN PLANNING
- Big data: The power of petabytes
- (2015) Michael Eisenstein NATURE
- MRPR: A MapReduce solution for prototype reduction in big data classification
- (2015) Isaac Triguero et al. NEUROCOMPUTING
- Mobile storage augmentation in mobile cloud computing: Taxonomy, approaches, and open issues
- (2015) Nazanin Aminzadeh et al. SIMULATION MODELLING PRACTICE AND THEORY
- The path most traveled: Travel demand estimation using big data resources
- (2015) Jameson L. Toole et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Distributed fuzzy c-means algorithms for big sensor data based on cloud computing
- (2015) Qingchen Zhang et al. International Journal of Sensor Networks
- Interactive visual cluster detection in large geospatial datasets based on dynamic density volume visualization
- (2015) Fei Du et al. Geocarto International
- Big Data Privacy in the Internet of Things Era
- (2015) Charith Perera et al. IT Professional
- Architecture and Implementation of a Scalable Sensor Data Storage and Analysis System Using Cloud Computing and Big Data Technologies
- (2015) Galip Aydin et al. Journal of Sensors
- Generating Heat Maps of Popular Routes Online from Massive Mobile Sports Tracking Application Data in Milliseconds While Respecting Privacy
- (2015) Jani Sainio et al. ISPRS International Journal of Geo-Information
- New Benchmarking Methodology and Programming Model for Big Data Processing
- (2015) Anton Kos et al. International Journal of Distributed Sensor Networks
- Enabling Big Geoscience Data Analytics with a Cloud-Based, MapReduce-Enabled and Service-Oriented Workflow Framework
- (2015) Zhenlong Li et al. PLoS One
- Scaling up MapReduce-based Big Data Processing on Multi-GPU systems
- (2014) Hai Jiang et al. Cluster Computing-The Journal of Networks Software Tools and Applications
- Scheduling of big data applications on distributed cloud based on QoS parameters
- (2014) Rajinder Sandhu et al. Cluster Computing-The Journal of Networks Software Tools and Applications
- Big-data applications in the government sector
- (2014) Gang-Hoon Kim et al. COMMUNICATIONS OF THE ACM
- Big data and its technical challenges
- (2014) H. V. Jagadish et al. COMMUNICATIONS OF THE ACM
- Collaborative simulation and scientific big data analysis: Illustration for sustainability in natural hazards management and chemical process engineering
- (2014) Jean-Pierre Belaud et al. COMPUTERS IN INDUSTRY
- Using arced axes in parallel coordinates geometry for high dimensional BigData visual analytics in cloud computing
- (2014) Mao Lin Huang et al. COMPUTING
- Life science data analysis workflow development using the bioextract server leveraging the iPlant collaborative cyberinfrastructure
- (2014) Carol M. Lushbough et al. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE
- Parallel patterns for heterogeneous CPU/GPU architectures: Structured parallelism from cluster to cloud
- (2014) Sonia Campa et al. Future Generation Computer Systems-The International Journal of eScience
- The Emerging "Big Dimensionality"
- (2014) Yiteng Zhai et al. IEEE Computational Intelligence Magazine
- An Integrated System for Regional Environmental Monitoring and Management Based on Internet of Things
- (2014) Shifeng Fang et al. IEEE Transactions on Industrial Informatics
- Data-intensive applications, challenges, techniques and technologies: A survey on Big Data
- (2014) C.L. Philip Chen et al. INFORMATION SCIENCES
- An analysis of performance factors on Esper-based stream big data processing in a virtualized environment
- (2014) Mino Ku et al. INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS
- A nodes scheduling model based on Markov chain prediction for big streaming data analysis
- (2014) Qingchen Zhang et al. INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS
- Adopting cloud computing to optimize spatial web portals for better performance to support Digital Earth and other global geospatial initiatives
- (2014) Jizhe Xia et al. International Journal of Digital Earth
