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17th CLUSTER 2015: Chicago, IL, USA
- 2015 IEEE International Conference on Cluster Computing, CLUSTER 2015, Chicago, IL, USA, September 8-11, 2015. IEEE Computer Society 2015, ISBN 978-1-4673-6598-7
Session 1: Best Paper Candidates
- Jianping Zeng, Hongfeng Yu:
Parallel Modularity-Based Community Detection on Large-Scale Graphs. 1-10 - Edgar A. León
, Ian Karlin, Ryan E. Grant:
Optimizing Explicit Hydrodynamics for Power, Energy, and Performance. 11-21 - Lorenz Fischer, Shen Gao, Abraham Bernstein
Machines Tuning Machines: Configuring Distributed Stream Processors with Bayesian Optimization. 22-31 - Jiaan Zeng, Beth Plale
Workload-Aware Resource Reservation for Multi-tenant NoSQL. 32-41
Session 2: Task Parallel Computing
- Ashwin Mandayam Aji, Antonio J. Peña
Automatic Command Queue Scheduling for Task-Parallel Workloads in OpenCL. 42-51
Session 3: Big Data Processing
- Ze Yu, Min Li, Xin Yang, Han Zhao, Xiaolin Li:
Taming Non-local Stragglers Using Efficient Prefetching in MapReduce. 52-61 - Bo Feng, Xi Yang, Kun Feng, Yanlong Yin, Xian-He Sun:
IOSIG+: On the Role of I/O Tracing and Analysis for Hadoop Systems. 62-65 - Wenzhao Zhang, Houjun Tang
Exploring Memory Hierarchy to Improve Scientific Data Read Performance. 66-69 - Dixin Tang, Taoying Liu, Rubao Lee, Hong Liu, Wei Li:
A Case Study of Optimizing Big Data Analytical Stacks Using Structured Data Shuffling. 70-73 - Cailiang Xu, Wei Wang, Deng Zhou, Tao Xie:
An SSD-HDD Integrated Storage Architecture for Write-Once-Read-Once Applications on Clusters. 74-77
Session 4: GPU Computing
- Khaled Hamidouche, Akshay Venkatesh, Ammar Ahmad Awan, Hari Subramoni, Ching-Hsiang Chu
Exploiting GPUDirect RDMA in Designing High Performance OpenSHMEM for NVIDIA GPU Clusters. 78-87 - Toshihiro Hanawa
Improving Strong-Scaling on GPU Cluster Based on Tightly Coupled Accelerators Architecture. 88-91 - Adrián Castelló
Exploring the Suitability of Remote GPGPU Virtualization for the OpenACC Programming Model Using rCUDA. 92-95 - Luis Sant'Ana, Daniel Cordeiro
PLB-HeC: A Profile-Based Load-Balancing Algorithm for Heterogeneous CPU-GPU Clusters. 96-105 - Langshi Chen, Serge G. Petiton:
A TSQR Based Krylov Basis Computation Method on Hybrid GPU Cluster. 106-109
Session 5: Machine Learning and Data Mining
- Abhinav Vishnu, Jeyanthi Narasimhan, Lawrence Holder, Darren J. Kerbyson, Adolfy Hoisie
Fast and Accurate Support Vector Machines on Large Scale Systems. 110-119 - Nikela Papadopoulou
A Machine-Learning Approach for Communication Prediction of Large-Scale Applications. 120-123 - Florin Isaila, Prasanna Balaprakash
Collective I/O Tuning Using Analytical and Machine Learning Models. 128-137 - Abhinav Vishnu, Khushbu Agarwal:
Large Scale Frequent Pattern Mining Using MPI One-Sided Model. 138-147
Session 6: Resilience and Reliability
- Kun Feng, Manjunath Gorentla Venkata
Fast Fault Injection and Sensitivity Analysis for Collective Communications. 148-157 - Jiaqi Liu, Mehmet Can Kurt, Gagan Agrawal:
A Practical Approach for Handling Soft Errors in Iterative Applications. 158-161 - Veronica Estrada Galiñanes
