Abstract is missing.
- GraphLens: Mining Enterprise Storage Workloads Using Graph AnalyticsYang Zhou, Sangeetha Seshadri, Lawrence Chiu, Ling Liu. 1-8 [doi]
- FSM-H: Frequent Subgraph Mining Algorithm in HadoopMansurul Bhuiyan, Mohammad Al Hasan. 9-16 [doi]
- Rectangle Counting in Large Bipartite GraphsJia Wang, Ada Wai-Chee Fu, James Cheng. 17-24 [doi]
- A Parallel Spatial Co-location Mining Algorithm Based on MapReduceJin Soung Yoo, Douglas Boulware, David Kimmey. 25-31 [doi]
- Energy-Aware Scheduling of MapReduce JobsLena Mashayekhy, Mahyar Movahed Nejad, Daniel Grosu, Dajun Lu, Weisong Shi. 32-39 [doi]
- Vigiles: Fine-Grained Access Control for MapReduce SystemsHuseyin Ulusoy, Murat Kantarcioglu, Erman Pattuk, Kevin W. Hamlen. 40-47 [doi]
- Denial-of-Service Threat to Hadoop/YARN Clusters with Multi-tenancyJingwei Huang, David M. Nicol, Roy H. Campbell. 48-55 [doi]
- A Big Data Architecture for Large Scale Security MonitoringSamuel Marchal, Xiuyan Jiang, Radu State, Thomas Engel. 56-63 [doi]
- Contextual Anomaly Detection in Big Sensor DataMichael A. Hayes, Miriam A. M. Capretz. 64-71 [doi]
- High-Performance Spatial Query Processing on Big Taxi Trip Data Using GPGPUsJianting Zhang, Simin You, Le Gruenwald. 72-79 [doi]
- A Compatible LZMA ORC-Based Optimization for High Performance Big Data LoadLiping Zhang, Qi Chen, Kai Miao. 80-87 [doi]
- Storing a Collection of Differentially Compressed Files RecursivelyAngelos Molfetas, Anthony Wirth, Justin Zobel. 88-95 [doi]
- XDB - A Novel Database Architecture for Data Analytics as a ServiceCarsten Binnig, Abdallah Salama, Erfan Zamanian, Harald Kornmayer, Sven Listing, Alexander C. Müller. 96-103 [doi]
- DeltaDB: A Scalable Database Design for Time-Varying Schema-Free DataPeter Ivie, Douglas Thain. 104-111 [doi]
- Practising Scalable Graph Similarity Joins in MapReduceYifan Chen, Xiang Zhao, Bin Ge, Chuan Xiao, Chi-Hung Chi. 112-119 [doi]
- Configuring a MapReduce Framework for Performance-Heterogeneous ClustersJessica Hartog, Renan Delvalle, Madhusudhan Govindaraju, Michael J. Lewis. 120-127 [doi]
- Marimba: A Framework for Making MapReduce Jobs IncrementalJohannes Schildgen, Thomas Jörg, Manuel Hoffmann, Stefan Dessloch. 128-135 [doi]
- Money on the Move: Big Data of Bank Card Transactions as the New Proxy for Human Mobility Patterns and Regional Delineation. The Case of Residents and Foreign Visitors in SpainStanislav Sobolevsky, Izabela Sitko, Remi Tachet des Combes, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti. 136-143 [doi]
- Characterizing and Modeling Package Dynamics in Express Shipping Service NetworkXu Tan, Yuanchao Shu, Xie Lu, Peng Cheng, Jiming Chen. 144-151 [doi]
- Dmodel: Online Taxicab Demand Model from Big Sensor Data in a Roving Sensor NetworkDesheng Zhang, Tian He, Shan Lin, Sirajum Munir, John A. Stankovic. 152-159 [doi]
- Distributed Maximal Clique ComputationYanyan Xu, James Cheng, Ada Wai-Chee Fu, Yingyi Bu. 160-167 [doi]
