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ORCID17. CCGrid 2017: Madrid, Spain
- Proceedings of the 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017, Madrid, Spain, May 14-17, 2017. IEEE Computer Society / ACM 2017, ISBN 978-1-5090-6610-0
Applications and Big Data (I)
- Long Cheng
, Boudewijn F. van Dongen, Wil M. P. van der Aalst:
Efficient Event Correlation over Distributed Systems. 1-10 - Phuong Nguyen, Steven Konstanty, Todd Nicholson, Thomas O'Brien, Aaron Schwartz-Duval, Timothy Spila, Klara Nahrstedt, Roy H. Campbell, Indranil Gupta, Michael Chan, Kenton McHenry, Normand Paquin:
4CeeD: Real-Time Data Acquisition and Analysis Framework for Material-related Cyber-Physical Environments. 11-20 - Li-Yung Ho, Jan-Jan Wu, Pangfeng Liu, Chia Chun Shih, Chi-Chang Huang, Chao-Wen Huang:
Efficient Cache Update for In-Memory Cluster Computing with Spark. 21-30 - Sumin Hong, Woohyuk Choi, Won-Ki Jeong:
GPU in-memory processing using Spark for iterative computation. 31-41
Performance Modeling and Evaluation (I)
- Abhinandan S. Prasad, David Koll, Jesús Omana Iglesias, Jordi Arjona Aroca, Volker Hilt, Xiaoming Fu:
Optimal Resource Configuration of Complex Services in the Cloud. 42-53 - Anchen Chai, Mohammad-Mahdi Bazm, Sorina Camarasu-Pop, Tristan Glatard, Hugues Benoit-Cattin, Frédéric Suter:
Modeling Distributed Platforms from Application Traces for Realistic File Transfer Simulation. 54-63 - Hamid Arabnejad, Claus Pahl, Pooyan Jamshidi, Giovani Estrada:
A Comparison of Reinforcement Learning Techniques for Fuzzy Cloud Auto-Scaling. 64-73 - Zengxiang Li, Bowen Zhang, Shen Ren, Yong Liu, Zheng Qin, Rick Siow Mong Goh, Mohan Gurusamy:
Performance Modelling and Cost Effective Execution for Distributed Graph Processing on Configurable VMs. 74-83 - Hani Nemati, Suchakrapani Datt Sharma, Michel R. Dagenais:
Fine-grained Nested Virtual Machine Performance Analysis Through First Level Hypervisor Tracing. 84-89
Scheduling and Resource Management (I)
- Vineetha Kondameedi, Sathish Vadhiyar:
Adaptive Hybrid Queue Configuration for Supercomputer Systems. 90-99 - Francesco Pace, Daniele Venzano, Damiano Carra, Pietro Michiardi:
Flexible Scheduling of Distributed Analytic Applications. 100-109 - Omer Y. Adam, Young Choon Lee, Albert Y. Zomaya:
CtrlCloud: Performance-Aware Adaptive Control for Shared Resources in Clouds. 110-119 - Felipe Rodrigo de Souza, Charles Christian Miers, Adriano Fiorese, Guilherme Piêgas Koslovski:
QoS-Aware Virtual Infrastructures Allocation on SDN-based Clouds. 120-129
Scheduling and Resource Management (II)
- Chao Zheng, Ben Tovar, Douglas Thain:
Deploying High Throughput Scientific Workflows on Container Schedulers with Makeflow and Mesos. 130-139 - Giorgio Lucarelli, Fernando Machado Mendonca, Denis Trystram:
A new on-line method for scheduling independent tasks. 140-149 - Nishant Saurabh, Dragi Kimovski, Francesco Gaetano, Radu Prodan:
A Two-Stage Multi-Objective Optimization of Erasure Coding in Overlay Networks. 150-159 - Marcus Carvalho, Francisco Vilar Brasileiro, Raquel Lopes, Giovanni Farias, Alessandro Fook, João Mafra, Daniel Turull:
