Table of Contents

• Boosting Vertex-Cut Partitioning for Streaming GraphsHooman Peiro Sajjad, Amir H. Payberah, Fatemeh Rahimian, Vladimir Vlassov, Seif Haridi. 1-8 [doi]
• Optimizing Hadoop Framework for Solid State DrivesJae-Ki Hong, Liang Li, Chihye Han, Bingxu Jin, Qichao Yang, Zilong Yang. 9-17 [doi]
• Continual and Cost-Effective Partitioning of Dynamic Graphs for Optimizing Big Graph Processing SystemsAmirreza Abdolrashidi, Lakshmish Ramaswamy. 18-25 [doi]
• Evaluation and Analysis of In-Memory Key-Value SystemsWenqi Cao, Semih Sahin, Ling Liu, Xianqiang Bao. 26-33 [doi]
• Improving the Visualization of WordNet Large Lexical Database through Semantic Tag CloudsEnrico Giacinto Caldarola, Antonio M. Rinaldi. 34-41 [doi]
• Clustering Geo-tagged Tweets for Advanced Big Data AnalyticsGloria Bordogna, Luca Frigerio, Alfredo Cuzzocrea, Giuseppe Psaila. 42-51 [doi]
• A NoSQL Data Model for Scalable Big Data Workflow ExecutionAravind Mohan, Mahdi Ebrahimi, Shiyong Lu, Alexander Kotov. 52-59 [doi]
• Model Transformation and Data Migration from Relational Database to MongoDBTianyu Jia, Xiaomeng Zhao, Zheng Wang, Dahan Gong, Guiguang Ding. 60-67 [doi]
• Predictive Modeling in a Big Data Distributed Setting: A Scalable Bias Correction ApproachGianluca Bontempi, Yann-Aël Le Borgne. 68-74 [doi]
• Distributed Incremental Graph AnalysisUpa Gupta, Leonidas Fegaras. 75-82 [doi]
• Enhanced State History Tree (eSHT): A Stateful Data Structure for Analysis of Highly Parallel System TracesLoic Prieur-Drevon, Raphaël Beamonte, Naser Ezzati Jivan, Michel R. Dagenais. 83-90 [doi]
• A Case Study of Optimizing Big Data Analytical Stacks Using Structured Data ShufflingDixin Tang, Taoying Liu, Rubao Lee, Hong Liu, Wei Li 0008. 91-100 [doi]
• Geelytics: Enabling On-Demand Edge Analytics over Scoped Data SourcesBin Cheng, Apostolos Papageorgiou, Martin Bauer. 101-108 [doi]
• Analytics Toolkit for Business Big DataFan Liang, Weichang Du. 109-116 [doi]
• QDrill: Query-Based Distributed Consumable Analytics for Big DataShadi Khalifa, Patrick Martin, Dan Rope, Mike McRoberts, Craig Statchuk. 117-124 [doi]
• Marketing Campaigns in Twitter Using a Pattern Based Diffusion PolicyEleanna Kafeza, Christos Makris, Pantelis Vikatos. 125-132 [doi]
• TwigStack-MR: An Approach to Distributed XML Twig Query Using MapReduceHongjie Fan, Han Yang, Zhiyi Ma, Junfei Liu. 133-140 [doi]
• Infra: SLO Aware Elastic Auto-scaling in the Cloud for Cost ReductionSubhajit Sidhanta, Supratik Mukhopadhyay. 141-148 [doi]
• GOMA: Supporting Big Data Analytics with a Goal-Oriented ApproachSam Supakkul, Liping Zhao, Lawrence Chung. 149-156 [doi]
• Energy Consumption Prediction with Big Data: Balancing Prediction Accuracy and Computational ResourcesKatarina Grolinger, Miriam A. M. Capretz, Luke Seewald. 157-164 [doi]
• From Big Data to Great ServicesJianwei Yin, Yan Tang, Wei Lo, Zhaohui Wu. 165-172 [doi]
• A Fast and Efficient Entity Resolution Approach for Preserving Privacy in Mobile DataIoannis Boutsis, Vana Kalogeraki. 173-180 [doi]
• SD-HDFS: Secure Deletion in Hadoop Distributed File SystemBikash Agrawal, Raymond A. Hansen, Chunming Rong, Tomasz Wiktorski. 181-189 [doi]