- A Processing Pipeline for Cassandra Datasets Based on Hadoop StreamingElif Dede, Bedri Sendir, Pinar Kuzlu, J. Weachock, Madhusudhan Govindaraju, Lavanya Ramakrishnan. 168-175 [doi]
- AuDy: Automatic Dynamic Least-Weight Balancing for Stream Workloads ScalabilityPedro Martins 0003, Maryam Abbasi, Pedro Furtado. 176-183 [doi]
- SiLK: A Tool Suite for Unsampled Network Flow Analysis at ScaleMark Thomas, Leigh Metcalf, Jonathan Spring, Paul Krystosek, Katherine Prevost. 184-191 [doi]
- Using Inter-file Similarity to Improve Intra-file CompressionAngelos Molfetas, Anthony Wirth, Justin Zobel. 192-199 [doi]
- A Cloud-Computing Local Histogram Construction Algorithm for Big Image DataChung-Chih Cheng, Fan-Chieh Cheng, Po-Hsiung Lin, Shih-Chia Huang. 200-203 [doi]
- Scalable State Management for Scientific Applications in the CloudTonglin Li, Ioan Raicu, Lavanya Ramakrishnan. 204-211 [doi]
- T-PICE: Twitter Personality Based Influential Communities Extraction SystemEleanna Kafeza, Andreas Kanavos, Christos Makris, Pantelis Vikatos. 212-219 [doi]
- A Holistic Framework for Big Scientific Data ManagementVerena Kantere. 220-226 [doi]
- Data Base Analysis Using a Compact Data SetÁngel Fernando Kuri Morales. 227-233 [doi]
- The Babel File SystemMoises Quezada Naquid, Ricardo Marcelin Jimenez, Jose Luis Gonzalez Compean. 234-241 [doi]
- Using Multimedia Ontologies for Automatic Image Annotation and ClassificationAntonio M. Rinaldi. 242-249 [doi]
- Real-Time Integration of Building Energy DataDiogo Anjos, Paulo Carreira, Alexandre P. Francisco. 250-257 [doi]
- Provenance as a Service: A Data-centric Approach for Real-Time MonitoringRafat Hammad, Ching-Seh Wu. 258-265 [doi]
- Big Data Collection Gateway for Vision-Based Smart Meter Reading NetworkChing-Han Chen, Ching-Yi Chen, Chih-Hsien Hsia, Guan-Xin Wu. 266-269 [doi]
- Triangulation-Based Singer Identification for Duet Music Data IndexingWei-Ho Tsai, Cin-Hao Ma. 270-275 [doi]
- Speech and Singing Discrimination for Audio Data IndexingWei-Ho Tsai, Cin-Hao Ma. 276-280 [doi]
- Temporal Event Tracing on Big Healthcare Data AnalyticsChin-Ho Lin, Liang-Cheng Huang, Seng-cho Timothy Chou, Chih-Ho Liu, Han-Fang Cheng, I. Jen Chiang. 281-287 [doi]
- The Application of Cartesian-Join of Bloom Filters to Supporting Membership Query of Multidimensional DataZhu Wang, Tiejian Luo, Guandong Xu, Xiang Wang. 288-295 [doi]
- Federated MapReduce to Transparently Run Applications on Multicluster EnvironmentChun-yu Wang, Tzu-Li Tai, Jui-Shing Shu, Jyh-Biau Chang, Ce-Kuen Shieh. 296-303 [doi]
- How to Send a Self-Destructing Email: A Method of Self-Destructing Email SystemXiao Fu, Zhijian Wang, Hao Wu, Jia-qi Yang, Zi-zhao Wang. 304-309 [doi]
- Association Rule Mining of Personal Hobbies in Social NetworksXiaoqing Yu, Huanhuan Liu, Jianhua Shi, Jenq-Neng Hwang, Wanggen Wan, Jing Lu. 310-314 [doi]
- Reducing the Search Space for Big Data Mining for Interesting Patterns from Uncertain DataCarson Kai-Sang Leung, Richard Kyle MacKinnon, Fan Jiang. 315-322 [doi]
