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Proceedings
CLUSTER
CLUSTER 2015
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2015 IEEE International Conference on Cluster Computing (CLUSTER)
Sept. 8 2015 to Sept. 11 2015
Chicago, IL, USA
Table of Contents
[Title page i]
Freely available from IEEE.
pp. i-i
[Title page iii]
Freely available from IEEE.
pp. iii-iii
[Copyright notice]
Freely available from IEEE.
pp. iv-iv
Table of contents
Freely available from IEEE.
pp. v-xvii
CLUSTER 2015 General Co-Chairs Welcome Message
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pp. xviii-xx
CLUSTER 2015 Message from the Program Chair
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pp. xxi-xxii
CLUSTER 2015 Organizing Committee
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pp. xxiii-xxiii
CLUSTER 2015 Program Committee
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pp. xxiv-xxvi
CLUSTER 2015 External Reviewers
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pp. xxvii-xxvii
HUCAA 2015 Workshop Welcome Message
Freely available from IEEE.
pp. xxix-xxix
HUCAA 2015 Program Committee
Freely available from IEEE.
pp. xxx-xxx
HPCMASPA 2015 Workshop Welcome Message
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pp. xxxi-xxxi
HPCMASPA 2015 Program Committee
Freely available from IEEE.
pp. xxxii-xxxii
HiPINEB 2015 Workshop Welcome Message
Freely available from IEEE.
pp. xxxiii-xxxiii
HiPINEB 2015 Organizing Committees
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pp. xxxiv-xxxiv
Campus Bridging Workshop Overview: Reducing Obstacles on the Path to Big Answers
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pp. xxxv-xxxv
Parallel Modularity-Based Community Detection on Large-Scale Graphs
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pp. 1-10
by
Jianping Zeng
,
Hongfeng Yu
Optimizing Explicit Hydrodynamics for Power, Energy, and Performance
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pp. 11-21
by
Edgar A. Leon
,
Ian Karlin
,
Ryan E. Grant
Machines Tuning Machines: Configuring Distributed Stream Processors with Bayesian Optimization
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pp. 22-31
by
Lorenz Fischer
,
Shen Gao
,
Abraham Bernstein
Workload-Aware Resource Reservation for Multi-tenant NoSQL
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pp. 32-41
by
Jiaan Zeng
,
Beth Plale
Automatic Command Queue Scheduling for Task-Parallel Workloads in OpenCL
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pp. 42-51
by
Ashwin Mandayam Aji
,
Antonio J. Pena
,
Pavan Balaji
,
Wu-chun Feng
Taming Non-local Stragglers Using Efficient Prefetching in MapReduce
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pp. 52-61
by
Ze Yu
,
Min Li
,
Xin Yang
,
Han Zhao
,
Xiaolin Li
IOSIG+: On the Role of I/O Tracing and Analysis for Hadoop Systems
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pp. 62-65
by
Bo Feng
,
Xi Yang
,
Kun Feng
,
Yanlong Yin
,
Xian-He Sun
Exploring Memory Hierarchy to Improve Scientific Data Read Performance
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pp. 66-69
by
Wenzhao Zhang
,
Houjun Tang
,
Xiaocheng Zou
,
Steven Harenberg
,
Qing Liu
,
Scott Klasky
,
Nagiza F. Samatova
A Case Study of Optimizing Big Data Analytical Stacks Using Structured Data Shuffling
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pp. 70-73
by
Dixin Tang
,
Taoying Liu
,
Rubao Lee
,
Hong Liu
,
Wei Li
An SSD-HDD Integrated Storage Architecture for Write-Once-Read-Once Applications on Clusters
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pp. 74-77
by
Cailiang Xu
,
Wei Wang
,
Deng Zhou
,
Tao Xie
Exploiting GPUDirect RDMA in Designing High Performance OpenSHMEM for NVIDIA GPU Clusters
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pp. 78-87
by
Khaled Hamidouche
,
Akshay Venkatesh
,
Ammar Ahmad Awan
,
Hari Subramoni
,
Ching-Hsiang Chu
,
Dhabaleswar K. Panda
Improving Strong-Scaling on GPU Cluster Based on Tightly Coupled Accelerators Architecture
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pp. 88-91
by
Toshihiro Hanawa
,
Hisafumi Fujii
,
Norihisa Fujita
,
Tetsuya Odajima
,
Kazuya Matsumoto
,
Yuetsu Kodama
,
Taisuke Boku
Exploring the Suitability of Remote GPGPU Virtualization for the OpenACC Programming Model Using rCUDA
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pp. 92-95
by
Adrian Castello
,
Antonio J. Pena
,
Rafael Mayo
,
Pavan Balaji
,
Enrique S. Quintana-Orti
PLB-HeC: A Profile-Based Load-Balancing Algorithm for Heterogeneous CPU-GPU Clusters
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pp. 96-105
by
Luis Sant'Ana
,
Daniel Cordeiro
,
Raphael Camargo
A TSQR Based Krylov Basis Computation Method on Hybrid GPU Cluster
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pp. 106-109
by
Langshi Chen
,
Serge Petiton
Fast and Accurate Support Vector Machines on Large Scale Systems
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pp. 110-119
by
Abhinav Vishnu
,
Jeyanthi Narasimhan
,
Lawrence Holder
,
Darren Kerbyson
,
Adolfy Hoisie
A Machine-Learning Approach for Communication Prediction of Large-Scale Applications
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pp. 120-123
by
Nikela Papadopoulou
,
Georgios Goumas
,
Nectarios Koziris
Collective I/O Tuning Using Analytical and Machine Learning Models
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pp. 128-137
by
Florin Isaila
,
Prasanna Balaprakash
,
Stefan M. Wild
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Dries Kimpe
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Rob Latham
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Rob Ross
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Paul Hovland
Large Scale Frequent Pattern Mining Using MPI One-Sided Model
