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18th CLUSTER 2016: Taipei, Taiwan
- 2016 IEEE International Conference on Cluster Computing, CLUSTER 2016, Taipei, Taiwan, September 12-16, 2016. IEEE Computer Society 2016, ISBN 978-1-5090-3653-0
Best Paper Nominees (Paper Session 1)
- Mohammadreza Bayatpour, Hari Subramoni, Sourav Chakraborty, Dhabaleswar K. Panda:
Adaptive and Dynamic Design for MPI Tag Matching. 1-10 - Dayal Dilli, Kenneth B. Kent
, Yang Wang, Cheng-Zhong Xu
A Low Disk-Bound Transaction Logging System for In-memory Distributed Data Stores. 11-20 - Toshio Endo:
Realizing Out-of-Core Stencil Computations Using Multi-tier Memory Hierarchy on GPGPU Clusters. 21-29 - Esteban Rangel, Nan Li
Parallel DTFE Surface Density Field Reconstruction. 30-39
Network Performance (Paper Session 2)
- Matthieu Dorier
Evaluation of Topology-Aware Broadcast Algorithms for Dragonfly Networks. 40-49 - Taylor L. Groves
(SAI) Stalled, Active and Idle: Characterizing Power and Performance of Large-Scale Dragonfly Networks. 50-59 - Jichi Guo, Qing Yi, Jiayuan Meng, Junchao Zhang, Pavan Balaji:
Compiler-Assisted Overlapping of Communication and Computation in MPI Applications. 60-69
Virtualization (Paper Session 3)
- Song Wu, Huahua Sun, Like Zhou, Qingtian Gan, Hai Jin:
vProbe: Scheduling Virtual Machines on NUMA Systems. 70-79 - Mansour Khelghatdoust, Vincent Gramoli, Daniel Sun:
GLAP: Distributed Dynamic Workload Consolidation through Gossip-Based Learning. 80-89 - Jinwei Liu, Haiying Shen, Liuhua Chen:
CORP: Cooperative Opportunistic Resource Provisioning for Short-Lived Jobs in Cloud Systems. 90-99
Memory Optimization (Paper Session 4)
- Alexandru Uta
Towards Resource Disaggregation - Memory Scavenging for Scientific Workloads. 100-109 - Arnab Kumar Paul
CHOPPER: Optimizing Data Partitioning for In-memory Data Analytics Frameworks. 110-119 - Giuseppe Congiu, Sai Narasimhamurthy, Tim Süß, André Brinkmann:
Improving Collective I/O Performance Using Non-volatile Memory Devices. 120-129
Poster Papers
- Chengfei Zhang, Yiming Zhang, Dongsheng Li, Jia Li, Min-ne Li:
SMARTPARTITION: Efficient Partitioning for Natural Graphs. 130-131 - Mao Ye
Accelerating I/O Performance of SVM on HDFS. 132-133 - Juan Fang, Lifu Zhou, Xiaoting Hao, Min Cai, Xingtian Ren:
Energy and Performance Efficient Underloading Detection Algorithm of Virtual Machines in Cloud Data Centers. 134-135 - Jinliang Xu, Ao Zhou, Shangguang Wang
Machine Status Prediction for Dynamic and Heterogenous Cloud Environment. 136-137 - Preethika Kasu, Youngjae Kim, Sungyong Park, Scott Atchley, Geoffroy R. Vallée:
Design and Analysis of Fault Tolerance Mechanisms for Big Data Transfers. 138-139 - Awais Khan
Time Optimization Modeling for Big Data Placement and Analysis for Geo-Distributed Data Centers. 140-141 - Hoon Ryu, Yosang Jeong:
Enhancing Performance of Large-Scale Electronic Structure Calculations with Many-Core Computing. 142-143 - Daichi Mukunoki
Reduced-Precision Floating-Point Formats on GPUs for High Performance and Energy Efficient Computation. 144-145 - Zhengmin Li, Di Zhang, Xinran Liu, Bin Sun, Zhicheng Yao, Xiufeng Sui:
Themis: A Scalable Performance Evaluation Framework for Virtualized Datacenter. 146-147 - Min Yoon, Moon-Hwan Kang, Yeon-Woo Jang, Jae-Woo Chang:
Conflict Prediction-Based Transaction Execution for Transactional Memory in Multi-core In-memory Databases. 148-149 - Yan Guo, Shangguang Wang
Skyline Service Selection Based on QoS Prediction. 150-151 - Ronnie Mativenga
Minimizing CMT Miss Penalty in Selective Page-Level Address Mapping Table. 152-153 - Ziyang Li, Yiming Zhang, Yunxiang Zhao, Dongsheng Li:
Efficient Semantic-Aware Coflow Scheduling for Data-Parallel Jobs. 154-155 - Dinuni K. Fernando, Hardik Bagdi, Yaohui Hu, Ping Yang, Kartik Gopalan
Quick Eviction of Virtual Machines through Proactive Snapshots. 156-157 - Poonam Goyal
Spatial Locality Aware, Fast, and Scalable SLINK Algorithm for Commodity Clusters. 158-159 - Kevin Beineke, Stefan Nothaas, Michael Schöttner:
High Throughput Log-Based Replication for Many Small In-Memory Objects. 160-161 - Kiril Dichev
TwinPCG: Dual Thread Redundancy with forward Recovery for Preconditioned Conjugate Gradient Methods. 162-163 - Jens Gustedt
Optimizing Locality by Topology-Aware Placement for a Task Based Programming Model. 164-165 - Ming Li, Xuanhua Shi, Wei Liu, Hai Jin, Yong Chen
SSDUP: An Efficient SSD Write Buffer Using Pipeline. 166-167 - Jacob Franklin, Samuel Wenke, Sadiq Quasem, Lee A. Carraher, Philip A. Wilsey:
streamingRPHash: Random Projection Clustering of High-Dimensional Data in a MapReduce Framework. 168-169 - Jay F. Lofstead
SuperGlue: Standardizing Glue Components for HPC Workflows. 170-171
Large-Scale System Analysis and Modeling: Combined Paper/Panel Session (Paper Session 5)
- Alexandru Calotoiu, David Beckingsale, Christopher W. Earl, Torsten Hoefler, Ian Karlin, Martin Schulz
Fast Multi-parameter Performance Modeling. 172-181 - Dmitry Duplyakin, Jed Brown
Active Learning in Performance Analysis. 182-191 - David Rohr, Jan de Cuveland, Volker Lindenstruth:
A Model for Weak Scaling to Many GPUs at the Basis of the Linpack Benchmark. 192-202 - Aurélien Cavelan, Jiafan Li, Yves Robert
When Amdahl Meets Young/Daly. 203-212
Energy and Resilience (Paper Session 6)
- Brian Kocoloski, Leonardo Piga, Wei Huang, Indrani Paul
A Case for Criticality Models in Exascale Systems. 213-216 - Violaine Villebonnet, Georges Da Costa
Dynamically Building Energy Proportional Data Centers with Heterogeneous Computing Resources. 217-220 - Lavanya Ramapantulu, Dumitrel Loghin, Yong Meng Teo
On Energy Proportionality and Time-Energy Performance of Heterogeneous Clusters. 221-230 - Yupeng Hu, Yonghe Liu, Wenjia Li
Unequal Failure Protection Coding Technology for Cloud Storage Systems. 231-240
Resource Management (Paper Session 7)
- Haiying Shen, Ankur Sarker, Lei Yu
Probabilistic Network-Aware Task Placement for MapReduce Scheduling. 241-250 - Chunliang Hao, Jie Shen, Heng Zhang, Yanjun Wu, Mingshu Li:
Tiresias: Low-Overhead Sample Based Scheduling with Task Hopping. 251-254 - Ryan McKenna, Stephen Herbein, Adam Moody, Todd Gamblin, Michela Taufer
Machine Learning Predictions of Runtime and IO Traffic on High-End Clusters. 255-258 - Xingwu Zhang, Zhou Zhou, Xu Yang, Zhiling Lan, Jia Wang:
Exploring Plan-Based Scheduling for Large-Scale Computing Systems. 259-268
In-Situ Applications (Paper Session 8)
- Matthieu Dorier
Adaptive Performance-Constrained In Situ Visualization of Atmospheric Simulations. 269-278 - Matthieu Dreher, Tom Peterka:
Bredala: Semantic Data Redistribution for In Situ Applications. 279-288
I/O Optimization (Paper Session 9)
- Swann Perarnau, Judicael A. Zounmevo, Balazs Gerofi, Kamil Iskra
Exploring Data Migration for Future Deep-Memory Many-Core Systems. 289-297 - Dong Dai, Yong Chen
GraphMeta: A Graph-Based Engine for Managing Large-Scale HPC Rich Metadata. 298-307 - Qingsong Wei, Cheng Chen, Mingdi Xue, Chundong Wang, Jun Yang:
Extending SSD Lifetime with Persistent In-Memory Metadata Management. 308-311 - Xuechen Zhang, Fang Zheng, Karsten Schwan, Matthew Wolf:
FlashStager: Improving the Performance of SSD-Based Data Staging Systems via Write Redirection. 312-315 - Myoungwon Oh
