| 2017 | A Kernel Support Vector Machine Trained Using Approximate Global and Exhaustive Local Sampling. Benjamin Bryant, Hamed Sari-Sarraf, L. Rodney Long, Sameer K. Antani |
| 2017 | A Preliminary Investigation with Twitter to Augment CVD Exposome Research. Daniel Medina Sada, Susan A. Mengel, Lisaann S. Gittner, Hafiz Khan, Mario A. Pitalua Rodriguez, Ravi Vadapalli |
| 2017 | A Scalable Real-Time Framework for DDoS Traffic Monitoring and Characterization. Joojay Huyn |
| 2017 | Active Friending in Online Social Networks. Jing Yuan, Weili Wu, Yi Li, Ding-Zhu Du |
| 2017 | An Imputation-based Augmented Anomaly Detection from Large Traces of Operating System Events. Mellitus Ezeme, Akramul Azim, Qusay H. Mahmoud |
| 2017 | An Unsupervised Approach for Online Detection and Mitigation of High-Rate DDoS Attacks Based on an In-Memory Distributed Graph Using Streaming Data and Analytics. Juan J. Villalobos, Ivan Rodero, Manish Parashar |
| 2017 | Automatic Mining of Multi-granularity Temporal Regularity from Trajectory Data. Siyuan Huang, Rui Zhang, Nuofei Li, Jiming Guo, Hongbo Jiang |
| 2017 | Big Data Aware Virtual Machine Placement in Cloud Data Centers. Logan Hall, Bryan Harris, Erica Tomes, Nihat Altiparmak |
| 2017 | Candidate MDS Array Codes for Tolerating Three Disk Failures in RAID-7 Architectures. Mayur Punekar, Qutaibah M. Malluhi, Yongge Wang, Yvo Desmedt |
| 2017 | Case Study: Clustering Big Stellar Data with EM. Hasan Kurban, Can Kockan, Mark Jenne, Mehmet M. Dalkilic |
| 2017 | Characterization of Big Data Stream Processing Pipeline: A Case Study using Flink and Kafka. M. Haseeb Javed, Xiaoyi Lu, Dhabaleswar K. Panda |
| 2017 | Characterizing Time Series Data Diversity for Wind Forecasting. Cong Feng, Erol Kevin Chartan, Bri-Mathias S. Hodge, Jie Zhang |
| 2017 | DIMSpan: Transactional Frequent Subgraph Mining with Distributed In-Memory Dataflow Systems. André Petermann, Martin Junghanns, Erhard Rahm |
| 2017 | Deep Understanding of a Document's Structure. Muhammad Mahbubur Rahman, Tim Finin |
| 2017 | Feature Engineering and Classification Models for Partial Discharge Events in Power Transformers. Jonathan Wang, Kesheng Wu, Alex Sim, Seongwook Hwangbo |
| 2017 | Genomics Analyser: A Big Data Framework for Analysing Genomics Data. Tariq Abdullah, Ahmed Ahmet |
| 2017 | Glowworm Swarm Optimisation for Training Multi-Layer Perceptrons. Dabiah Ahmed Alboaneen, Huaglory Tianfield, Yan Zhang |
| 2017 | Information Diffusion on Twitter: Pattern Recognition and Prediction of Volume, Sentiment, and Influence. Amartya Hatua, Trung T. Nguyen, Andrew H. Sung |
| 2017 | Large-scale 3D Reconstruction with an R-based Analysis Workflow. Riqing Chen, Hui Zhang |
| 2017 | Managing Variant Calling Files the Big Data Way: Using HDFS and Apache Parquet. Aikaterini Boufea, Richard Finkers, Martijn van Kaauwen, Mark R. Kramer, Ioannis N. Athanasiadis |
| 2017 | Mining PMU Data Streams to Improve Electric Power System Resilience. Jun Jiang, Xinghui Zhao, Scott Wallace, Eduardo Cotilla Sanchez, Robert B. Bass |
| 2017 | Modeling and Analysis of a Deep Learning Pipeline for Cloud based Video Analytics. Muhammad Usman Yaseen, Ashiq Anjum, Nick Antonopoulos |
| 2017 | Multiclass Sentiment Classification of Online Health Forums using Both Domain-independent and Domain-specific Features. Rana Alnashwan, Humphrey Sorensen, Adrian O'Riordan, Cathal Hoare |
| 2017 | Performance Analysis of Large Scale Distributed Systems by Ranking Dominant Features. Debessay Fesehaye, Lenin Singaravelu, Amitabha Banerjee, Ruijin Zhou, Xiaobo Huang, Chien-Chia Chen, Rajesh Somasundaran |
| 2017 | PopUp-Cubing: An Algorithm to Efficiently Use Iceberg Cubes in Data Streams. Felix Heine, Marius Rohde |
| 2017 | Priority Based Resource Scheduling Techniques for a Resource Constrained Stream Processing System. Rudraneel Chakraborty, Shikharesh Majumdar |
| 2017 | Proceedings of the Fourth IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, BDCAT 2017, Austin, TX, USA, December 05 - 08, 2017 Ashiq Anjum, Alan Sill, Xinghui Zhao, Mohsen M. Farid, Shrideep Pallickara, Jiannong Cao |
| 2017 | Quality-Aware Movie Recommendation System on Big Data. Yan Tang, Mingzheng Li, Wangsong Wang, Pengcheng Xuan, Kun Geng |
| 2017 | Quantitative Verification of Social Media Networks: The Case Study of Twitter. Kenneth Johnson, Shahper Richter |
| 2017 | Second-Order Destination Inference using Semi-Supervised Self-Training for Entry-Only Passenger Data. Rongye Shi, Peter Steenkiste, Manuela M. Veloso |
| 2017 | Understanding Behavior Trends of Big Data Frameworks in Ongoing Software-Defined Cyber-Infrastructure. Shouwei Chen, Ivan Rodero |
| 2017 | Victream: Computing Framework for Out-of-Core Processing on Multiple GPUs. Jun Suzuki, Yuki Hayashi, Masaki Kan, Shinya Miyakawa, Takashi Takenaka, Takuya Araki, Masaru Kitsuregawa |
| 2017 | What Ignites a Reply?: Characterizing Conversations in Microblogs. Johnny Torres, Carmen Vaca, Cristina L. Abad |