Ensuring Data Durability with Increasingly Interdependent Content. 162-165 - Dylan Chapp, Travis Johnston
On the Need for Reproducible Numerical Accuracy through Intelligent Runtime Selection of Reduction Algorithms at the Extreme Scale. 166-175 - Qiang Guan, Nathan DeBardeleben, Brian Atkinson, Robert W. Robey
Towards Building Resilient Scientific Applications: Resilience Analysis on the Impact of Soft Error and Transient Error Tolerance with the CLAMR Hydrodynamics Mini-App. 176-179 - Arash Rezaei, Frank Mueller:
DINO: Divergent Node Cloning for Sustained Redundancy in HPC. 180-183
Session 7: High Performance I/O
- Babak Behzad, Surendra Byna
Dynamic Model-Driven Parallel I/O Performance Tuning. 184-193 - Teng Wang, Sarp Oral
TRIO: Burst Buffer Based I/O Orchestration. 194-203 - Congjin Du, Chentao Wu, Jie Li
BPS: A Balanced Partial Stripe Write Scheme to Improve the Write Performance of RAID-6. 204-213 - Shin Sasaki, Kazushi Takahashi, Yoshihiro Oyama, Osamu Tatebe:
RDMA-Based Direct Transfer of File Data to Remote Page Cache. 214-225
Session 8: MPI
- Mingzhe Li, Hari Subramoni, Khaled Hamidouche, Xiaoyi Lu, Dhabaleswar K. Panda:
High Performance MPI Datatype Support with User-Mode Memory Registration: Challenges, Designs, and Benefits. 226-235
Session 9: Distributed Data Processing
- Ke Wang, Ning Liu, Iman Sadooghi, Xi Yang, Xiaobing Zhou, Tonglin Li, Michael Lang
Overcoming Hadoop Scaling Limitations through Distributed Task Execution. 236-245 - Yin Huai, Yuan Yuan, Rubao Lee, Xiaodong Zhang:
SideWalk: A Facility of Lightweight Out-of-Band Communications for Augmenting Distributed Data Processing Flows. 246-249 - Alessandro Morari, Jesse Weaver, Oreste Villa, David J. Haglin, Antonino Tumeo
High-Performance, Distributed Dictionary Encoding of RDF Datasets. 250-253 - Zhou Zhou, Xu Yang, Dongfang Zhao, Paul Rich, Wei Tang, Jia Wang, Zhiling Lan:
I/O-Aware Batch Scheduling for Petascale Computing Systems. 254-263
Session 10: Energy Efficiency
- Xiaojun Ruan, Haiquan Chen:
Performance-to-Power Ratio Aware Virtual Machine (VM) Allocation in Energy-Efficient Clouds. 264-273 - Vincenzo De Maio
A Workload-Aware Energy Model for Virtual Machine Migration. 274-283
Session 11: Graph Processing
- Dong Dai, Philip H. Carns, Robert B. Ross, John Jenkins, Kyle Blauer, Yong Chen
GraphTrek: Asynchronous Graph Traversal for Property Graph-Based Metadata Management. 284-293 - Luis Pineda-Morales, Alexandru Costan
Towards Multi-site Metadata Management for Geographically Distributed Cloud Workflows. 294-303
Session 12: Application Acceleration
- Anthony Danalis, Heike Jagode
PaRSEC in Practice: Optimizing a Legacy Chemistry Application through Distributed Task-Based Execution. 304-313 - Sebastian Rettenberger, Michael Bader:
Optimizing I/O for Petascale Seismic Simulations on Unstructured Meshes. 314-317 - Pedro Valero-Lara
LBM-HPC - An Open-Source Tool for Fluid Simulations. Case Study: Unified Parallel C (UPC-PGAS). 318-321 - Anna Woodard, Matthias Wolf, Charles Mueller, Nil Valls, Ben Tovar, Patrick Donnelly
Scaling Data Intensive Physics Applications to 10k Cores on Non-dedicated Clusters with Lobster. 322-331 - Mücahid Kutlu