- Lethe: Cluster-Based Indexing for Secure Multi-user SearchEirini C. Micheli, Giorgos Margaritis, Stergios V. Anastasiadis. 323-330 [doi]
- Adaptive Indexing for Distributed Array ProcessingYifeng Geng, Xiaomeng Huang, Guangwen Yang. 331-338 [doi]
- Hydrological Time Series Anomaly Mining Based on Symbolization and Distance MeasureDingsheng Wan, Yan Xiao, Pengcheng Zhang, Jun Feng, Yuelong Zhu, Qian Liu. 339-346 [doi]
- Enterprise Relationship Network: Build Foundation for Social BusinessLiqiang Wang, Shijun Liu, Li Pan, Lei Wu, Xiangxu Meng. 347-354 [doi]
- Towards Big Data Bayesian Network Learning - An Ensemble Learning Based ApproachYan Tang, Yu Wang, Kendra M. L. Cooper, Ling Li. 355-357 [doi]
- A Study on Sentiment Computing and Classification of Sina Weibo with Word2vecXue Bai, Fu Chen, Shaobin Zhan. 358-363 [doi]
- A Study on Trend Prediction in Sina Weibo CommunityFu Chen, Shaobin Zhan, Guangjun Shi. 364-365 [doi]
- MapCheckReduce: An Improved MapReduce Computing Model for Imprecise ApplicationsChangjian Wang, Yuxing Peng, Mingxing Tang, Dongsheng Li, Shanshan Li, Pengfei You. 366-373 [doi]
- Three-Level Views of the Web Service Network: An Empirical Study Based on ProgrammableWebSaixia Lyu, Jianxun Liu, Mingdong Tang, Guosheng Kang, Buqing Cao, Yucong Duan. 374-381 [doi]
- Predicting Wikipedia Editor's Editing Interest Based on Factor Graph ModelHaisu Zhang, Sheng Zhang, Zhaolin Wu, Liwei Huang, Yutao Ma. 382-389 [doi]
- On Retrieving Moving Objects Gathering Patterns from Trajectory Data via Spatio-temporal GraphJunming Zhang, Jinglin Li, Shangguang Wang, Zhihan Liu, Quan Yuan, Fangchun Yang. 390-397 [doi]
- BigData Oriented Open Scalable Relational Data ModelZhiyun Zheng, Zhimeng Du, Lun Li, Yike Guo. 398-405 [doi]
- ADAM - A Database and Information Retrieval System for Big Multimedia CollectionsIvan Giangreco, Ihab Al Kabary, Heiko Schuldt. 406-413 [doi]
- Building a Massive Stream Computing Platform for Flexible ApplicationsTianjian Chen, Zhengrui Man, Hao Li, Xin Sun, Raymond K. Wong, Zhiwei Yu. 414-421 [doi]
- OpenStack Café: A Novel Time-Based User-centric Resource Management Framework in the CloudAlan Yu Shyang Tan, Ryan Kok Leong Ko, Grace P. Y. Ng. 422-429 [doi]
- Trend Analysis of Time Series Data Using Data Mining TechniquesArpit Baheti, Durga Toshniwal. 430-437 [doi]
- Parallel POD Compression of Time-Varying Big Datasets Using m-Swap on the K ComputerChongke Bi, Kenji Ono, Lu Yang. 438-445 [doi]
- A Key-Value Based Application Platform for Enterprise Big DataBo Hu, Yutao Ma, Liang-Jie Zhang, Jiake Shi, Jiayan Zhong. 446-453 [doi]
- Does Social Media Big Data Make the World Smaller? An Exploratory Analysis of Keyword-Hashtag NetworksAhmed Abdeen Hamed, Xindong Wu. 454-461 [doi]
- Data Visualization in Educational Datasets Using a Rule-Based Inference SystemAniruddha Desai, Muaz Mian, David Hazel, Ankur Teredesai, Gregory Benner. 462-469 [doi]
