| 2019 | 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2019, Larnaca, Cyprus, May 14-17, 2019 |
| 2019 | A Framework for SLO-driven Cloud Specification and Brokerage. Abdessalam Elhabbash, Yehia Elkhatib, Gordon S. Blair, Yuhui Lin, Adam Barker |
| 2019 | A Machine Learning Approach for Productive Data Locality Exploitation in Parallel Computing Systems. Engin Kayraklioglu, Erwan Favry, Tarek A. El-Ghazawi |
| 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 | A Performance Driven Micro Services-Based Architecture/System for Analyzing Noisy IoT Data. Miodrag Bolic, Shikharesh Majumdar |
| 2019 | A Performance Improvement Approach for Second-Order Optimization in Large Mini-batch Training. Hiroki Naganuma, Rio Yokota |
| 2019 | A Preliminary Fault Taxonomy for Multi-tenant SaaS Systems. Victor Hugo Santiago C. Pinto, Simone R. S. Souza, Paulo S. L. Souza |
| 2019 | A Zoom-in Analysis of I/O Logs to Detect Root Causes of I/O Performance Bottlenecks. Teng Wang, Suren Byna, Glenn K. Lockwood, Shane Snyder, Philip H. Carns, Sunggon Kim, Nicholas J. Wright |
| 2019 | Adapting the Secretary Hiring Problem for Optimal Hot-Cold Tier Placement Under Top-K Workloads. Ben Blamey, Fredrik Wrede, Johan Karlsson, Andreas Hellander, Salman Toor |
| 2019 | Adaptive Quality Optimization of Computer Vision Tasks in Resource-Constrained Devices using Edge Computing. Anas Toma, Juri Wenner, Jan Eric Lenssen, Jian-Jia Chen |
| 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 | An Intelligent, Adaptive, and Flexible Data Compression Framework. Hariharan Devarajan, Anthony Kougkas, Xian-He Sun |
| 2019 | Anomaly Detection and Classification using Distributed Tracing and Deep Learning. Sasho Nedelkoski, Jorge Cardoso, Odej Kao |
| 2019 | Application-Level Differential Checkpointing for HPC Applications with Dynamic Datasets. Kai Keller, Leonardo Bautista-Gomez |
| 2019 | Autotuning Under Tight Budget Constraints: A Transparent Design of Experiments Approach. Pedro Bruel, Steven Quinito Masnada, Brice Videau, Arnaud Legrand, Jean-Marc Vincent, Alfredo Goldman |
| 2019 | BOOTABLE: Bioinformatics Benchmark Tool Suite. Maximilian Hanussek, Felix Bartusch, Jens Krüger, Oliver Kohlbacher |
| 2019 | Batched Sparse Matrix Multiplication for Accelerating Graph Convolutional Networks. Yusuke Nagasaka, Akira Nukada, Ryosuke Kojima, Satoshi Matsuoka |
| 2019 | Beyond Load Balancing: Package-Aware Scheduling for Serverless Platforms. Gabriel Aumala, Edwin F. Boza, Luis Ortiz-Avilés, Gustavo Totoy, Cristina L. Abad |
| 2019 | Big Data Analytics Exploration of Green Space and Mental Health in Melbourne. Ying Hu, Richard O. Sinnott |
| 2019 | CRAM: a Container Resource Allocation Mechanism for Big Data Streaming Applications. Olubisi Runsewe, Nancy Samaan |
| 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 | DMC: A Differential Marketplace for Cloud Resources. Abhinandan S. Prasad, Mayutan Arumaithurai, David Koll, Xiaoming Fu |
| 2019 | Data Driven Priority Scheduling on a Spark Streaming System. Tobi Ajila, Shikharesh Majumdar |
| 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 | Deep Reinforcement Learning for IoT Network Dynamic Clustering in Edge Computing. Qingzhi Liu, Long Cheng, Tanir Ozcelebi, John Murphy, Johan Lukkien |
| 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 | Detection of Silent Data Corruptions in Smoothed Particle Hydrodynamics Simulations. Aurélien Cavelan, Rubén M. Cabezón, Florina M. Ciorba |
| 2019 | Distributed MCMC Inference in Dirichlet Process Mixture Models Using Julia. Or Dinari, Angel Yu, Oren Freifeld, John W. Fisher III |
| 2019 | Distributed Operator Placement for IoT Data Analytics Across Edge and Cloud Resources. Eduard Gibert Renart, Alexandre da Silva Veith, Daniel Balouek-Thomert, Marcos Dias de Assunção, Laurent Lefèvre, Manish Parashar |
