Abstract is missing.
- One Can Only Gain by Replacing EASY Backfilling: A Simple Scheduling Policies Case StudyDanilo Carastan-Santos, Raphael Y. de Camargo, Denis Trystram, Salah Zrigui. 1-10 [doi]
- NBBS: A Non-Blocking Buddy System for Multi-core MachinesRomolo Marotta, Mauro Ianni, Andrea Scarselli, Alessandro Pellegrini 0001, Francesco Quaglia. 11-20 [doi]
- Optimizing Performance and Computing Resource Management of In-memory Big Data Analytics with Disaggregated Persistent MemoryShouwei Chen, Wensheng Wang, Xueyang Wu, Zhen Fan, Kunwu Huang, Peiyu Zhuang, Yue Li, Ivan Rodero, Manish Parashar, Dennis Weng. 21-30 [doi]
- Detection of Silent Data Corruptions in Smoothed Particle Hydrodynamics SimulationsAurélien Cavelan, Rubén M. Cabezón, Florina M. Ciorba. 31-40 [doi]
- EC-Shuffle: Dynamic Erasure Coding Optimization for Efficient and Reliable Shuffle in SparkXin Yao, Cho-Li Wang, Mingzhe Zhang. 41-51 [doi]
- Application-Level Differential Checkpointing for HPC Applications with Dynamic DatasetsKai Keller, Leonardo Bautista-Gomez. 52-61 [doi]
- Million-Core-Scalable Simulation of the Elastic Migration Algorithm on Sunway TaihuLight SupercomputerLin Gan, Jingheng Xu, Xin Wang, Sihai Wu, Xiaohui Duan, Yuxuan Li, Haohuan Fu, Guangwen Yang. 62-69 [doi]
- Scalable Video Transcoding in Public CloudsQingye Jiang, Young Choon Lee, Albert Y. Zomaya. 70-75 [doi]
- Dynamic Scaling of Video Analytics for Wide-Area Tracking in Urban SpacesAakash Khochare, Sheshadri K. R, Shriram R., Yogesh Simmhan. 76-81 [doi]
- An Intelligent, Adaptive, and Flexible Data Compression FrameworkHariharan Devarajan, Anthony Kougkas, Xian-He Sun. 82-91 [doi]
- ePipe: Near Real-Time Polyglot Persistence of HopsFS MetadataMahmoud Ismail, Mikael Ronström, Seif Haridi, Jim Dowling. 92-101 [doi]
- A Zoom-in Analysis of I/O Logs to Detect Root Causes of I/O Performance BottlenecksTeng Wang, Suren Byna, Glenn K. Lockwood, Shane Snyder, Philip H. Carns, Sunggon Kim, Nicholas J. Wright. 102-111 [doi]
- Lamda-Flow: Automatic Pushdown of Dataflow Operators Close to the DataRaúl Gracia Tinedo, Marc Sánchez Artigas, Pedro García López, Yosef Moatti, Filip Gluszak. 112-121 [doi]
- Data Transfer between Scientific Facilities - Bottleneck Analysis, Insights and OptimizationsYuanlai Liu, Zhengchun Liu, Rajkumar Kettimuthu, Nageswara S. V. Rao, Zizhong Chen, Ian T. Foster. 122-131 [doi]
- Is it Worth Relaxing Fault Tolerance to Speed Up Decommission in Distributed Storage Systems?Nathanaël Cheriere, Matthieu Dorier, Gabriel Antoniu. 132-141 [doi]
- Visual Performance Analysis of Memory Behavior in a Task-Based Runtime on Hybrid PlatformsLucas Leandro Nesi, Samuel Thibault, Luka Stanisic, Lucas Mello Schnorr. 142-146 [doi]
- Autotuning Under Tight Budget Constraints: A Transparent Design of Experiments ApproachPedro Bruel, Steven Quinito Masnada, Brice Videau, Arnaud Legrand, Jean-Marc Vincent, Alfredo Goldman. 147-156 [doi]
- BOOTABLE: Bioinformatics Benchmark Tool SuiteMaximilian Hanussek, Felix Bartusch, Jens Krüger 0002, Oliver Kohlbacher. 157-160 [doi]
- Reproducible Scientific Workflows for High Performance and Cloud ComputingFelix Bartusch, Maximilian Hanussek, Jens Krüger 0002, Oliver Kohlbacher. 161-164 [doi]
- Mobile Smart-Contract Lifecycle Governance with Incentivized Proof-of-Stake for Oligopoly-Formation PreventionVipin Deval, Alex Norta. 165-168 [doi]