- A Rule-Based Temporal Analysis Method for Online Health Analytics and Its Application for Real-Time Detection of Neonatal SpellsAnirudh Thommandram, J. Mikael Eklund, Carolyn McGregor, James Edward Pugh, Andrew G. James. 470-477 [doi]
- A Discriminant Framework for Detecting Similar Scientific Research Projects Based on Big Data MiningShanqing Li, Lirong Song, Hui Zhao. 478-481 [doi]
- Distributed Implementation of Latent Rating Pattern Sharing Based Cross-domain Recommender System ApproachAnil Kumar, Vikas Kapur, Apangshu Saha, Rajeev Kumar Gupta, Arun Singh, Santanu Chaudhuryy, Sumeet Agarwal. 482-489 [doi]
- Auto-configuration System and Algorithms for Big Data-Enabled Internet-of-Things PlatformsApostolos Papageorgiou, Manuel Zahn, Ernö Kovacs. 490-497 [doi]
- DualIso: An Algorithm for Subgraph Pattern Matching on Very Large Labeled GraphsMatthew Saltz, Ayushi Jain, Abhishek Kothari, Arash Fard, John A. Miller, Lakshmish Ramaswamy. 498-505 [doi]
- An Autonomic Mediation Framework for Complex Physical EnvironmentsPhilippe Lalanda, Catherine Hamon. 506-513 [doi]
- FSBD: A Framework for Scheduling of Big Data Mining in Cloud ComputingLeila Ismail, Mohammad M. Masud, Latifur Khan. 514-521 [doi]
- Towards a Semantic Extract-Transform-Load (ETL) Framework for Big Data IntegrationSrividya K. Bansal. 522-529 [doi]
- Big Data Analytics for Predictive Manufacturing Control - A Case Study from Process IndustryJulian Krumeich, Sven Jacobi, Dirk Werth, Peter Loos. 530-537 [doi]
- BigObject Store: In-Place Computing for Interactive AnalyticsYi-Cheng Huang, Wenwey Hseush, Yu-Chun Lai, Michael Fong. 538-545 [doi]
- Scalable XPath Evaluation on Large-Scale Continuously Evolving XML RepositoriesPhani Rohit Mullangi, Gowtham Penematsa, Lakshmish Ramaswamy. 546-553 [doi]
- Bridging the Gap between Spatial Data Sources and Mashup ApplicationsWei Zhou, Chi-Hung Chi, Can Wang, Raymond K. Wong, Chen (Cherie) Ding. 554-561 [doi]
- A Combinatorial Approach to Multidimensional ScalingJorge Alencar, Tibérius O. Bonates, Carlile Lavor. 562-569 [doi]
- Big R: Large-Scale Analytics on Hadoop Using ROscar D. Lara Yejas, Weiqiang Zhuang, Adarsh Pannu. 570-577 [doi]
- Diagnosing Virtualized Hadoop Performance from Benchmark Results: An Exploratory StudyJun Fan, Xinhui Li, Chi Harold Liu, Jeffrey Buell, Gavin Lu, Luke Lu. 578-585 [doi]
- Performance Implications of SSDs in Virtualized Hadoop ClustersSungyong Ahn, Sangkyu Park, Jae-Ki Hong, Wooseok Chang. 586-593 [doi]
- We Know Where You Are Tweeting From: Assigning a Type of Place to Tweets Using Natural Language Processing and Random ForestsAbdulkareem Alsudais, Gondy Leroy, Anthony Corso. 594-600 [doi]
- Making Big Data, Privacy, and Anonymization Work Together in the Enterprise: Experiences and IssuesJeff Sedayao, Rahul Bhardwaj, Nakul Gorade. 601-607 [doi]
- CloudJet4BigData: Streamlining Big Data via an Accelerated Socket InterfaceFrank Zhigang Wang, Theo Dimitrakos, Na Helian, Sining Wu, Ling Li, Rodric Yates. 608-615 [doi]