| 2019 | Dynamic Scaling of Video Analytics for Wide-Area Tracking in Urban Spaces. Aakash Khochare, Sheshadri K. R, Shriram R., Yogesh Simmhan |
| 2019 | EC-Shuffle: Dynamic Erasure Coding Optimization for Efficient and Reliable Shuffle in Spark. Xin Yao, Cho-Li Wang, Mingzhe Zhang |
| 2019 | ESprint: QoS-Aware Management for Effective Computational Sprinting in Data Centers. Haoran Cai, Qiang Cao, Feng Sheng, Yang Yang, Changsheng Xie, Liang Xiao |
| 2019 | Effective and Efficient Big Data Management in Distributed Environments: Models, Issues, and Research Perspectives. Alfredo Cuzzocrea |
| 2019 | Efficient Congestion Management for High-Speed Interconnects using Adaptive Routing. Jose Rocher-Gonzalez, Jesús Escudero-Sahuquillo, Pedro Javier García, Francisco José Quiles Flor, Gaspar Mora |
| 2019 | Efficient Distributed Range Query Processing in Apache Spark. Apostolos N. Papadopoulos, Spyros Sioutas, Christos D. Zaroliagis, Nikolaos Zacharatos |
| 2019 | Efficient Job Scheduling for Clusters with Shared Tiered Storage. Leah E. Lackner, Hamid Mohammadi Fard, Felix Wolf |
| 2019 | Enabling Large Scale Data Production for OpenDose with GATE on the EGI Infrastructure. Maxime Chauvin, Gilles Mathieu, Sorina Camarasu-Pop, Axel Bonnet, Manuel Bardies, Isabelle Perseil |
| 2019 | Exhaustive Study of Hierarchical AllReduce Patterns for Large Messages Between GPUs. Yuichiro Ueno, Rio Yokota |
| 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 | Exploiting Stream Parallelism of MRI Reconstruction Using GrPPI over Multiple Back-Ends. Javier García Blas, David del Rio Astorga, Javier Daniel Garcia, Jesús Carretero |
| 2019 | Extensible Declarative Management of Cloud Resources across Providers. Oleksii Serhiienko, Panagiotis Gkikopoulos, Josef Spillner |
| 2019 | Fuzzy Matching: Hardware Accelerated MPI Communication Middleware. Matthew G. F. Dosanjh, Whit Schonbein, Ryan E. Grant, Patrick G. Bridges, S. Mahdieh Ghazimirsaeed, Ahmad Afsahi |
| 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 | Hybrid Resource Management for HPC and Data Intensive Workloads. Abel Souza, Mohamad Rezaei, Erwin Laure, Johan Tordsson |
| 2019 | Is it Worth Relaxing Fault Tolerance to Speed Up Decommission in Distributed Storage Systems? Nathanaël Cheriere, Matthieu Dorier, Gabriel Antoniu |
| 2019 | Lamda-Flow: Automatic Pushdown of Dataflow Operators Close to the Data. Raúl Gracia Tinedo, Marc Sánchez Artigas, Pedro García López, Yosef Moatti, Filip Gluszak |
| 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 | Miracle: An Agile Colocation Platform for Enabling XaaS Cloud Architecture. Mukhtiar Bano, Umar Ahmad Qureshi, Rao Naveed Bin Rais, Mudassir Tufail, Amir Qayyum |
| 2019 | Missing Data Recovery in Large-Scale, Sparse Datacenter Traces: An Alibaba Case Study. Yi Liang, Linfeng Bi, Xing Su |
| 2019 | Mobile Smart-Contract Lifecycle Governance with Incentivized Proof-of-Stake for Oligopoly-Formation Prevention. Vipin Deval, Alex Norta |
| 2019 | Multi-objective Container Deployment on Heterogeneous Clusters. Yang Hu, Cees T. A. M. de Laat, Zhiming Zhao |
| 2019 | Multivariate LSTM-Based Location-Aware Workload Prediction for Edge Data Centers. Chanh Nguyen, Cristian Klein, Erik Elmroth |
| 2019 | NBBS: A Non-Blocking Buddy System for Multi-core Machines. Romolo Marotta, Mauro Ianni, Andrea Scarselli, Alessandro Pellegrini, Francesco Quaglia |
| 2019 | On Cost-Driven Computation Offloading in the Edge: A New Model Approach. Mingzhe Du, Yang Wang, Cheng-Zhong Xu |
| 2019 | On Distributed Collaboration for Biomedical Analyses. Fatima-Zahra Boujdad, Alban Gaignard, Mario Südholt, Wilmer Garzón Alfonso, Luis Daniel Benavides Navarro, Richard Redon |
| 2019 | On the Cost of Acking in Data Stream Processing Systems. Alessio Pagliari, Fabrice Huet, Guillaume Urvoy-Keller |
| 2019 | One Can Only Gain by Replacing EASY Backfilling: A Simple Scheduling Policies Case Study. Danilo Carastan-Santos, Raphael Y. de Camargo, Denis Trystram, Salah Zrigui |