RE-PAGE: Domain-Specific REplication and PArallel Processing of GEnomic Data. 332-341
Session 13: Network and High Performance Communication
- Matthew G. F. Dosanjh, Ryan E. Grant, Patrick G. Bridges
Re-evaluating Network Onload vs. Offload for the Many-Core Era. 342-350 - Md Atiqul Mollah, Xin Yuan, Scott Pakin
Fast Calculation of Max-Min Fair Rates for Multi-commodity Flows in Fat-Tree Networks. 351-360 - Emily M. Hastings
Comparing Global Link Arrangements for Dragonfly Networks. 361-370 - Evangelos Tasoulas, Ernst Gunnar Gran
Towards the InfiniBand SR-IOV vSwitch Architecture. 371-380
Session 14: Parallel Algorithms
- Annie Yang, Hari Mukka, Farbod Hesaaraki, Martin Burtscher:
MPC: A Massively Parallel Compression Algorithm for Scientific Data. 381-389 - Olivia Choudhury, Dinesh Rajan, Nicholas L. Hazekamp, Sandra Gesing, Douglas Thain
Balancing Thread-Level and Task-Level Parallelism for Data-Intensive Workloads on Clusters and Clouds. 390-393 - Tan Nguyen, Scott B. Baden:
LU Factorization: Towards Hiding Communication Overheads with a Lookahead-Free Algorithm. 394-397 - Ariful Azad, Aydin Buluç
Distributed-Memory Algorithms for Maximal Cardinality Matching Using Matrix Algebra. 398-407
Session 15: Task and Process Scheduling
- Ivy Bo Peng
The Cost of Synchronizing Imbalanced Processes in Message Passing Systems. 408-417 - Hormozd Gahvari, Martin Schulz
An Approach to Selecting Thread + Process Mixes for Hybrid MPI + OpenMP Applications. 418-427 - Dana Akhmetova, Gokcen Kestor
On the Application Task Granularity and the Interplay with the Scheduling Overhead in Many-Core Shared Memory Systems. 428-437
Session 16: PGAS and Shared Memory Programming
- Naveen Namashivayam
OpenSHMEM as a Portable Communication Layer for PGAS Models: A Case Study with Coarray Fortran. 438-447 - Dounia Khaldi, Deepak Eachempati, Shiyao Ge, Pierre Jouvelot, Barbara M. Chapman:
A Team-Based Methodology of Memory Hierarchy-Aware Runtime Support in Coarray Fortran. 448-451 - Sai Charan Koduru, Keval Vora
Optimizing Caching DSM for Distributed Software Speculation. 452-455 - Hajime Fujita, Kamil Iskra
Empirical Comparison of Three Versioning Architectures. 456-459 - Hongyi Ma, Liqiang Wang, Krishanthan Krishnamoorthy:
Detecting Thread-Safety Violations in Hybrid OpenMP/MPI Programs. 460-463
Session 17: Cluster Tools
- Anthony M. Agelastos, Benjamin A. Allan, Jim M. Brandt, Ann C. Gentile, Sophia Lefantzi, Steve Monk, Jeff Ogden, Mahesh Rajan, Joel Stevenson:
Toward Rapid Understanding of Production HPC Applications and Systems. 464-473 - Alan Nussbaum, Shwetha Mathangi Chandra Choodamani, Karsten Schwan:
ObsCon: Integrated Monitoring and Control for Parallel, Real-Time Applications. 474-477 - Joshua Peraza, Ananta Tiwari, William A. Ward Jr., Roy L. Campbell, Laura Carrington:
VecMeter: Measuring Vectorization on the Xeon Phi. 478-481 - Justin M. Wozniak, Timothy G. Armstrong, Ketan C. Maheshwari, Daniel S. Katz
Toward Interlanguage Parallel Scripting for Distributed-Memory Scientific Computing. 482-485
Poster Papers
- Wei Xie, Yong Chen