- Resource Provisioning with QoS in Cloud StorageWei-Chih Huang, Chuan-Ming Liu, Chuan-Chi Lai. 616-620 [doi]
- Data Sharing for Cloud Computing PlatformsMarwan Sabbouh, Kenneth McCracken, Geoff Cooney. 621-628 [doi]
- Towards a Set Theoretical Approach to Big Data AnalyticsRaghava Rao Mukkamala, Abid Hussain, Ravi K. Vatrapu. 629-636 [doi]
- Efficient String Sorting on Multi - and Many-Core ArchitecturesAleksandr Drozd, Miquel Pericàs, Satoshi Matsuoka. 637-644 [doi]
- A Tale of Two Data-Intensive Paradigms: Applications, Abstractions, and ArchitecturesShantenu Jha, Judy Qiu, André Luckow, Pradeep Kumar Mantha, Geoffrey Fox. 645-652 [doi]
- ODBAPI: A Unified REST API for Relational and NoSQL Data StoresRami Sellami, Sami Bhiri, Bruno Defude. 653-660 [doi]
- Terms Mining in Document-Based NoSQL: Response to Unstructured DataRichard K. Lomotey, Ralph Deters. 661-668 [doi]
- Spatio-temporal Pseudo Relevance Feedback for Large-Scale and Heterogeneous Scientific RepositoriesShin'ichi Takeuchi, Yuhei Akahoshi, Bun Theang Ong, Komei Sugiura, Koji Zettsu. 669-676 [doi]
- An Intelligent System for Forecasting the Trend of Consumed ElectricityHang Yang, Huajun Chen, Cai Yuan, Fang Lianhang. 677-682 [doi]
- Tactical Clinical Text Mining for Improved Patient CharacterizationHeather Champion, Nick J. Pizzi, Raja Krishnamoorthy. 683-690 [doi]
- An Effective Integrated Method for Learning Big Imbalanced DataMojgan Ghanavati, Raymond K. Wong, Fang Chen, Yang Wang 0002, Chang-Shing Perng. 691-698 [doi]
- Multifaceted Visualisation of Annotated Social Media DataSanat Kumar Bista, Surya Nepal, Cécile Paris. 699-706 [doi]
- Enumerating Maximal Bicliques from a Large Graph Using MapReduceArko Provo Mukherjee, Srikanta Tirthapura. 707-716 [doi]
- LightGraph: Lighten Communication in Distributed Graph-Parallel ProcessingYue Zhao, Kenji Yoshigoe, Mengjun Xie, Suijian Zhou, Remzi Seker, Jiang Bian. 717-724 [doi]
- RABID: A Distributed Parallel R for Large DatasetsHao Lin, Shuo Yang, Samuel P. Midkiff. 725-732 [doi]
- Trace-Based Analysis and Prediction of Cloud Computing User Behavior Using the Fractal Modeling TechniqueShuang Chen, Mahboobeh Ghorbani, Yanzhi Wang, Paul Bogdan, Massoud Pedram. 733-739 [doi]
- Inherent Replica Inconsistency in CassandraXiangdong Huang, Jianmin Wang, Jian Bai, Guiguang Ding, Mingsheng Long. 740-747 [doi]
- Towards Emulation of Large Scale Complex Network Workloads on Graph Databases with XGDBenchMiyuru Dayarathna, Toyotaro Suzumura. 748-755 [doi]
- Policy Design Based on Risk at Big Data Era: Case Study of Privacy Invasion in South KoreaHyejung Moon, Hyun-Suk Cho, Seo Hwa Jeong, Jangho Park. 756-759 [doi]
- Knowledge Discovery from Big Data for Intrusion Detection Using LDAJingwei Huang, Zbigniew T. Kalbarczyk, David M. Nicol. 760-761 [doi]
- Big Data Security and Privacy Issues in HealthcareHarsh Kupwade Patil, Ravi Seshadri. 762-765 [doi]
- GrandLand Traffic Data Processing PlatformXingcan Cui, Zhen Dong, Liwei Lin, Renyong Song, Xiaohui Yu. 766-767 [doi]