- Optimizing an index with spatiotemporal patterns to support GEOSS Clearinghouse
- (2014) Jizhe Xia et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- A security framework in G-Hadoop for big data computing across distributed Cloud data centres
- (2014) Jiaqi Zhao et al. JOURNAL OF COMPUTER AND SYSTEM SCIENCES
- A spatiotemporal compression based approach for efficient big data processing on Cloud
- (2014) Chi Yang et al. JOURNAL OF COMPUTER AND SYSTEM SCIENCES
- Deadline scheduling for aperiodic tasks in inter-Cloud environments: a new approach to resource management
- (2014) Florin Pop et al. JOURNAL OF SUPERCOMPUTING
- Theoretical analysis of constructing wavelet synopsis on partitioned data sets
- (2014) Chulyun Kim MULTIMEDIA TOOLS AND APPLICATIONS
- CloudDOE: A User-Friendly Tool for Deploying Hadoop Clouds and Analyzing High-Throughput Sequencing Data with MapReduce
- (2014) Wei-Chun Chung et al. PLoS One
- A Service Brokering and Recommendation Mechanism for Better Selecting Cloud Services
- (2014) Zhipeng Gui et al. PLoS One
- weather@home-development and validation of a very large ensemble modelling system for probabilistic event attribution
- (2014) N. Massey et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Reliable Web service composition based on QoS dynamic prediction
- (2014) Zhi Zhong Liu et al. SOFT COMPUTING
- Modeling performances of concurrent big data applications
- (2014) Aniello Castiglione et al. SOFTWARE-PRACTICE & EXPERIENCE
- Implementation and performance evaluation of a scheduling algorithm for divisible load parallel applications in a cloud computing environment
- (2014) Leila Ismail et al. SOFTWARE-PRACTICE & EXPERIENCE
- Holistics 3.0 for Health
- (2014) David Lary et al. ISPRS International Journal of Geo-Information
- An Information Framework for Creating a Smart City Through Internet of Things
- (2014) Jiong Jin et al. IEEE Internet of Things Journal
- An Intrusive Analyzer for Hadoop Systems Based on Wireless Sensor Networks
- (2014) Byoung-Jin Bae et al. International Journal of Distributed Sensor Networks
- Statistical analysis of big data on pharmacogenomics
- (2013) Jianqing Fan et al. ADVANCED DRUG DELIVERY REVIEWS
- Big Data: New Opportunities and New Challenges [Guest editors' introduction]
- (2013) Katina Michael et al. COMPUTER
- A big data urban growth simulation at a national scale: Configuring the GIS and neural network based Land Transformation Model to run in a High Performance Computing (HPC) environment
- (2013) Bryan C. Pijanowski et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Cloud Computing and Scientific Applications — Big Data, Scalable Analytics, and Beyond
- (2013) Suraj Pandey et al. Future Generation Computer Systems-The International Journal of eScience
- Internet of Things (IoT): A vision, architectural elements, and future directions
- (2013) Jayavardhana Gubbi et al. Future Generation Computer Systems-The International Journal of eScience
- Semantic-based QoS management in cloud systems: Current status and future challenges
- (2013) Dimitrios Kourtesis et al. Future Generation Computer Systems-The International Journal of eScience
- Cloud-Based Augmentation for Mobile Devices: Motivation, Taxonomies, and Open Challenges
- (2013) Saeid Abolfazli et al. IEEE Communications Surveys and Tutorials
- Visualizing Large, Heterogeneous Data in Hybrid-Reality Environments
- (2013) K. Reda et al. IEEE COMPUTER GRAPHICS AND APPLICATIONS
- Moving Big Data to The Cloud: An Online Cost-Minimizing Approach
- (2013) Linquan Zhang et al. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
- From the Cloud to the Atmosphere: Running MapReduce across Data Centers
- (2013) Chamikara Jayalath et al. IEEE TRANSACTIONS ON COMPUTERS
- Redefining the possibility of digital Earth and geosciences with spatial cloud computing
- (2013) Chaowei Yang et al. International Journal of Digital Earth
- An Adaptive and Memory Efficient Sampling Mechanism for Partitioning in MapReduce
- (2013) Kenn Slagter et al. INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING
