| 2015 | Groupwise analytics via adaptive MapReduce. | Liping Peng, Vuk Ercegovac, Kai Zeng, Peter J. Haas, Andrey Balmin, Yannis Sismanis |
| 2015 | Privacy-aware dynamic feature selection. | Erman Pattuk, Murat Kantarcioglu, Huseyin Ulusoy, Bradley A. Malin |
| 2015 | Goals in Social Media, information retrieval and intelligent agents. | Dimitra Papadimitriou, Yannis Velegrakis, Georgia Koutrika, John Mylopoulos |
| 2015 | Accelerating Big Data analytics with Collaborative Planning in Teradata Aster 6. | Aditi Pandit, Derrick Kondo, David E. Simmen, Anjali Norwood, Tongxin Bai |
| 2015 | Understanding business trends from data evolution with Tornado. | Azhar Ait Ouassarah, Nicolas Aversengy, Xavier Fournety, Jean-Marc Petit, Romain Revol, Vasile-Marian Scuturici |
| 2015 | Interactive preference-aware query optimization. | N. R. Ong, S. E. Rojcewicz, Nicholas L. Farnan, Adam J. Lee, Panos K. Chrysanthis, Ting Yu |
| 2015 | Ranking Candidate Networks of relations to improve keyword search over relational databases. | Pericles de Oliveira, Altigran S. da Silva, Edleno Silva de Moura |
| 2015 | Optimizing CPU cache performance for Pregel-like graph computation. | Songjie Niu, Shimin Chen |
| 2015 | Traversal optimizations and analysis for large graph clustering. | Waqas Nawaz |
| 2015 | The power of both choices: Practical load balancing for distributed stream processing engines. | Muhammad Anis Uddin Nasir, Gianmarco De Francisci Morales, David Garca-Soriano, Nicolas Kourtellis, Marco Serafini |
| 2015 | Configurable hardware-based streaming architecture using Online Programmable-Blocks. | Mohammadreza Najafi, Mohammad Sadoghi, Hans-Arno Jacobsen |
| 2015 | Integrating query processing with parallel languages. | Brandon Myers |
| 2015 | Mining maximal cliques from an uncertain graph. | Arko Provo Mukherjee, Pan Xu, Srikanta Tirthapura |
| 2015 | Data mining for safety transportation by means of using Internet survey. | Masahiro Miyaji |
| 2015 | An SVD-based Multimodal Clustering method for Social Event Detection. | Yun Ma, Qing Li, Zhenguo Yang, Zheng Lu, Haiwei Pan, Antoni B. Chan |
| 2015 | Scalable SimRank join algorithm. | Takanori Maehara, Mitsuru Kusumoto, Ken-ichi Kawarabayashi |
| 2015 | Dynamic resource management in a MapReduce-style platform for fast data processing. | Kasper Grud Skat Madsen, Yongluan Zhou |
| 2015 | PGWinFunc: Optimizing Window Aggregate Functions in PostgreSQL and its application for trajectory data. | Jiansong Ma, Yu Cao, Xiaoling Wang, Chaoyong Wang, Cheqing Jin, Aoying Zhou |
| 2015 | LLAMA: Efficient graph analytics using Large Multiversioned Arrays. | Peter Macko, Virendra J. Marathe, Daniel W. Margo, Margo I. Seltzer |
| 2015 | Piecewise linear approximation of streaming time series data with max-error guarantees. | Ge Luo, Ke Yi, Siu-Wing Cheng, Zhenguo Li, Wei Fan, Cheng He, Yadong Mu |
| 2015 | Efficient and scalable trie-based algorithms for computing set containment relations. | Yongming Luo, George H. L. Fletcher, Jan Hidders, Paul De Bra |
| 2015 | High performance temporal indexing on modern hardware. | David B. Lomet, Faisal Nawab |
| 2015 | On random walk based graph sampling. | Rong-Hua Li, Jeffrey Xu Yu, Lu Qin, Rui Mao, Tan Jin |
| 2015 | Sampling social streams for hot social events analytics. | Ye Li, Fan Xia, Chengcheng Yu, Weining Qian, Aoying Zhou |
| 2015 | MARS: A multi-aspect Recommender system for Point-of-Interest. | Xin Li, Guandong Xu, Enhong Chen, Lin Li |