- A Memory-Based Continuous Query Index for Stream ProcessingCuiwen Xiong, Peng Zhang, Yan Li, Shipeng Zhang, Qingyun Liu, Jianlong Tan. 768-769 [doi]
- Ranking Keyword Search Results with Query LogsJing Zhou, Xiaohui Yu, Yang Liu 0008, Ziqiang Yu. 770-771 [doi]
- Constructing an Issue Network from the Perspective of Common R&D KeywordsNamgyu Kim, William Wong Xiu Shun, Jieun Kim, Kee-Young Kwahk, Seung Ryul Jeong, Hyunchul Ahn. 772-773 [doi]
- Agriculture Data for All - Integrated Tools for Agriculture Data Integration, Analytics, and SharingJarek Nabrzyski, Cheng Liu, Charles Vardeman, Sandra Gesing, Milan Budhatoki. 774-775 [doi]
- Asynchronous Service Analysis of Cloud DVR DataCenterZhen Zhao. 776-777 [doi]
- Work in Progress - In-Memory Analysis for Healthcare Big DataMuaz Mian, Ankur Teredesai, David Hazel, Sreenivasulu Pokuri, Krishna Uppala. 778-779 [doi]
- Large-Scale Heterogeneous Program Retrieval through Frequent Pattern Discovery and Feature Correlation AnalysisBo Liu, Liang Wu, Qiuxiang Dong, Yuanchun Zhou. 780-781 [doi]
- Towards Efficient KNN Joins on Data StreamsChong Yang, Xiaohui Yu, Yang Liu 0008. 782-783 [doi]
- CouchFS: A High-Performance File System for Large Data SetsFangzhou Yao, Roy H. Campbell. 784-785 [doi]
- A Computational Framework for Integrating and Retrieving Biodiversity Data on a Large ScaleDaniel Lins da Silva, Pedro Luiz Pizzigatti Corrêa, Silvio L. Stanzani, Paulo Andre Filipak, Andreiwid Sheffer Correa. 786-787 [doi]
- Versioning Complex DataMatt Macduff, Benno Lee, Sherman Beus. 788-791 [doi]
- On the Way to Big Data Applications in Industrial Computed TomographyAlexander Ditter, Dietmar Fey, Tobias Schon, Steven Oeckl. 792-793 [doi]
- Towards a Novel Model for Distributed Big Data Service Composition Using Functional Graph MatchingCarlos R. Rivero, Hasan M. Jamil. 794-795 [doi]
- Enrichment Patterns for Big DataKerrie Holley, Gandhi Sivakumar, Kalapriya Kannan. 796-799 [doi]
- YCSB and TPC-H: Big Data and Decision Support BenchmarksMelyssa Barata, Jorge Bernardino, Pedro Furtado. 800-801 [doi]
- Understanding Student Behaviors in Online Classroom: Data Scientific ApproachJongbok Byun, Diane Pennington, Jorge Cardenas, Srabasti Dutta, Jeral Kirwan. 802-803 [doi]
- Scientific Data Infrastructure for Sustainability Science Mobile ApplicationsKatherine G. Herbert, Emily Hill, Jerry Alan Fails, Joseph O. Ajala, Richard T. Boniface, Paul W. Cushman. 804-805 [doi]
- Really Opened Government Data: A Collaborative Transparency at SightAndreiwid Sheffer Correa, Pedro Luiz Pizzigatti Corrêa, Daniel L. Silva, Flavio Soares Corrêa da Silva. 806-807 [doi]
- Classifying and Aggregating Context Attributes for Business Service Requests - No 'One-Size-Fits-All'Rebecca Copeland, Noël Crespi. 808-815 [doi]
- Big Data Infrastructure for analyzing data generated by Wireless Sensor NetworksLidice Garcia Rios, Jos'e Alberto Incera Diguez. 816-823 [doi]
- Automated Trading with Machine Learning on Big DataDymitr Ruta. 824-830 [doi]