Multi-dimensional admission control and capacity planning for IaaS clouds with multiple service classes. 160-169 - Robayet Nasim, Andreas J. Kassler:
A Robust Tabu Search Heuristic for VM Consolidation under Demand Uncertainty in Virtualized Datacenters. 170-180
Mobile, Hybrid and Emerging Clouds
- Francisco J. Clemente-Castelló, Bogdan Nicolae, M. Mustafa Rafique, Rafael Mayo, Juan Carlos Fernández:
Evaluation of Data Locality Strategies for Hybrid Cloud Bursting of Iterative MapReduce. 181-185 - Yunbo Li, Anne-Cécile Orgerie, Ivan Rodero, Manish Parashar, Jean-Marc Menaud:
Leveraging Renewable Energy in Edge Clouds for Data Stream Analysis in IoT. 186-195 - Longjie Ma, Jigang Wu, Long Chen:
DOTA: Delay Bounded Optimal Cloudlet Deployment and User Association in WMANs. 196-203
Applications and Big Data (II)
- Wonbae Kim, Young-ri Choi, Beomseok Nam:
Mitigating YARN Container Overhead with Input Splits. 204-207 - Jonathan Wang, Wucherl Yoo, Alex Sim, Peter Nugent, Kesheng Wu:
Parallel Variable Selection for Effective Performance Prediction. 208-217 - Dongyao Wu, Sherif Sakr, Liming Zhu, Huijun Wu:
Towards Big Data Analytics across Multiple Clusters. 218-227
Architecture and Networking
- George Michelogiannakis, Khaled Z. Ibrahim, John Shalf, Jeremiah J. Wilke, Samuel Knight, Joseph P. Kenny:
APHiD: Hierarchical Task Placement to Enable a Tapered Fat Tree Topology for Lower Power and Cost in HPC Networks. 228-237 - Shashank Gugnani, Xiaoyi Lu, Dhabaleswar K. Panda:
Swift-X: Accelerating OpenStack Swift with RDMA for Building an Efficient HPC Cloud. 238-247 - Elena Agostini, Davide Rossetti, Sreeram Potluri:
Offloading communication control logic in GPU accelerated applications. 248-257 - Noah Wolfe, Misbah Mubarak, Nikhil Jain, Jens Domke, Abhinav Bhatele, Christopher D. Carothers, Robert B. Ross:
Preliminary Performance Analysis of Multi-rail Fat-tree Networks. 258-261 - Alireza Ranjbar, Miika Komu, Patrik Salmela, Tuomas Aura:
SynAPTIC: Secure And Persistent connecTIvity for Containers. 262-267
Scheduling and Resource Management (III)
- Hyun Wook Baek, Abhinav Srivastava, Jacobus E. van der Merwe:
CloudSight: A tenant-oriented transparency framework for cross-layer cloud troubleshooting. 268-273 - Moustafa AbdelBaky, Javier Diaz Montes, Merve Unuvar, Melissa Romanus, Ivan Rodero, Malgorzata Steinder, Manish Parashar:
Enabling Distributed Software-Defined Environments Using Dynamic Infrastructure Service Composition. 274-283 - Fei Zhang, Xiaoming Fu, Ramin Yahyapour:
CBase: A New Paradigm for Fast Virtual Machine Migration across Data Centers. 284-293
Programming Models and Runtime Systems (I)
- Emiliano Silvestri, Simone Economo, Pierangelo di Sanzo, Alessandro Pellegrini, Francesco Quaglia:
Preemptive Software Transactional Memory. 294-303 - Jiaqi Liu, Gagan Agrawal:
Supporting Fault-Tolerance in Presence of In-Situ Analytics. 304-313 - Hoang-Vu Dang, Sangmin Seo, Abdelhalim Amer, Pavan Balaji:
Advanced Thread Synchronization for Multithreaded MPI Implementations. 314-324