A Cache Management Scheme for Hiding Garbage Collection Latency in Flash-Based Solid State Drives. 486-487 - Carlos Reaño
A Performance Comparison of CUDA Remote GPU Virtualization Frameworks. 488-489 - Sean McDaniel, Stephen Herbein
A Two-Tiered Approach to I/O Quality of Service in Docker Containers. 490-491 - Ke Yue, Nicholas Schwarz, Jonathan Z. Tischler:
Accelerating Laue Depth Reconstruction Algorithm with CUDA. 492-493 - Xiang Ma, Chao Wang, Qi Yu, Xi Li, Xuehai Zhou:
An FPGA-Based Accelerator for Neighborhood-Based Collaborative Filtering Recommendation Algorithms. 494-495 - Xinkui Zhao, Jianwei Yin, Chen Zhi, Pengxiang Lin, Zuoning Chen:
Can Cloud Service Get His Family? A Step Towards Service Family Detecting. 496-497 - Shih-Wen Hsu, Tseng-Yi Chen, Yung-Chun Chang, Shuo-Han Chen
Design a Hash-Based Control Mechanism in vSwitch for Software-Defined Networking Environment. 498-499 - Mejdl S. Safran, Saad Al-qahtani, Michelle Zhu, Dunren Che:
Development of MapReduce and MPI Programs for Motif Search. 500-501 - Konstantin S. Stefanov
Distributed Modular Monitoring (DiMMon) Approach to Supercomputer Monitoring. 502-503 - Jia Li, Dongsheng Li, Yiming Zhang:
Efficient Distributed Data Clustering on Spark. 504-505 - Mustafa Ibrahim Khaleel, Michelle M. Zhu:
Energy-Aware Job Management Approaches for Workflow in Cloud. 506-507 - Mei Liang, Cesar Trejo, Lavanya Muthu, Linh Bao Ngo, André Luckow
Evaluating R-Based Big Data Analytic Frameworks. 508-509 - Poornima Nookala
Evaluating the Support of MTC Applications on Intel Xeon Phi Many-Core Accelerators. 510-511 - Nan Dun, Hajime Fujita, Aiman Fang, Yan Liu, Andrew A. Chien, Pavan Balaji, Kamil Iskra
Flexible Error Recovery Using Versions in Global View Resilience. 512-513 - Olivier Sallou, Cyril Monjeaud:
GO-Docker: A Batch Scheduling System with Docker Containers. 514-515 - Tonglin Li, Chaoqi Ma, Jiabao Li, Xiaobing Zhou, Ke Wang, Dongfang Zhao, Iman Sadooghi, Ioan Raicu:
GRAPH/Z: A Key-Value Store Based Scalable Graph Processing System. 516-517 - Faisal N. Abu-Khzam, Amer E. Mouawad, Karim A. Jahed:
Highly Scalable Parallel Search-Tree Algorithms: The Virtual Topology Approach. 518 - Jason Arnold, Boris Glavic
HRDBMS: A NewSQL Database for Analytics. 519-520 - Jie Wei, Shangguang Wang
Minimizing Data Transmission Latency by Bipartite Graph in MapReduce. 521-522 - Xinkui Zhao, Jianwei Yin, Chen Zhi, Pengxiang Lin, Shichun Feng, Hao Wu, Zuoning Chen:
monBench: A Database Performance Benchmark for Cloud Monitoring System. 523-524 - Sanjaya Gajurel, Roger Bielefeld:
Mutated Near Optimal Vertex Cover Algorithm (NOVCA) Visualization on a Tile Display. 525-526 - Ayush Dusia
Network Quality of Service in Docker Containers. 527-528 - Yuming Ye, Ziyang Li, Dongsheng Li, Yiming Zhang, Feng Liu, Yuxing Peng:
Pallas: An Application-Driven Task and Network Simulation Framework. 529-530 - Gregor von Laszewski, Fugang Wang, Geoffrey Charles Fox, David L. Hart
Peer Comparison of XSEDE and NCAR Publication Data. 531-532 - Yash Ukidave, David R. Kaeli, Umesh Gupta, Kurt Keville:
Performance of the NVIDIA Jetson TK1 in HPC. 533-534 - José Monsalve Diaz, Aaron Myles Landwehr, Michela Taufer