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pp. 138-147
by
Abhinav Vishnu
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Khushbu Agarwal
Fast Fault Injection and Sensitivity Analysis for Collective Communications
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pp. 148-157
by
Kun Feng
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Manjunath Gorentla Venkata
,
Dong Li
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Xian-He Sun
A Practical Approach for Handling Soft Errors in Iterative Applications
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pp. 158-161
by
Jiaqi Liu
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Mehmet Can Kurt
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Gagan Agrawal
Ensuring Data Durability with Increasingly Interdependent Content
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pp. 162-165
by
Veronica Estrada Galinanes
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Pascal Felber
On the Need for Reproducible Numerical Accuracy through Intelligent Runtime Selection of Reduction Algorithms at the Extreme Scale
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pp. 166-175
by
Dylan Chapp
,
Travis Johnston
,
Michela Taufer
Towards Building Resilient Scientific Applications: Resilience Analysis on the Impact of Soft Error and Transient Error Tolerance with the CLAMR Hydrodynamics Mini-App
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pp. 176-179
by
Qiang Guan
,
Nathan DeBardeleben
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Brian Atkinson
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Robert Robey
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WIlliam M. Jones
DINO: Divergent Node Cloning for Sustained Redundancy in HPC
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pp. 180-183
by
Arash Rezaei
,
Frank Mueller
Dynamic Model-Driven Parallel I/O Performance Tuning
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pp. 184-193
by
Babak Behzad
,
Surendra Byna
,
Stefan M. Wild
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Prabhat
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Marc Snir
TRIO: Burst Buffer Based I/O Orchestration
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pp. 194-203
by
Teng Wang
,
Sarp Oral
,
Michael Pritchard
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Bin Wang
,
Weikuan Yu
BPS: A Balanced Partial Stripe Write Scheme to Improve the Write Performance of RAID-6
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pp. 204-213
by
Congjin Du
,
Chentao Wu
,
Jie Li
,
Minyi Guo
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Xubin He
RDMA-Based Direct Transfer of File Data to Remote Page Cache
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pp. 214-225
by
Shin Sasaki
,
Kazushi Takahashi
,
Yoshihiro Oyama
,
Osamu Tatebe
High Performance MPI Datatype Support with User-Mode Memory Registration: Challenges, Designs, and Benefits
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pp. 226-235
by
Mingzhe Li
,
Hari Subramoni
,
Khaled Hamidouche
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Xiaoyi Lu
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Dhabaleswar K. Panda
Overcoming Hadoop Scaling Limitations through Distributed Task Execution
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pp. 236-245
by
Ke Wang
,
Ning Liu
,
Iman Sadooghi
,
Xi Yang
,
Xiaobing Zhou
,
Tonglin Li
,
Michael Lang
,
Xian-He Sun
,
Ioan Raicu
SideWalk: A Facility of Lightweight Out-of-Band Communications for Augmenting Distributed Data Processing Flows
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pp. 246-249
by
Yin Huai
,
Yuan Yuan
,
Rubao Lee
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Xiaodong Zhang
High-Performance, Distributed Dictionary Encoding of RDF Datasets
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pp. 250-253
by
Alessandro Morari
,
Jesse Weaver
,
Oreste Villa
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David Haglin
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Antonino Tumeo
,
Vito Giovanni Castellana
,
John Feo
I/O-Aware Batch Scheduling for Petascale Computing Systems
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pp. 254-263
by
Zhou Zhou
,
Xu Yang
,
Dongfang Zhao
,
Paul Rich
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Wei Tang
,
Jia Wang
,
Zhiling Lan
Performance-to-Power Ratio Aware Virtual Machine (VM) Allocation in Energy-Efficient Clouds
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pp. 264-273
by
Xiaojun Ruan
,
Haiquan Chen
A Workload-Aware Energy Model for Virtual Machine Migration
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pp. 274-283
by
Vincenzo De Maio
,
Gabor Kecskemeti
,
Radu Prodan
GraphTrek: Asynchronous Graph Traversal for Property Graph-Based Metadata Management
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pp. 284-293
by
Dong Dai
,
Philip Carns
,
Robert B. Ross
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John Jenkins
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Kyle Blauer
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Yong Chen
Towards Multi-site Metadata Management for Geographically Distributed Cloud Workflows
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pp. 294-303
by
Luis Pineda-Morales
,
Alexandru Costan
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Gabriel Antoniu
PaRSEC in Practice: Optimizing a Legacy Chemistry Application through Distributed Task-Based Execution
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pp. 304-313
by
Anthony Danalis
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Heike Jagode
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George Bosilca
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Jack Dongarra