Performance Modeling and Evaluation (II)
- Fulya Kaplan, Ozan Tuncer, Vitus J. Leung, K. Scott Hemmert, Ayse K. Coskun:
Unveiling the Interplay Between Global Link Arrangements and Network Management Algorithms on Dragonfly Networks. 325-334 - James Phung, Young Choon Lee, Albert Y. Zomaya:
Application-Agnostic Power Monitoring in Virtualized Environments. 335-344 - Nikela Papadopoulou, Lena Oden, Pavan Balaji:
A Performance Study of UCX over InfiniBand. 345-354 - Alexandros Evangelidis, David Parker, Rami Bahsoon:
Performance Modelling and Verification of Cloud-based Auto-Scaling Policies. 355-364
Scheduling and Resource Management (IV)
- Sevil Dräxler, Holger Karl, Zoltán Ádám Mann:
Joint Optimization of Scaling and Placement of Virtual Network Services. 365-370 - Julien Herrmann, Jonathan Kho, Bora Uçar, Kamer Kaya, Ümit V. Çatalyürek:
Acyclic Partitioning of Large Directed Acyclic Graphs. 371-380 - Pierre-François Dutot, Yiannis Georgiou, David Glesser, Laurent Lefèvre, Millian Poquet, Issam Raïs:
Towards Energy Budget Control in HPC. 381-390 - Markus Lumpe, Mohan Baruwal Chhetri, Quoc Bao Vo, Ryszard Kowalczyk:
On Estimating Minimum Bids for Amazon EC2 Spot Instances. 391-400 - Mennan Selimi, Llorenç Cerdà-Alabern, Marc Sánchez Artigas, Felix Freitag, Luís Veiga:
Practical Service Placement Approach for Microservices Architecture. 401-410
Security, Privacy and Reliability (I)
- Terry Penner, Mina Guirguis:
Combating the Bandits in the Cloud: A Moving Target Defense Approach. 411-420 - Pedro A. R. S. Costa, Fernando M. V. Ramos, Miguel Correia:
Chrysaor: Fine-Grained, Fault-Tolerant Cloud-of-Clouds MapReduce. 421-430 - Rashid Tahir, Matthew Caesar, Ali Raza, Mazhar Naqvi, Fareed Zaffar:
An Anomaly Detection Fabric for Clouds Based on Collaborative VM Communities. 431-441 - Sheng Di, Rinku Gupta, Marc Snir, Eric Pershey, Franck Cappello:
LogAider: A tool for mining potential correlations of HPC log events. 442-451 - Omer Subasi, Gulay Yalcin, Ferad Zyulkyarov, Osman S. Unsal, Jesús Labarta:
Designing and Modelling Selective Replication for Fault-tolerant HPC Applications. 452-457
Security, Privacy and Reliability (II)
- Deepak K. Tosh, Sachin Shetty, Xueping Liang, Charles A. Kamhoua, Kevin A. Kwiat, Laurent Njilla:
Security Implications of Blockchain Cloud with Analysis of Block Withholding Attack. 458-467 - Xueping Liang, Sachin Shetty, Deepak K. Tosh, Charles A. Kamhoua, Kevin A. Kwiat, Laurent Njilla:
ProvChain: A Blockchain-based Data Provenance Architecture in Cloud Environment with Enhanced Privacy and Availability. 468-477 - Lina Jia, Min Zhu, Bibo Tu:
T-VMI: Trusted Virtual Machine Introspection in Cloud Environments. 478-487 - Manel Mrabet, Yosra Ben Saied, Leïla Azouz Saïdane:
Modeling correlation between QoS attributes for trust computation in cloud computing environments. 488-497 - Grisha Weintraub, Ehud Gudes:
Crowdsourced Data Integrity Verification for Key-Value Stores in the Cloud. 498-503
Performance Modeling and Evaluation (III)
- Shigeru Imai, Stacy Patterson, Carlos A. Varela:
Maximum Sustainable Throughput Prediction for Data Stream Processing over Public Clouds. 504-513 - Maxime Colmant, Pascal Felber, Romain Rouvoy, Lionel Seinturier:
WattsKit: Software-Defined Power Monitoring of Distributed Systems. 514-523 - Giovanni Mariani, Andreea Anghel, Rik Jongerius, Gero Dittmann:
Predicting Cloud Performance for HPC Applications: a User-oriented Approach. 524-533 - Christian Davatz, Christian Inzinger, Joel Scheuner, Philipp Leitner:
An Approach and Case Study of Cloud Instance Type Selection for Multi-Tier Web Applications. 534-543 - Ronan-Alexandre Cherrueau, Dimitri Pertin, Anthony Simonet, Adrien Lèbre, Matthieu Simonin:
Toward a Holistic Framework for Conducting Scientific Evaluations of OpenStack. 544-548
Storage and I/O (I)
- Pengfei Xuan, Feng Luo, Rong Ge, Pradip K. Srimani:
Dynamic Management of In-memory Storage for Efficiently Integrating Compute- and Data-intensive Computing on HPC Systems. 549-558 - Huansong Fu, Manjunath Gorentla Venkata, Ahana Roy Choudhury, Neena Imam, Weikuan Yu:
High-Performance Key-Value Store On OpenSHMEM. 559-568 - Junjie Qian, Hong Jiang, Witawas Srisa-an, Sharad C. Seth, Stan Skelton, Joseph Moore:
Energy-efficient I/O Thread Schedulers for NVMe SSDs on NUMA. 569-578
Data Centers and Cyberinfrastructure
- Oussama Soualah, Marouen Mechtri, Chaima Ghribi, Djamal Zeghlache:
Energy Efficient Algorithm for VNF Placement and Chaining. 579-588 - Ewnetu Bayuh Lakew, Alessandro Vittorio Papadopoulos, Martina Maggio, Cristian Klein, Erik Elmroth:
KPI-agnostic Control for Fine-Grained Vertical Elasticity. 589-598 - Chunliang Hao, Jie Shen, Celia Chen, Heng Zhang, Yanjun Wu, Mingshu Li:
PCSsampler: Sample-based, Private-state Cluster Scheduling. 599-608 - Zoltán Ádám Mann, Andreas Metzger:
Optimized Cloud Deployment of Multi-tenant Software Considering Data Protection Concerns. 609-618
Programming Models and Runtime Systems (II)
- Sangkeun Lee, Hyogi Sim, Youngjae Kim, Sudharshan S. Vazhkudai:
AnalyzeThat: A Programmable Shared-Memory System for an Array of Processing-In-Memory Devices. 619-624 - Akihiro Tabuchi, Masahiro Nakao, Hitoshi Murai, Taisuke Boku, Mitsuhisa Sato:
Implementation and Evaluation of One-sided PGAS Communication in XcalableACC for Accelerated Clusters. 625-634 - Olivier Aumage, Julien Bigot, Hélène Coullon, Christian Pérez, Jérôme Richard:
Combining Both a Component Model and a Task-based Model for HPC Applications: a Feasibility Study on Gysela. 635-644
Storage and I/O (II)
- Jiang Zhou, Wei Xie, Dong Dai, Yong Chen:
Pattern-Directed Replication Scheme for Heterogeneous Object-based Storage. 645-648 - Jiwoong Park, Cheolgi Min, Heon Young Yeom:
A New File System I/O Mode for Efficient User-level Caching. 649-658 - Djillali Boukhelef, Kamel Boukhalfa, Jalil Boukhobza, Hamza Ouarnoughi, Laurent Lemarchand:
COPS: Cost Based Object Placement Strategies on Hybrid Storage System for DBaaS Cloud. 659-664
Scale Challenge
- Jintao Meng, Ning Guo, Jianqiu Ge, Yanjie Wei, Pavan Balaji, Bingqiang Wang:
Scalable Assembly for Massive Genomic Graphs. 665-670 - Shaoliang Peng, Xiaoyu Zhang, Shunyun Yang, Wenhe Su, Zhiqiang Zhang, Dong Dong, Kai Lu, Yutong Lu, Xiangke Liao, Bertil Schmidt, Weiliang Zhu, Kuan-Ching Li:
mD3DOCKxb: An Ultra-Scalable CPU-MIC Coordinated Virtual Screening Framework. 671-676 - Victor Campos, Francesc Sastre, Maurici Yagües, Jordi Torres, Xavier Giró-i-Nieto:
Scaling a Convolutional Neural Network for classification of Adjective Noun Pairs with TensorFlow on GPU Clusters. 677-682 - Mahmoud Ismail, Salman Niazi, Mikael Ronström, Seif Haridi, Jim Dowling:
Scaling HDFS to more than 1 million operations per second with HopsFS. 683-688 - Abhinav Bhatele, Jae-Seung Yeom, Nikhil Jain, Chris J. Kuhlman, Yarden Livnat, Keith R. Bisset, Laxmikant V. Kalé, Madhav V. Marathe:
Massively Parallel Simulations of Spread of Infectious Diseases over Realistic Social Networks. 689-694
Doctoral Symposium
- Carlos Reaño, Federico Silla, José Duato:
Enhancing the rCUDA Remote GPU Virtualization Framework: from a Prototype to a Production Solution. 695-698 - Thao-Nguyen Nguyen, Michihiro Koibuchi:
Cable-geometric error-prone approach for low-latency interconnection networks. 699-702 - Moustafa AbdelBaky, Javier Diaz Montes, Manish Parashar:
Towards Distributed Software-Defined Environments. 703-706 - Shashank Shekhar, Aniruddha S. Gokhale:
Dynamic Resource Management Across Cloud-Edge Resources for Performance-Sensitive Applications. 707-710 - Van Long Tran, Eric Renault, Viet Hai Ha:
Optimization of checkpoints and execution model for an implementation of OpenMP on distributed memory architectures. 711-714 - Carlos André Batista de Carvalho, Miguel Franklin de Castro, Rossana Maria de Castro Andrade:
Secure cloud storage service for detection of security violations. 715-718 - Silvina Caíno-Lores, Florin Isaila, Jesús Carretero:
Data-Aware Support for Hybrid HPC and Big Data Applications. 719-722
Posters and Research Demos
- Juan Fang, Qingwen Fan, Xiaoting Hao, Yanjin Cheng, Lijun Sun:
Performance Optimization by Dynamically Altering Cache Replacement Algorithm in CPU-GPU Heterogeneous Multi-Core Architecture. 723-727 - Sergio Rivas-Gomez, Stefano Markidis, Ivy Bo Peng, Erwin Laure, Gokcen Kestor, Roberto Gioiosa:
Extending Message Passing Interface Windows to Storage. 727-730 - Jinhong Zhou, Shaoli Liu, Qi Guo, Xuda Zhou, Tian Zhi, Dao-Fu Liu, Chao Wang, Xuehai Zhou, Yunji Chen, Tianshi Chen:
TuNao: A High-Performance and Energy-Efficient Reconfigurable Accelerator for Graph Processing. 731-734 - Javier Prades, Federico Silla:
A Live Demo for Showing the Benefits of Applying the Remote GPU Virtualization Technique to Cloud Computing. 735-738 - Vamis Xhagjika, Òscar Divorra Escoda, Leandro Navarro, Vladimir Vlassov:
Load and Video Performance Patterns of a Cloud Based WebRTC Architecture. 739-744 - Walter dos Santos, Luiz F. M. Carvalho, Gustavo de P. Avelar, Átila Silva Jr., Lucas M. Ponce, Dorgival O. Guedes, Wagner Meira Jr.:
Lemonade: A scalable and efficient Spark-based platform for data analytics. 745-748 - Lorraine M. Herger, Carlos A. Fonseca:
IBM Research Hybrid Cloud Poster. 749-752 - Richard Knepper, Eric Coulter, Marlon E. Pierce, Suresh Marru, Sudhakar Pamidighantam:
Using the Jetstream Research Cloud to provide Science Gateway resources. 753-757 - Bo Xu, Changlong Li, Hang Zhuang, Jiali Wang, Qingfeng Wang, Jinhong Zhou, Xuehai Zhou:
DSA: Scalable Distributed Sequence Alignment System Using SIMD Instructions. 758-761 - Ioannis Giannakopoulos, Ioannis Konstantinou, Dimitrios Tsoumakos, Nectarios Koziris:
AURA: Recovering from Transient Failures in Cloud Deployments. 762-765 - Nikolaos Chalvantzis, Ioannis Konstantinou, Nectarios Koziris:
BBQ: Elastic MapReduce over Cloud Platforms. 766-771 - Agostino Forestiero:
Multi-agent recommendation system in Internet of Things. 772-775 - Ainhoa Azqueta-Alzúaz, Marta Patiño-Martínez, Ivan Brondino, Ricardo Jiménez-Peris:
Massive Data Load on Distributed Database Systems over HBase. 776-779 - Jinhong Zhou, Chongchong Xu, Xianglan Chen, Chao Wang, Xuehai Zhou:
Mermaid: Integrating Vertex-Centric with Edge-Centric for Real-World Graph Processing. 780-783 - Sanna Aizad, Ashiq Anjum, Rizos Sakellariou:
Representing Variant Calling Format as Directed Acyclic Graphs to enable the use of cloud computing for efficient and cost effective genome analysis. 784-787 - Norman Lim, Shikharesh Majumdar, Peter Ashwood-Smith:
Techniques for Handling Error in User-estimated Execution Times During Resource Management on Systems Processing MapReduce Jobs. 788-793 - Binfeng Wang, Jinshu Su, Lin Chen, Jinsheng Deng, Long Zheng:
EffiEye: Application-aware Large Flow Detection in Data Center. 794-796
Workshop Papers: Workshop on Clusters, Clouds and Grids for Life Sciences (CCGrid - Life 2017)
- Patricia González, Xoán C. Pardo, David R. Penas, Diego Teijeiro, Julio R. Banga, Ramón Doallo:
Using the Cloud for parameter estimation problems: comparing Spark vs MPI with a case-study. 797-806 - Alexander V. Bogdanov, Alexander B. Degtyarev, Dmitriy Guschanskiy, Kirill Lysov, Nataliya Ananieva, Nataliya Zalutskaya, Nikolay Neznanov:
Analog-Digital Approach in Human Brain Modeling. 807-812 - Michael Witt, Christoph Jansen, Dagmar Krefting, Achim Streit:
Fine-grained Supervision and Restriction of Biomedical Applications in Linux Containers. 813-822 - Peter van't Hof, Szymon M. Kielbasa, Wibowo Arindrarto, Jeroen F. J. Laros, Sander Bollen, Hailiang Mei:
BIOPET: towards Scalable, Maintainable, User-friendly, Robust and Flexible NGS data analysis pipelines. 823-829 - Estefania Serrano, Francisco Javier García Blas, Jesús Carretero, Mónica Abella, Manuel Desco:
Medical Imaging Processing on a Big Data platform using Python: Experiences with Heterogeneous and Homogeneous Architectures. 830-837
3rd International Workshop on Scalable Computing for Real-Time Big Data Applications (SCRAMBL 2017)
- Anca Vulpe, Marc Frîncu:
Scheduling Data Stream Jobs on Distributed Systems with Background Load. 838-848 - Olubisi Runsewe, Nancy Samaan:
Cloud Resource Scaling for Big Data Streaming Applications Using A Layered Multi-dimensional Hidden Markov Model. 848-857