• Privacy Preserving Predictive Analytics with Smart MetersBiruk K. Habtemariam, Andriy V. Miranskyy, Ali Miri, Saeed Samet, Matthew Davison. 190-197 [doi]
• Catching Social Butterflies: Identifying Influential Users of an Event-Based Social Networking ServiceJonathan Popa, Kusha Nezafati, Yulia R. Gel, John Zweck, Georgiy Bobashev. 198-205 [doi]
• Towards an Efficient Top-K Trajectory Similarity Query Processing Algorithm for Big Trajectory Data on GPGPUsEleazar Leal, Le Gruenwald, Jianting Zhang, Simin You. 206-213 [doi]
• DeepSky: Identifying Absorption Bumps via Deep LearningXiaoyong Yuan, Min Li, Sudeep Gaddam, Xiaolin Li, Yinan Zhao, Jingzhe Ma, Jian Ge. 214-221 [doi]
• Green Cabs vs. Uber in New York CityLasse Korsholm Poulsen, Daan Dekkers, Nicolaas Wagenaar, Wesley Snijders, Ben Lewinsky, Raghava Rao Mukkamala, Ravi Vatrapu. 222-229 [doi]
• Driver Unique Acceleration Behaviours and Stability over Two YearsBruce Wallace, Rafik A. Goubran, Frank Knoefel, Shawn Marshall, Michelle Porter, Andrew Smith. 230-235 [doi]
• Cloud-Based Core Text Processing Services for Sentiment AnalysisHuan Chen, Xin-Nan Li, Liang-Jie Zhang, Yixuan Huang, Xiao-Sheng Cai. 236-243 [doi]
• Design and Implementation of a Multidimensional Data Retrieval Sorting Optimization ModelDanfeng Yan, Liying Zhang, Xuan Zhao. 244-250 [doi]
• An Improved Single-Pass Algorithm for Chinese Microblog Topic Detection and TrackingDanfeng Yan, Enzheng Hua, Bo Hu. 251-258 [doi]
• Edge-Computing-Aware Deployment of Stream Processing Tasks Based on Topology-External Information: Model, Algorithms, and a Storm-Based PrototypeApostolos Papageorgiou, Ehsan Poormohammady, Bin Cheng. 259-266 [doi]
• Effective Multi-stream Joining in Apache Samza FrameworkZhenyun Zhuang, Tao Feng, Yi Pan, Haricharan Ramachandra, Badri Sridharan. 267-274 [doi]
• A Scalable Probabilistic Change Detection Algorithm for Very High Resolution (VHR) Satellite ImagerySeokyong Hong, Ranga Raju Vatsavai. 275-282 [doi]
• Evaluation of Data Mining Tools for Telecommunication Monitoring Data Using Design of ExperimentSamneet Singh, Yan Liu, Wayne Ding, Zheng Li. 283-290 [doi]
• An Empirical Investigation of Mobile Network Traffic Data for Resource ManagementMan Si, Chung-Horng Lung, Samuel Ajila, Wayne Ding. 291-298 [doi]
• Genetic Information Privacy in the Age of Data-Driven MedicineJingquan Li. 299-306 [doi]
• A Method to Price Your Information Asset in the Information MarketDivya Rao, Wee Keong Ng. 307-314 [doi]
• Workflow Transformation for Real-Time Big Data ProcessingYuji Ishizuka, Wuhui Chen, Incheon Paik. 315-318 [doi]
• An OWL Ontology Representation for Machine-Learned Functions Using Linked DataJingyuan Xu, Hao Wang, Henry Trimbach. 319-322 [doi]
• Quantitative Analysis of Scalable NoSQL DatabasesSurya Narayanan Swaminathan, Ramez Elmasri. 323-326 [doi]
• Asset-centric Security-Aware Service SelectionGiannis Tziakouris, Marios Zinonos, Tom Chothia, Rami Bahsoon. 327-332 [doi]
• Semi-clustering That Scales: An Empirical Evaluation of GraphXJakob Smedegaard Andersen, Olaf Zukunft. 333-336 [doi]
• Monetizing the User's Information Asset in Internet Information MarketDivya Rao, Wee Keong Ng. 337-340 [doi]