Performance Optimization for All Flash Scale-Out Storage. 316-325
Parallel Applications (Paper Session 10)
- Jan Burchard, Tobias Schubert, Bernd Becker
Distributed Parallel #SAT Solving. 326-335 - David Siegal, Jia Guo, Gagan Agrawal:
Smart-MLlib: A High-Performance Machine-Learning Library. 336-345 - Tom Vander Aa
Distributed Bayesian Probabilistic Matrix Factorization. 346-349 - Samer Al-Kiswany, Matei Ripeanu:
A Software-Defined Storage for Workflow Applications. 350-353 - Frank Dehne, David E. Robillard, Andrew Rau-Chaplin
VOLAP: A Scalable Distributed System for Real-Time OLAP with High Velocity Data. 354-363
Data Analytics (Paper Session 11)
- Guangchen Ruan, Beth Plale
Horme: Random Access Big Data Analytics. 364-373 - Daniel Magro, Hervé Paulino
In-cache MapReduce: Leverage Tiling to Boost Temporal Locality-Sensitive MapReduce Computations. 374-383 - Zhuang Wang, Ke Liu, Yifan Shen, Jack Y. B. Lee, Mingyu Chen, Lixin Zhang:
Intra-host Rate Control with Centralized Approach. 384-387 - Yue Li, Laiping Zhao, Chenzhou Cui
Fast Big Data Analysis in Geo-Distributed Cloud. 388-391
Optimized Checkpointing (Paper Session 12)
- Jinmin Yang:
A Lightweight Causal Message Logging Protocol to Lower Fault Tolerance Overhead. 392-401 - Kapil Arya
Design and Implementation for Checkpointing of Distributed Resources Using Process-Level Virtualization. 402-412 - Jürgen Kaiser, Ramy Gad, Tim Süß, Federico Padua, Lars Nagel
Deduplication Potential of HPC Applications' Checkpoints. 413-422
Big Data (Paper Session 13)
- HamidReza Asaadi, Dounia Khaldi, Barbara M. Chapman:
A Comparative Survey of the HPC and Big Data Paradigms: Analysis and Experiments. 423-432 - Ovidiu-Cristian Marcu
Spark Versus Flink: Understanding Performance in Big Data Analytics Frameworks. 433-442 - Thomas C. Bressoud, Qiuyi Tang:
Results of a Model for Hadoop YARN MapReduce Tasks. 443-446 - Jungi Jeong, DaeWoo Lee, Seungryoul Maeng:
Application-Assisted Writeback for Hadoop Clusters. 447-450 - Shiyao Ma, Jingjie Jiang, Bo Li, Baochun Li:
Custody: Towards Data-Aware Resource Sharing in Cloud-Based Big Data Processing. 451-460
Threads: Heterogeneity and Tasking (Paper Session 14)
- Md Abdullah Shahneous Bari, Nicholas Chaimov
ARCS: Adaptive Runtime Configuration Selection for Power-Constrained OpenMP Applications. 461-470 - Adrián Castelló
A Review of Lightweight Thread Approaches for High Performance Computing. 471-480 - Xuewen Cui
Directive-Based Pipelining Extension for OpenMP. 481-484 - Pak Markthub, Akihiro Nomura
Serving More GPU Jobs, with Low Penalty, Using Remote GPU Execution and Migration. 485-488 - Tim Süß, Nils Döring
VarySched: A Framework for Variable Scheduling in Heterogeneous Environments. 489-492 - Joshua D. Suetterlein
Extending the Roofline Model for Asynchronous Many-Task Runtimes. 493-496
FTS 2016 - The Second International Workshop on Fault Tolerant Systems
- David Abramson:
FTS 2016 Workshop Keynote Speech. 497 - Omer Subasi, Gulay Yalcin, Ferad Zyulkyarov
A Runtime Heuristic to Selectively Replicate Tasks for Application-Specific Reliability Targets. 498-505 - Kiril Dichev
TwinPCG: Dual Thread Redundancy with Forward Recovery for Preconditioned Conjugate Gradient Methods. 506-514 - Upama Kabir, Dhrubajyoti Goswami:
An ABFT Scheme Based on Communication Characteristics. 515-523 - Stephen Grixti, Nicholas Sammut
Separation Kernel Robustness Testing: The XtratuM Case Study. 524-531
Late Poster Paper (missing in the table of contents)
- Wenxiang Yang, Dezun Dong, Jingyue Zhao
MBL: A Multi-stage Bufferless High-radix Router. 532-533
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