Optimizing I/O for Petascale Seismic Simulations on Unstructured Meshes
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pp. 314-317
by
Sebastian Rettenberger
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Michael Bader
LBM-HPC - An Open-Source Tool for Fluid Simulations. Case Study: Unified Parallel C (UPC-PGAS)
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pp. 318-321
by
Pedro Valero-Lara
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Johan Jansson
Scaling Data Intensive Physics Applications to 10k Cores on Non-dedicated Clusters with Lobster
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pp. 322-331
by
Anna Woodard
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Matthias Wolf
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Charles Mueller
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Nil Valls
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Ben Tovar
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Patrick Donnelly
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Peter Ivie
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Kenyi Hurtado Anampa
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Paul Brenner
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Douglas Thain
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Kevin Lannon
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Michael Hildreth
RE-PAGE: Domain-Specific REplication and PArallel Processing of GEnomic Data
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pp. 332-341
by
Mucahid Kutlu
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Gagan Agrawal
Re-evaluating Network Onload vs. Offload for the Many-Core Era
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pp. 342-350
by
Matthew G.F. Dosanjh
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Ryan E. Grant
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Patrick G. Bridges
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Ron Brightwell
Fast Calculation of Max-Min Fair Rates for Multi-commodity Flows in Fat-Tree Networks
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pp. 351-360
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Md Atiqul Mollah
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Xin Yuan
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Scott Pakin
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Michael Lang
Comparing Global Link Arrangements for Dragonfly Networks
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pp. 361-370
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Emily Hastings
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David Rincon-Cruz
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Marc Spehlmann
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Sofia Meyers
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Anda Xu
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David P. Bunde
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Vitus J. Leung
Towards the InfiniBand SR-IOV vSwitch Architecture
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pp. 371-380
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Evangelos Tasoulas
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Ernst Gunnar Gran
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Bjorn Dag Johnsen
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Kyrre Begnum
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Tor Skeie
MPC: A Massively Parallel Compression Algorithm for Scientific Data
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pp. 381-389
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Annie Yang
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Hari Mukka
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Farbod Hesaaraki
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Martin Burtscher
Balancing Thread-Level and Task-Level Parallelism for Data-Intensive Workloads on Clusters and Clouds
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pp. 390-393
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Olivia Choudhury
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Dinesh Rajan
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Nicholas Hazekamp
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Sandra Gesing
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Douglas Thain
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Scott Emrich
LU Factorization: Towards Hiding Communication Overheads with a Lookahead-Free Algorithm
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pp. 394-397
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Tan Nguyen
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Scott B. Baden
Distributed-Memory Algorithms for Maximal Cardinality Matching Using Matrix Algebra
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pp. 398-407
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Ariful Azad
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Aydin Buluc
The Cost of Synchronizing Imbalanced Processes in Message Passing Systems
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pp. 408-417
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Ivy Bo Peng
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Stefano Markidis
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Erwin Laure
An Approach to Selecting Thread + Process Mixes for Hybrid MPI + OpenMP Applications
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pp. 418-427
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Hormozd Gahvari
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Martin Schulz
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Ulrike Meier Yang
On the Application Task Granularity and the Interplay with the Scheduling Overhead in Many-Core Shared Memory Systems