• Privacy-Aware Big Data Warehouse ArchitectureKarthik Navuluri, Ravi Mukkamala, Aftab Ahmad. 341-344 [doi]
• Software Metrics for Green Parallel Computing of Big Data SystemsHavva Gülay Gürbüz, Bedir Tekinerdogan. 345-348 [doi]
• Distributed Top-k Keyword Search over Very Large Databases with MapReduceZiqiang Yu, Xiaohui Yu, Yuehui Chen, Kun Ma. 349-352 [doi]
• Towards Automatic Memory Tuning for In-Memory Big Data Analytics in ClustersAris-Kyriakos Koliopoulos, Paraskevas Yiapanis, Firat Tekiner, Goran Nenadic, John A. Keane. 353-356 [doi]
• Analyzing Future Nodes in a Knowledge NetworkSukhwan Jung, Tuan Manh Lai, Aviv Segev. 357-360 [doi]
• Do Drivers' Behaviors Reflect Their Past Driving Histories? - Large Scale Examination of Vehicle Recorder DataDaisaku Yokoyama, Masashi Toyoda. 361-368 [doi]
• Urban Area Vehicle Number Estimation Based on RTMS DataYue Hu, Yuanchao Shu, Peng Cheng, Jiming Chen. 369-376 [doi]
• Towards Data Analytics of Pathogen-Host Protein-Protein Interaction: A SurveyHuaming Chen, Jun Shen, Lei Wang, Jiangning Song. 377-388 [doi]
• Open Source Big Data Analytics Frameworks Written in ScalaJohn A. Miller, Casey Bowman, Vishnu Gowda Harish, Shannon Quinn. 389-393 [doi]
• Big Datasets for Research: A Survey on Flagship ConferencesYi Wei, Shijun Liu, Jiao Sun, LiZhen Cui, Li Pan, Lei Wu. 394-401 [doi]
• Mobile Network Traffic Prediction Using MLP, MLPWD, and SVMAli Yadavar Nikravesh, Samuel A. Ajila, Chung-Horng Lung, Wayne Ding. 402-409 [doi]
• JVM Configuration Management and Its Performance Impact for Big Data ApplicationsSemih Sahin, Wenqi Cao, Qi Zhang, Ling Liu. 410-417 [doi]
• An Hybrid Approach to Quality Evaluation across Big Data Value ChainMohamed Adel Serhani, Hadeel T. El Kassabi, Ikbal Taleb, Al Ramzana Nujum. 418-425 [doi]
• GS1 Connected Car Using EPCIS-ONS SystemBongjin Sohn, Sungpil Woo, Jiyong Han, Hyeeun Cho, Jaewook Byun, Daeyoung Kim 0001. 426-429 [doi]
• Key Update as a Service (KAAS): An Agent-Based Modeling for Cloud-Based Access ControlSomchart Fugkeaw, Hiroyuki Sato. 430-437 [doi]
• Modeling the Location Selection of Mirror Servers in Content Delivery NetworksPeter Hillmann, Tobias Uhlig, Gabi Dreo Rodosek, Oliver Rose. 438-445 [doi]
• Cloud Computing Intelligent Data-Driven Model: Connecting the Dots to Combat Global TerrorismGokop Goteng, Xueyu Tao. 446-453 [doi]
• Research of Clouding Based Pulse Monitoring and Data Analysis Framework for Efficient Physical TrainingHongLiang Yuan, Jun Wang, Jun Liu, Shiliang Li. 454-461 [doi]
• Complex Quality of Service Lifecycle Assessment MethodologyR. William Maule. 462-469 [doi]
• Don't Fire Me, a Kernel Autoregressive Hybrid Model for Optimal Layoff PlanZhiling Luo, Ying Li, Ruisheng Fu, Jianwei Yin. 470-477 [doi]
• Can We Use Programmer's Knowledge? Fixing Parameter Configuration Errors in Hadoop through Analyzing Q&A SitesTong Jia, Ying Li, Hongyan Tang, Zhonghai Wu. 478-484 [doi]
• Identification as a Service: Large-Scale Cloud Service Discovery over the World Wide WebAbdullah Alfazi, Quan Z. Sheng, Wei Emma Zhang, Lina Yao, Talal H. Noor. 485-492 [doi]
• Software Evolution Information Driven Service-Oriented Software ClusteringLinhui Zhong, Jing He, Nengwei Zhang, Peng Zhang, Jing Xia. 493-500 [doi]