| 2019 | Data Transfer between Scientific Facilities - Bottleneck Analysis, Insights and Optimizations. | Yuanlai Liu, Zhengchun Liu, Rajkumar Kettimuthu, Nageswara S. V. Rao, Zizhong Chen, Ian T. Foster |
| 2019 | An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale. | Yong Liu, Pavel A. Dmitriev, Yifei Huang, Andrew Brooks, Li Dong |
| 2019 | Deep Reinforcement Learning for IoT Network Dynamic Clustering in Edge Computing. | Qingzhi Liu, Long Cheng, Tanir Ozcelebi, John Murphy, Johan Lukkien |
| 2019 | Missing Data Recovery in Large-Scale, Sparse Datacenter Traces: An Alibaba Case Study. | Yi Liang, Linfeng Bi, Xing Su |
| 2019 | Efficient Job Scheduling for Clusters with Shared Tiered Storage. | Leah E. Lackner, Hamid Mohammadi Fard, Felix Wolf |
| 2019 | Towards Configurable Cloud Application Security. | Kyriakos Kritikos, Manos Papoutsakis, Sotiris Ioannidis, Kostas Magoutis |
| 2019 | DCA-IO: A Dynamic I/O Control Scheme for Parallel and Distributed File Systems. | Sunggon Kim, Alex Sim, Kesheng Wu, Suren Byna, Teng Wang, Yongseok Son, Hyeonsang Eom |
| 2019 | Dynamic Scaling of Video Analytics for Wide-Area Tracking in Urban Spaces. | Aakash Khochare, Sheshadri K. R, Shriram R., Yogesh Simmhan |
| 2019 | Application-Level Differential Checkpointing for HPC Applications with Dynamic Datasets. | Kai Keller, Leonardo Bautista-Gomez |
| 2019 | A Machine Learning Approach for Productive Data Locality Exploitation in Parallel Computing Systems. | Engin Kayraklioglu, Erwan Favry, Tarek A. El-Ghazawi |
| 2019 | Exploiting CPU Voltage Margins to Increase the Profit of Cloud Infrastructure Providers. | Christos Kalogirou, Panos K. Koutsovasilis, Christos D. Antonopoulos, Nikolaos Bellas, Spyros Lalis, Srikumar Venugopal, Christian Pinto |
| 2019 | A Novel Stochastic Gradient Descent Algorithm Based on Grouping over Heterogeneous Cluster Systems for Distributed Deep Learning. | Wenbin Jiang, Geyan Ye, Laurence T. Yang, Jian Zhu, Yang Ma, Xia Xie, Hai Jin |
| 2019 | Scalable Video Transcoding in Public Clouds. | Qingye Jiang, Young Choon Lee, Albert Y. Zomaya |
| 2019 | Reproducibility and Performance of Deep Learning Applications for Cancer Detection in Pathological Images. | Christoph Jansen, Bruno Schilling, Klaus Strohmenger, Michael Witt, Jonas Annuscheit, Dagmar Krefting |
| 2019 | ePipe: Near Real-Time Polyglot Persistence of HopsFS Metadata. | Mahmoud Ismail, Mikael Ronstrm, Seif Haridi, Jim Dowling |
| 2019 | Big Data Analytics Exploration of Green Space and Mental Health in Melbourne. | Ying Hu, Richard O. Sinnott |
| 2019 | Multi-objective Container Deployment on Heterogeneous Clusters. | Yang Hu, Cees T. A. M. de Laat, Zhiming Zhao |
| 2019 | Game Theoretic-Based Approaches for Cybersecurity-Aware Virtual Machine Placement in Public Cloud Clusters. | Soamar Homsi, Gang Quan, Wujie Wen, Gustavo A. Chaparro-Baquero, Laurent Njilla |
| 2019 | Performance Evaluation of Big Data Processing Strategies for Neuroimaging. | Valrie Hayot-Sasson, Shawn T. Brown, Tristan Glatard |
| 2019 | Design and Characterization of Shared Address Space MPI Collectives on Modern Architectures. | Jahanzeb Maqbool Hashmi, Sourav Chakraborty, Mohammadreza Bayatpour, Hari Subramoni, Dhabaleswar K. Panda |
| 2019 | BOOTABLE: Bioinformatics Benchmark Tool Suite. | Maximilian Hanussek, Felix Bartusch, Jens Krger, Oliver Kohlbacher |
| 2019 | Towards a Science Gateway for Bioinformatics: Experiences in the Brazilian System of High Performance Computing. | Kary Ann del Carmen Ocaa Gautherot, Marcelo Galheigo, Carla Osthoff, Luiz M. R. Gadelha Jr., Antnio Tadeu A. Gomes, Daniel de Oliveira, Fbio Porto, Ana Tereza Ribeiro de Vasconcelos |
| 2019 | Million-Core-Scalable Simulation of the Elastic Migration Algorithm on Sunway TaihuLight Supercomputer. | Lin Gan, Jingheng Xu, Xin Wang, Sihai Wu, Xiaohui Duan, Yuxuan Li, Haohuan Fu, Guangwen Yang |
| 2019 | Proximity-Aware Traffic Routing in Distributed Fog Computing Platforms. | Ali J. Fahs, Guillaume Pierre |
| 2019 | Same Same, but Different: A Descriptive Intra-IaaS Differentiation. | Yehia Elkhatib, Faiza Samreen, Gordon S. Blair |