| 2 | -- | 0 | Danilo Ardagna, Mark S. Squillante. Special Issue on Performance and Resource Management in Big Data Applications |
| 3 | -- | 11 | Yue Tan, Cathy H. Xia. An Adaptive Learning Approach for Efficient Resource Provisioning in Cloud Services |
| 12 | -- | 21 | Andrea Rosà , Lydia Y. Chen, Robert Birke, Walter Binder. Demystifying Casualties of Evictions in Big Data Priority Scheduling |
| 22 | -- | 30 | Yijun Ying, Robert Birke, Cheng Wang, Lydia Y. Chen, Natarajan Gautam. On Energyaware Allocation and Execution for Batch and Interactive MapReduce |
| 31 | -- | 37 | Jian Tan, Li Zhang, Min Li, Yandong Wang. Multi-resource Fair Sharing for Multiclass Workflows |
| 38 | -- | 50 | Zhuoyao Zhang, Ludmila Cherkasova, Boon Thau Loo. Exploiting Cloud Heterogeneity to Optimize Performance and Cost of MapReduce Processing |
| 51 | -- | 61 | Marzieh Malekimajd, Danilo Ardagna, Michele Ciavotta, Alessandro Maria Rizzi, Mauro Passacantando. Optimal Map Reduce Job Capacity Allocation in Cloud Systems |
| 62 | -- | 71 | Wei Zhang, Sundaresan Rajasekaran, Shaohua Duan, Timothy Wood, Mingfa Zhu. Minimizing Interference and Maximizing Progress for Hadoop Virtual Machines |