- Parallel Programming Paradigms and Frameworks in Big Data Era
- (2013) Ciprian Dobre et al. INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING
- SHadoop: Improving MapReduce performance by optimizing job execution mechanism in Hadoop clusters
- (2013) Rong Gu et al. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
- An improved partitioning mechanism for optimizing massive data analysis using MapReduce
- (2013) Kenn Slagter et al. JOURNAL OF SUPERCOMPUTING
- Ontology-based access control model for security policy reasoning in cloud computing
- (2013) Chang Choi et al. JOURNAL OF SUPERCOMPUTING
- Big Data: Unleashing information
- (2013) James M. Tien Journal of Systems Science and Systems Engineering
- Advances in Very-High-Resolution Remote Sensing [Scanning the Issue]
- (2013) Jon Atli Benediktsson et al. PROCEEDINGS OF THE IEEE
- Computing infrastructure for big data processing
- (2013) Ling Liu Frontiers of Computer Science
- Big data challenge: a data management perspective
- (2013) Jinchuan Chen et al. Frontiers of Computer Science
- Leveraging the capabilities of service-oriented decision support systems: Putting analytics and big data in cloud
- (2012) Haluk Demirkan et al. DECISION SUPPORT SYSTEMS
- Combining Cloud and sensors in a smart city environment
- (2012) Nathalie Mitton et al. EURASIP Journal on Wireless Communications and Networking
- Utilize cloud computing to support dust storm forecasting
- (2012) Qunying Huang et al. International Journal of Digital Earth
- Using adaptively coupled models and high-performance computing for enabling the computability of dust storm forecasting
- (2012) Qunying Huang et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Entertainment in the Age of Big Data
- (2012) T. Schlieski et al. PROCEEDINGS OF THE IEEE
- SAP HANA database
- (2012) Franz Färber et al. SIGMOD RECORD
- A Survey on Near Field Communication (NFC) Technology
- (2012) Vedat Coskun et al. WIRELESS PERSONAL COMMUNICATIONS
- A Visual Analytics Approach for Extracting Spatio-Temporal Urban Mobility Information from Mobile Network Traffic
- (2012) Günther Sagl et al. ISPRS International Journal of Geo-Information
- Computing for the Large Hadron Collider
- (2011) Ian Bird Annual Review of Nuclear and Particle Science
- Healthcare information systems: data mining methods in the creation of a clinical recommender system
- (2011) L. Duan et al. Enterprise Information Systems
- Spatial cloud computing: how can the geospatial sciences use and help shape cloud computing?
- (2011) Chaowei Yang et al. International Journal of Digital Earth
- Using spatial principles to optimize distributed computing for enabling the physical science discoveries
- (2011) C. Yang et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- The emergence of spatial cyberinfrastructure
- (2011) D. J. Wright et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Changing the Equation on Scientific Data Visualization
- (2011) P. Fox et al. SCIENCE
- Optimizing grid computing configuration and scheduling for geospatial analysis: An example with interpolating DEM
- (2010) Qunying Huang et al. COMPUTERS & GEOSCIENCES
- Monitoring and evaluating the quality of Web Map Service resources for optimizing map composition over the internet to support decision making
- (2010) Huayi Wu et al. COMPUTERS & GEOSCIENCES
- An optimized framework for seamlessly integrating OGC Web Services to support geospatial sciences
- (2010) Zhenlong Li et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Data Security in the World of Cloud Computing
- (2009) Lori M. Kaufman IEEE SECURITY & PRIVACY
- An interoperable spatiotemporal weather radar data dissemination system
- (2009) Ying Cao et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- MapReduce
- (2008) Jeffrey Dean et al. COMMUNICATIONS OF THE ACM
- A personalized English learning recommender system for ESL students
- (2006) Mei-Hua Hsu EXPERT SYSTEMS WITH APPLICATIONS
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