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pp. 428-437
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Dana Akhmetova
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Gokcen Kestor
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Roberto Gioiosa
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Stefano Markidis
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Erwin Laure
OpenSHMEM as a Portable Communication Layer for PGAS Models: A Case Study with Coarray Fortran
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pp. 438-447
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Naveen Namashivayam
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Deepak Eachempati
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Dounia Khaldi
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Barbara Chapman
A Team-Based Methodology of Memory Hierarchy-Aware Runtime Support in Coarray Fortran
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pp. 448-451
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Dounia Khaldi
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Deepak Eachempati
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Shiyao Ge
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Pierre Jouvelot
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Barbara Chapman
Optimizing Caching DSM for Distributed Software Speculation
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pp. 452-455
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Sai Charan Koduru
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Keval Vora
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Rajiv Gupta
Empirical Comparison of Three Versioning Architectures
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pp. 456-459
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Hajime Fujita
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Kamil Iskra
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Pavan Balaji
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Andrew A. Chien
Detecting Thread-Safety Violations in Hybrid OpenMP/MPI Programs
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pp. 460-463
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Hongyi Ma
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Liqiang Wang
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Krishanthan Krishnamoorthy
Toward Rapid Understanding of Production HPC Applications and Systems
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pp. 464-473
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Anthony Agelastos
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Benjamin Allan
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Jim Brandt
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Ann Gentile
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Sophia Lefantzi
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Steve Monk
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Jeff Ogden
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Mahesh Rajan
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Joel Stevenson
ObsCon: Integrated Monitoring and Control for Parallel, Real-Time Applications
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pp. 474-477
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Alan Nussbaum
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Shwetha Mathangi Chandra Choodamani
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Karsten Schwan
VecMeter: Measuring Vectorization on the Xeon Phi
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pp. 478-481
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Joshua Peraza
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Ananta Tiwari
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William A. Ward
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Roy Campbell
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Laura Carrington
Toward Interlanguage Parallel Scripting for Distributed-Memory Scientific Computing
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pp. 482-485
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Justin M. Wozniak
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Timothy G. Armstrong
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Ketan C. Maheshwari
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Daniel S. Katz
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Michael Wilde
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Ian T. Foster
A Cache Management Scheme for Hiding Garbage Collection Latency in Flash-Based Solid State Drives
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pp. 486-487
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Wei Xie
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Yong Chen
A Performance Comparison of CUDA Remote GPU Virtualization Frameworks
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pp. 488-489
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Carlos Reano
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Federico Silla
A Two-Tiered Approach to I/O Quality of Service in Docker Containers
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pp. 490-491
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Sean McDaniel
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Stephen Herbein
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Michela Taufer
Accelerating Laue Depth Reconstruction Algorithm with CUDA
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pp. 492-493
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Ke Yue
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Schwarz Nicholas
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Tischler Jonathan Z.