- Towards Efficient Solvers for Optimisation ProblemsHuu-Phuc Vo. 169-172 [doi]
- A Performance Driven Micro Services-Based Architecture/System for Analyzing Noisy IoT DataMiodrag Bolic, Shikharesh Majumdar. 173-177 [doi]
- A Preliminary Fault Taxonomy for Multi-tenant SaaS SystemsVictor Hugo Santiago C. Pinto, Simone R. S. Souza, Paulo S. L. Souza. 178-187 [doi]
- Towards Enabling Dynamic Resource Estimation and Correction for Improving Utilization in an Apache Mesos Cloud EnvironmentGourav Rattihalli, Madhusudhan Govindaraju, Devesh Tiwari. 188-197 [doi]
- DMC: A Differential Marketplace for Cloud ResourcesAbhinandan S. Prasad, Mayutan Arumaithurai, David Koll, Xiaoming Fu 0001. 198-209 [doi]
- Fuzzy Matching: Hardware Accelerated MPI Communication MiddlewareMatthew G. F. Dosanjh, Whit Schonbein, Ryan E. Grant, Patrick G. Bridges, S. Mahdieh Ghazimirsaeed, Ahmad Afsahi. 210-220 [doi]
- Efficient Congestion Management for High-Speed Interconnects using Adaptive RoutingJose Rocher-Gonzalez, Jesús Escudero-Sahuquillo, Pedro Javier García, Fransico José Quiles Flor, Gaspar Mora. 221-230 [doi]
- Batched Sparse Matrix Multiplication for Accelerating Graph Convolutional NetworksYusuke Nagasaka, Akira Nukada, Ryosuke Kojima, Satoshi Matsuoka. 231-240 [doi]
- Anomaly Detection and Classification using Distributed Tracing and Deep LearningSasho Nedelkoski, Jorge Cardoso, Odej Kao. 241-250 [doi]
- Missing Data Recovery in Large-Scale, Sparse Datacenter Traces: An Alibaba Case StudyYi Liang, Linfeng Bi, Xing Su. 251-261 [doi]
- Towards Securing Data Transfers Against Silent Data CorruptionBatyr Charyyev, Ahmed Alhussen, Hemanta Sapkota, Eric Pouyoul, Mehmet Hadi Gunes, Engin Arslan. 262-271 [doi]
- Game Theoretic-Based Approaches for Cybersecurity-Aware Virtual Machine Placement in Public Cloud ClustersSoamar Homsi, Gang Quan, Wujie Wen, Gustavo A. Chaparro-Baquero, Laurent Njilla. 272-281 [doi]
- Beyond Load Balancing: Package-Aware Scheduling for Serverless PlatformsGabriel Aumala, Edwin F. Boza, Luis Ortiz-Avilés, Gustavo Totoy, Cristina Abad. 282-291 [doi]
- SMR-X: Flexible Parallel State Machine Replication for Cloud ComputingMeng Zhou, Weigang Wu, Zhiguang Chen, Nong Xiao. 292-301 [doi]
- Exploiting CPU Voltage Margins to Increase the Profit of Cloud Infrastructure ProvidersChristos Kalogirou, Panos K. Koutsovasilis, Christos D. Antonopoulos, Nikolaos Bellas, Spyros Lalis, Srikumar Venugopal, Christian Pinto. 302-311 [doi]
- CRAM: a Container Resource Allocation Mechanism for Big Data Streaming ApplicationsOlubisi Runsewe, Nancy Samaan. 312-320 [doi]
- Efficient Job Scheduling for Clusters with Shared Tiered StorageLeah E. Lackner, Hamid Mohammadi Fard, Felix Wolf 0001. 321-330 [doi]
- On the Cost of Acking in Data Stream Processing SystemsAlessio Pagliari, Fabrice Huet, Guillaume Urvoy-Keller. 331-340 [doi]
- Multivariate LSTM-Based Location-Aware Workload Prediction for Edge Data CentersChanh Nguyen Le Tan, Cristian Klein, Erik Elmroth. 341-350 [doi]
- DCA-IO: A Dynamic I/O Control Scheme for Parallel and Distributed File SystemsSunggon Kim, Alex Sim, Kesheng Wu, Suren Byna, Teng Wang, Yongseok Son, Hyeonsang Eom. 351-360 [doi]
- A Machine Learning Approach for Productive Data Locality Exploitation in Parallel Computing SystemsEngin Kayraklioglu, Erwan Favry, Tarek A. El-Ghazawi. 361-370 [doi]