Dynamic CPU Resource Allocation in Containerized Cloud Environments. 535-536 - Langshi Chen, Serge Petition:
Toward Auto-tuned Krylov Basis Computation for Different Sparse Matrix Formats and Interconnects on GPU Clusters. 537-538 - Jiaan Zeng, Beth Plale
Towards Building a Lightweight Key-Value Store on Parallel File System. 539-540 - Jon Calhoun, Marc Snir, Luke N. Olson, María Jesús Garzarán:
Understanding the Propagation of Error Due to a Silent Data Corruption in a Sparse Matrix Vector Multiply. 541-542
FTS 2015
- Rob Hunt, Simon McIntosh-Smith
Exploiting Spatial Information in Datasets to Enable Fault Tolerant Sparse Matrix Solvers. 543-551 - Francesco Rizzi, Karla Morris, Khachik Sargsyan, Paul Mycek
Partial Differential Equations Preconditioner Resilient to Soft and Hard Faults. 552-562 - Tatiana V. Martsinkevich, Omer Subasi, Osman S. Unsal, Franck Cappello, Jesús Labarta
Fault-Tolerant Protocol for Hybrid Task-Parallel Message-Passing Applications. 563-570 - David E. Bernholdt, Wael R. Elwasif
Programmer-Guided Reliability for Extreme-Scale Applications. 571-579 - Faisal Shahzad, Moritz Kreutzer, Thomas Zeiser, Rui Machado, Andreas Pieper, Georg Hager
Building a Fault Tolerant Application Using the GASPI Communication Layer. 580-587 - Dong-Wan Kim, Mattan Erez:
Stay Alive, Don't Give Up: DUE and SDC Reduction with Memory Repair. 588-594 - Leonardo Arturo Bautista-Gomez
Detecting and Correcting Data Corruption in Stencil Applications through Multivariate Interpolation. 595-602
HUCAA 2015
- Thomas C. Carroll
Pairwise Sequence Alignment with Gaps with GPU. 603-610 - Forrest Wolfgang Glines, Matthew Anderson, David Neilsen
Scalable Relativistic High-Resolution Shock-Capturing for Heterogeneous Computing. 611-618 - Santiago Mislata Valero, Federico Silla:
On the Execution of Computationally Intensive CPU-Based Libraries on Remote Accelerators for Increasing Performance: Early Experience with the OpenBLAS and FFTW Libraries. 619-626 - Tetsuya Odajima, Taisuke Boku, Toshihiro Hanawa
Hybrid Communication with TCA and InfiniBand on a Parallel Programming Language XcalableACC for GPU Clusters. 627-634 - Toshihiro Hanawa
Evaluation of FFT for GPU Cluster Using Tightly Coupled Accelerators Architecture. 635-641
HPCMASPA 2015
- Steven M. Gallo
Analysis of XDMoD/SUPReMM Data Using Machine Learning Techniques. 642-649 - Gideon Juve, Benjamín Tovar
Practical Resource Monitoring for Robust High Throughput Computing. 650-657 - Jim M. Brandt, Ann C. Gentile, Cindy Martin, Jason Repik, Narate Taerat:
New Systems, New Behaviors, New Patterns: Monitoring Insights from System Standup. 658-665 - Taylor L. Groves, Samuel K. Gutierrez
A LogP Extension for Modeling Tree Aggregation Networks. 666-673 - Omar Aaziz, Jonathan Cook, Hadi Sharifi:
Push Me Pull You: Integrating Opposing Data Transport Modes for Efficient HPC Application Monitoring. 674-681 - Patricia Grubel
The Performance Implication of Task Size for Applications on the HPX Runtime System. 682-689 - Sean Wallace, Venkatram Vishwanath, Susan Coghlan, Zhiling Lan, Michael E. Papka
Comparison of Vendor Supplied Environmental Data Collection Mechanisms. 690-697 - Mohammad J. Rashti, Gerald Sabin, David Vansickle, Boyana Norris