An FPGA-Based Accelerator for Neighborhood-Based Collaborative Filtering Recommendation Algorithms
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pp. 494-495
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Xiang Ma
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Chao Wang
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Qi Yu
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Xi Li
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Xuehai Zhou
Can Cloud Service Get His Family? A Step Towards Service Family Detecting
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pp. 496-497
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Xinkui Zhao
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Jianwei Yin
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Chen Zhi
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Pengxiang Lin
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Zuoning Chen
Design a Hash-Based Control Mechanism in vSwitch for Software-Defined Networking Environment
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pp. 498-499
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Shih-Wen Hsu
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Tseng-Yi Chen
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Yun-Chun Chang
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Shuo-Han Chen
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Tsen-Yeh Lin
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Wei-Kuan Shih
Development of MapReduce and MPI Programs for Motif Search
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pp. 500-501
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Mejdl Safran
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Saad Al-qahtani
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Michelle Zhu
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Dunren Che
Distributed Modular Monitoring (DiMMon) Approach to Supercomputer Monitoring
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pp. 502-503
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Konstantin Stefanov
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Vladimir Voevodin
Efficient Distributed Data Clustering on Spark
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pp. 504-505
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Jia Li
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Dongsheng Li
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Yiming Zhang
Energy-Aware Job Management Approaches for Workflow in Cloud
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pp. 506-507
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Mustafa Khaleel
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Michelle M. Zhu
Evaluating R-Based Big Data Analytic Frameworks
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pp. 508-509
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Mei Liang
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Cesar Trejo
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Lavanya Muthu
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Andre Luckow
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Amy W. Apon
Evaluating the Support of MTC Applications on Intel Xeon Phi Many-Core Accelerators
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pp. 510-511
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Poornima Nookala
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Serapheim Dimitropoulos
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Karl Stough
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Flexible Error Recovery Using Versions in Global View Resilience
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pp. 512-513
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Nan Dun
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Hajime Fujita
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Aiman Fang
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Yan Liu
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Kamil Iskra
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Wesley Bland
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GO-Docker: A Batch Scheduling System with Docker Containers
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Cyril Monjeaud
GRAPH/Z: A Key-Value Store Based Scalable Graph Processing System
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pp. 516-517
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Tonglin Li
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Chaoqi Ma
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Jiabao Li
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Iman Sadooghi
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Highly Scalable Parallel Search-Tree Algorithms: The Virtual Topology Approach
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pp. 518-518
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Faisal N. Abu-Khzam
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Amer E. Mouawad
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Karim A. Jahed
HRDBMS: A NewSQL Database for Analytics
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pp. 519-520
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Jason Arnold
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Boris Glavic
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Ioan Raicu
Minimizing Data Transmission Latency by Bipartite Graph in MapReduce
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pp. 521-522
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Jie Wei
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Shangguang Wang
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Lingyan Zhang
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Ruisheng Shi
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Fangchun Yang
monBench: A Database Performance Benchmark for Cloud Monitoring System
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pp. 523-524
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Xinkui Zhao
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Jianwei Yin
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Chen Zhi
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Pengxiang Lin
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Shichun Feng
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Hao Wu
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Zuoning Chen
Mutated Near Optimal Vertex Cover Algorithm (NOVCA) Visualization on a Tile Display
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pp. 525-526
by
Sanjaya Gajurel
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Roger Bielefeld
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