- Scalability of the NewMadeleine Communication Library for Large Numbers of MPI Point-to-Point RequestsAlexandre Denis 0001. 371-380 [doi]
- Real-Time Scheduling Policy Selection from Queue and Machine StatesLuis Sant'Ana, Danilo Carastan-Santos, Daniel Cordeiro, Raphael Y. de Camargo. 381-390 [doi]
- A Novel Stochastic Gradient Descent Algorithm Based on Grouping over Heterogeneous Cluster Systems for Distributed Deep LearningWenbin Jiang, Geyan Ye, Laurence T. Yang, Jian Zhu, Yang Ma, Xia Xie, Hai Jin 0001. 391-398 [doi]
- Hybrid Resource Management for HPC and Data Intensive WorkloadsAbel Souza, Mohamad Rezaei, Erwin Laure, Johan Tordsson. 399-409 [doi]
- Design and Characterization of Shared Address Space MPI Collectives on Modern ArchitecturesJahanzeb Maqbool Hashmi, Sourav Chakraborty 0003, Mohammadreza Bayatpour, Hari Subramoni, Dhabaleswar K. Panda. 410-419 [doi]
- ESprint: QoS-Aware Management for Effective Computational Sprinting in Data CentersHaoran Cai, Qiang Cao, Feng Sheng, Yang Yang, Changsheng Xie, Liang Xiao. 420-429 [doi]
- Exhaustive Study of Hierarchical AllReduce Patterns for Large Messages Between GPUsYuichiro Ueno, Rio Yokota. 430-439 [doi]
- Privacy-Preserving Record Linkage with SparkOnno Valkering, Adam Belloum. 440-448 [doi]
- Performance Evaluation of Big Data Processing Strategies for NeuroimagingValérie Hayot-Sasson, Shawn T. Brown, Tristan Glatard. 449-458 [doi]
- Distributed Operator Placement for IoT Data Analytics Across Edge and Cloud ResourcesEduard Gibert Renart, Alexandre Da Silva Veith, Daniel Balouek-Thomert, Marcos Dias de Assunção, Laurent Lefèvre, Manish Parashar. 459-468 [doi]
- Adaptive Quality Optimization of Computer Vision Tasks in Resource-Constrained Devices using Edge ComputingAnas Toma, Juri Wenner, Jan Eric Lenssen, Jian-Jia Chen. 469-477 [doi]
- Proximity-Aware Traffic Routing in Distributed Fog Computing PlatformsAli J. Fahs, Guillaume Pierre. 478-487 [doi]
- On Cost-Driven Computation Offloading in the Edge: A New Model ApproachMingzhe Du, Yang Wang, Chengzhong Xu. 488-497 [doi]
- Scalable Distributed DNN Training using TensorFlow and CUDA-Aware MPI: Characterization, Designs, and Performance EvaluationAmmar Ahmad Awan, Jeroen Bédorf, Ching-Hsiang Chu, Hari Subramoni, Dhabaleswar K. Panda. 498-507 [doi]
- Performance Optimization on Model Synchronization in Parallel Stochastic Gradient Descent Based SVMVibhatha Lakmal Abeykoon, Geoffrey Charles Fox, Minje Kim. 508-517 [doi]
- Distributed MCMC Inference in Dirichlet Process Mixture Models Using JuliaOr Dinari, Angel Yu, Oren Freifeld, John W. Fisher III. 518-525 [doi]
- TensorFlow on State-of-the-Art HPC Clusters: A Machine Learning use CaseGuillem Ramirez-Gargallo, Marta Garcia-Gasulla, Filippo Mantovani. 526-533 [doi]
- Theoretical Scalability Analysis of Distributed Deep Convolutional Neural NetworksAdrián Castelló, Manuel F. Dolz, Enrique S. Quintana-Ortí, José Duato. 534-541 [doi]
- An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large ScaleYong Liu, Pavel Dmitriev, Yifei Huang, Andrew Brooks, Li Dong. 542-548 [doi]
- Volumetric Segmentation via Neural Networks Improves Neutron Crystallography Data AnalysisBrendan Sullivan, Rick Archibald, Venu Vandavasi, Patricia Langan, Leighton Coates, Vickie Lynch. 549-555 [doi]