WattProf: A Flexible Platform for Fine-Grained HPC Power Profiling. 698-705 - Michael T. Showerman:
Real Time Visualization of Monitoring Data for Large Scale HPC Systems. 706-709 - Adam DeConinck
Evolution of Monitoring over the Lifetime of a High Performance Computing Cluster. 710-713 - Christopher Lee Moore, Prabhu Singh Khalsa, Todd Alan Yilk, Michael Mason:
Monitoring High Performance Computing Systems for the End User. 714-716 - Steven D. Feldman, Deli Zhang, Damian Dechev, James Brandt:
Extending LDMS to Enable Performance Monitoring in Multi-core Applications. 717-720
WRAp 2015
- Charles R. Ferenbaugh
Performance Evaluation of Unstructured Mesh Physics on Advanced Architectures. 721-728 - Tom Deakin
Expressing Parallelism on Many-Core for Deterministic Discrete Ordinates Transport. 729-737 - István Zoltan Reguly, Gihan R. Mudalige
Design and Development of Domain Specific Active Libraries with Proxy Applications. 738-745 - Courtenay T. Vaughan, Richard F. Barrett:
Enabling Tractable Exploration of the Performance of Adaptive Mesh Refinement. 746-752 - O. E. Bronson Messer
Developing MiniApps on Modern Platforms Using Multiple Programming Models. 753-759 - Ilya Ivanov, Jing Gong, Dana Akhmetova, Ivy Bo Peng
Evaluation of Parallel Communication Models in Nekbone, a Nek5000 Mini-Application. 760-767 - Robert F. Bird, Patrick Gillies, Michael R. Bareford, J. A. Herdman, Stephen A. Jarvis
Mini-App Driven Optimisation of Inertial Confinement Fusion Codes. 768-776 - Daniel Rubio Bonilla, Colin W. Glass
Introducing and Exploiting Hierarchical Structural Information. 777-784 - Nalini Kumar, Mrugesh Sringarpure
CMT-bone: A Mini-App for Compressible Multiphase Turbulence Simulation Software. 785-792
HiPINEB 2015
- Pierre Vignéras
Fault-Tolerant Routing for Exascale Supercomputer: The BXI Routing Architecture. 793-800 - Pablo Fuentes
Throughput Unfairness in Dragonfly Networks under Realistic Traffic Patterns. 801-808 - Tommaso Colombo, Holger Fröning, Pedro Javier García
Modeling a Large Data-Acquisition Network in a Simulation Framework. 809-816 - Pedro Yébenes
Efficient Queuing Schemes for HoL-Blocking Reduction in Dragonfly Topologies with Minimal-Path Routing. 817-824 - Carlos Reaño
InfiniBand Verbs Optimizations for Remote GPU Virtualization. 825-832 - Huy Bui, Robert L. Jacob, Preeti Malakar, Venkatram Vishwanath, Andrew E. Johnson
Multipath Load Balancing for M × N Communication Patterns on the Blue Gene/Q Supercomputer Interconnection Network. 833-840 - Francisco J. Andujar, Juan A. Villar, José L. Sánchez
VEF Traces: A Framework for Modelling MPI Traffic in Interconnection Network Simulators. 841-848 - Feroz Zahid, Ernst Gunnar Gran
SlimUpdate: Minimal Routing Update for Performance-Based Reconfigurations in Fat-Trees. 849-856
Campus Bridging: Reducing Obstacles on the Path to Big Answers
- Jeremy Fischer
XCBC and XNIT - Tools for Cluster Implementation and Management in Research and Training. 857-864 - Liming Lee
Building Bridges from the Campus to XSEDE. 865-868
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