| 2019 | Optimized Memory Management for a Java-Based Distributed In-memory System. Stefan Nothaas, Kevin Beineke, Michael Schöttner |
| 2019 | Optimizing Performance and Computing Resource Management of In-memory Big Data Analytics with Disaggregated Persistent Memory. Shouwei Chen, Wensheng Wang, Xueyang Wu, Zhen Fan, Kunwu Huang, Peiyu Zhuang, Yue Li, Ivan Rodero, Manish Parashar, Dennis Z. Weng |
| 2019 | Pattern Mining from big IoT Data with fog Computing: Models, Issues, and Research Perspectives. Peter Braun, Alfredo Cuzzocrea, Carson K. Leung, Adam G. M. Pazdor, Joglas Souza, Syed Khairuzzaman Tanbeer |
| 2019 | Performance Evaluation of Big Data Processing Strategies for Neuroimaging. Valérie Hayot-Sasson, Shawn T. Brown, Tristan Glatard |
| 2019 | Performance Optimization on Model Synchronization in Parallel Stochastic Gradient Descent Based SVM. Vibhatha Lakmal Abeykoon, Geoffrey Charles Fox, Minje Kim |
| 2019 | Privacy-Preserving Record Linkage with Spark. Onno Valkering, Adam Belloum |
| 2019 | Proximity-Aware Traffic Routing in Distributed Fog Computing Platforms. Ali J. Fahs, Guillaume Pierre |
| 2019 | Real-Time Scheduling Policy Selection from Queue and Machine States. Luis Sant'Ana, Danilo Carastan-Santos, Daniel Cordeiro, Raphael Y. de Camargo |
| 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 | Reproducible Scientific Workflows for High Performance and Cloud Computing. Felix Bartusch, Maximilian Hanussek, Jens Krüger, Oliver Kohlbacher |
| 2019 | SMR-X: Flexible Parallel State Machine Replication for Cloud Computing. Meng Zhou, Weigang Wu, Zhiguang Chen, Nong Xiao |
| 2019 | Same Same, but Different: A Descriptive Intra-IaaS Differentiation. Yehia Elkhatib, Faiza Samreen, Gordon S. Blair |
| 2019 | Scalability of the NewMadeleine Communication Library for Large Numbers of MPI Point-to-Point Requests. Alexandre Denis |
| 2019 | Scalable Distributed DNN Training using TensorFlow and CUDA-Aware MPI: Characterization, Designs, and Performance Evaluation. Ammar Ahmad Awan, Jeroen Bédorf, Ching-Hsiang Chu, Hari Subramoni, Dhabaleswar K. Panda |
| 2019 | Scalable Video Transcoding in Public Clouds. Qingye Jiang, Young Choon Lee, Albert Y. Zomaya |
| 2019 | TensorFlow on State-of-the-Art HPC Clusters: A Machine Learning use Case. Guillem Ramirez-Gargallo, Marta Garcia-Gasulla, Filippo Mantovani |
| 2019 | Theoretical Scalability Analysis of Distributed Deep Convolutional Neural Networks. Adrián Castelló, Manuel F. Dolz, Enrique S. Quintana-Ortí, José Duato |
| 2019 | Towards Configurable Cloud Application Security. Kyriakos Kritikos, Manos Papoutsakis, Sotiris Ioannidis, Kostas Magoutis |
| 2019 | Towards Efficient Solvers for Optimisation Problems. Huu-Phuc Vo |
| 2019 | Towards Enabling Dynamic Resource Estimation and Correction for Improving Utilization in an Apache Mesos Cloud Environment. Gourav Rattihalli, Madhusudhan Govindaraju, Devesh Tiwari |
| 2019 | Towards Securing Data Transfers Against Silent Data Corruption. Batyr Charyyev, Ahmed Alhussen, Hemanta Sapkota, Eric Pouyoul, Mehmet Hadi Gunes, Engin Arslan |
| 2019 | Towards a Science Gateway for Bioinformatics: Experiences in the Brazilian System of High Performance Computing. Kary Ann del Carmen Ocaña Gautherot, Marcelo Galheigo, Carla Osthoff, Luiz M. R. Gadelha Jr., Antônio Tadeu A. Gomes, Daniel de Oliveira, Fábio Porto, Ana Tereza Ribeiro de Vasconcelos |
| 2019 | Visual Performance Analysis of Memory Behavior in a Task-Based Runtime on Hybrid Platforms. Lucas Leandro Nesi, Samuel Thibault, Luka Stanisic, Lucas Mello Schnorr |
| 2019 | Volumetric Segmentation via Neural Networks Improves Neutron Crystallography Data Analysis. Brendan Sullivan, Rick Archibald, Venu Vandavasi, Patricia Langan, Leighton Coates, Vickie Lynch |
| 2019 | ePipe: Near Real-Time Polyglot Persistence of HopsFS Metadata. Mahmoud Ismail, Mikael Ronström, Seif Haridi, Jim Dowling |