- Effective and Efficient Big Data Management in Distributed Environments: Models, Issues, and Research PerspectivesAlfredo Cuzzocrea. 556-560 [doi]
- Data Driven Priority Scheduling on a Spark Streaming SystemTobi Ajila, Shikharesh Majumdar. 561-568 [doi]
- Efficient Distributed Range Query Processing in Apache SparkApostolos N. Papadopoulos, Spyros Sioutas, Christos D. Zaroliagis, Nikolaos Zacharatos. 569-575 [doi]
- Adapting the Secretary Hiring Problem for Optimal Hot-Cold Tier Placement Under Top-K WorkloadsBen Blamey, Fredrik Wrede, Johan Karlsson, Andreas Hellander, Salman Toor. 576-583 [doi]
- Pattern Mining from big IoT Data with fog Computing: Models, Issues, and Research PerspectivesPeter Braun, Alfredo Cuzzocrea, Carson K. Leung, Adam G. M. Pazdor, Joglas Souza, Syed Khairuzzaman Tanbeer. 584-591 [doi]
- Multi-objective Container Deployment on Heterogeneous ClustersYang Hu, Cees T. A. M. de Laat, Zhiming Zhao. 592-599 [doi]
- Deep Reinforcement Learning for IoT Network Dynamic Clustering in Edge ComputingQingzhi Liu, Long Cheng 0003, Tanir Ozcelebi, John Murphy, Johan Lukkien. 600-603 [doi]
- Miracle: An Agile Colocation Platform for Enabling XaaS Cloud ArchitectureMukhtiar Bano, Umar Ahmad Qureshi, Rao Naveed Bin Rais, Mudassir Tufail, Amir Qayyum. 604-610 [doi]
- On Distributed Collaboration for Biomedical AnalysesFatima-zahra Boujdad, Alban Gaignard, Mario Südholt, Wilmer Garzón Alfonso, Luis Daniel Benavides Navarro, Richard Redon. 611-620 [doi]
- Reproducibility and Performance of Deep Learning Applications for Cancer Detection in Pathological ImagesChristoph Jansen, Bruno Schilling, Klaus Strohmenger, Michael Witt, Jonas Annuscheit, Dagmar Krefting. 621-630 [doi]
- Exploiting Stream Parallelism of MRI Reconstruction Using GrPPI over Multiple Back-EndsJavier García Blas, David del Rio Astorga, Javier Daniel Garcia, Jesús Carretero. 631-637 [doi]
- Towards a Science Gateway for Bioinformatics: Experiences in the Brazilian System of High Performance ComputingKary Ann del Carmen Ocaña Gautherot, Marcelo Galheigo, Carla Osthoff, Luiz M. R. Gadelha Jr., Antônio Tadeu A. Gomes, Daniel de Oliveira 0001, Fábio Porto, Ana Tereza Ribeiro de Vasconcelos. 638-647 [doi]
- Big Data Analytics Exploration of Green Space and Mental Health in MelbourneYing Hu, Richard O. Sinnott. 648-657 [doi]
- Enabling Large Scale Data Production for OpenDose with GATE on the EGI InfrastructureMaxime Chauvin, Gilles Mathieu, Sorina Camarasu-Pop, Axel Bonnet, Manuel Bardies, Isabelle Perseil. 658-665 [doi]
- A Framework for SLO-driven Cloud Specification and BrokerageAbdessalam Elhabbash, Yehia Elkhatib, Gordon S. Blair, Yuhui Lin, Adam Barker. 666-667 [doi]
- Optimized Memory Management for a Java-Based Distributed In-memory SystemStefan Nothaas, Kevin Beineke, Michael Schöttner. 668-677 [doi]
- Extensible Declarative Management of Cloud Resources across ProvidersOleksii Serhiienko, Panagiotis Gkikopoulos, Josef Spillner. 678-683 [doi]
- Towards Configurable Cloud Application SecurityKyriakos Kritikos, Manos Papoutsakis, Sotiris Ioannidis, Kostas Magoutis. 684-689 [doi]
- Same Same, but Different: A Descriptive Intra-IaaS DifferentiationYehia Elkhatib, Faiza Samreen, Gordon S. Blair. 690-695 [doi]
- A Performance Improvement Approach for Second-Order Optimization in Large Mini-batch TrainingHiroki Naganuma, Rio Yokota. 696-703 [doi]