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IPDPS 2016: Chicago, IL, USA
- 2016 IEEE International Parallel and Distributed Processing Symposium, IPDPS 2016, Chicago, IL, USA, May 23-27, 2016. IEEE Computer Society 2016, ISBN 978-1-5090-2140-6
Keynote 1
- Kai Li:
Disruptive Research and Innovation. 1
Session 1: Graph Algorithms
- Venkatesan T. Chakaravarthy, Michael Kapralov
, Prakash Murali, Fabrizio Petrini, Xinyu Que, Yogish Sabharwal, Baruch Schieber:
Subgraph Counting: Color Coding Beyond Trees. 2-11 - Matteo Ceccarello
, Andrea Pietracaprina, Geppino Pucci
, Eli Upfal
:
A Practical Parallel Algorithm for Diameter Approximation of Massive Weighted Graphs. 12-21 - Junya Arai, Hiroaki Shiokawa, Takeshi Yamamuro, Makoto Onizuka
, Sotetsu Iwamura:
Rabbit Order: Just-in-Time Parallel Reordering for Fast Graph Analysis. 22-31 - Ariful Azad, Aydin Buluç
:
Distributed-Memory Algorithms for Maximum Cardinality Matching in Bipartite Graphs. 32-42
Session 2: Software Environments and Tools
- Zia Ul Huda
, Rohit Atre
, Ali Jannesari
, Felix Wolf:
Automatic Parallel Pattern Detection in the Algorithm Structure Design Space. 43-52 - Simone Atzeni, Ganesh Gopalakrishnan, Zvonimir Rakamaric, Dong H. Ahn, Ignacio Laguna, Martin Schulz
, Gregory L. Lee, Joachim Protze
, Matthias S. Müller
:
ARCHER: Effectively Spotting Data Races in Large OpenMP Applications. 53-62 - Nathan R. Tallent
, Joseph B. Manzano
, Nitin A. Gawande
, Seunghwa Kang, Darren J. Kerbyson, Adolfy Hoisie
, Joseph K. Cross:
Algorithm and Architecture Independent Benchmarking with SEAK. 63-72 - Evangelos Georganas, Rob F. Van der Wijngaart, Timothy G. Mattson:
Design and Implementation of a Parallel Research Kernel for Assessing Dynamic Load-Balancing Capabilities. 73-82
Session 3: Network Architecture
- Xiongzi Ge, Yi Liu, Chengtao Lu, Jim Diehl, David H. C. Du, Liang Zhang, Jian Chen:
VNRE: Flexible and Efficient Acceleration for Network Redundancy Elimination. 83-92 - Abhinav Bhatele, Nikhil Jain, Yarden Livnat, Valerio Pascucci
, Peer-Timo Bremer:
Analyzing Network Health and Congestion in Dragonfly-Based Supercomputers. 93-102 - Peyman Faizian, Md Atiqul Mollah, Xin Yuan, Scott Pakin
, Michael Lang
:
Random Regular Graph and Generalized De Bruijn Graph with k-Shortest Path Routing. 103-112 - Xi-Yue Xiang, Nian-Feng Tzeng:
Deflection Containment for Bufferless Network-on-Chips. 113-122
Session 4: Application Optimization
- Hongzi Zhu, Shan Chang, Li Lu, Wei Zhang:
RUPS: Fixing Relative Distances among Urban Vehicles with Context-Aware Trajectories. 123-131 - Mohammad M. Hossain, Thomas M. Tucker, Thomas R. Kurfess, Richard W. Vuduc
:
Hybrid Dynamic Trees for Extreme-Resolution 3D Sparse Data Modeling. 132-141 - Tareq M. Malas, Julian Hornich, Georg Hager
, Hatem Ltaief
, Christoph Pflaum
, David E. Keyes
:
Optimization of an Electromagnetics Code with Multicore Wavefront Diamond Blocking and Multi-dimensional Intra-Tile Parallelization. 142-151 - Patrick E. Small, Rajiv K. Kalia, Aiichiro Nakano, Priya Vashishta:
Order-Invariant Real Number Summation: Circumventing Accuracy Loss for Multimillion Summands on Multiple Parallel Architectures. 152-160
Session 5: Linear Algebra and Solvers
- Chenhan D. Yu, William B. March, Bo Xiao, George Biros:
INV-ASKIT: A Parallel Fast Direct Solver for Kernel Matrices. 161-171 - Xinliang Wang, Wei Xue, Jidong Zhai, Yangtong Xu, Weimin Zheng, Hai-Xiang Lin
:
A Fast Tridiagonal Solver for Intel MIC Architecture. 172-181 - Kooktae Lee
, Raktim Bhattacharya, Jyotikrishna Dass
, V. N. S. Prithvi Sakuru, Rabi N. Mahapatra:
A Relaxed Synchronization Approach for Solving Parallel Quadratic Programming Problems with Guaranteed Convergence. 182-191 - Mathias Jacquelin
, Lin Lin, Nathan Wichmann, Chao Yang:
Enhancing Scalability and Load Balancing of Parallel Selected Inversion via Tree-Based Asynchronous Communication. 192-201
Session 6: Fault Tolerance and Resilience
- Anne Benoit
, Aurélien Cavelan, Yves Robert, Hongyang Sun:
Optimal Resilience Patterns to Cope with Fail-Stop and Silent Errors. 202-211 - Leonardo Arturo Bautista-Gomez, Ana Gainaru, Swann Perarnau, Devesh Tiwari, Saurabh Gupta, Christian Engelmann
, Franck Cappello, Marc Snir:
Reducing Waste in Extreme Scale Systems through Introspective Analysis. 212-221 - Abhinav Vishnu, Hubertus Van Dam
, Nathan R. Tallent
, Darren J. Kerbyson, Adolfy Hoisie
:
Fault Modeling of Extreme Scale Applications Using Machine Learning. 222-231 - Max Grossman, Vivek Sarkar:
Efficient Checkpointing of Multi-threaded Applications as a Tool for Debugging, Performance Tuning, and Resiliency. 232-241
Session 7: Modeling and Evaluation
- Ang Li, Shuaiwen Leon Song, Eric Brugel, Akash Kumar, Daniel G. Chavarría-Miranda, Henk Corporaal:
X: A Comprehensive Analytic Model for Parallel Machines. 242-252 - Taylor L. Groves
, Ryan E. Grant, Dorian C. Arnold:
NiMC: Characterizing and Eliminating Network-Induced Memory Contention. 253-262 - Xing Liu, Daniele Buono, Fabio Checconi, Jee W. Choi, Xinyu Que, Fabrizio Petrini, John A. Gunnels, Jeff Stuecheli:
An Early Performance Study of Large-Scale POWER8 SMP Systems. 263-272 - Bhavishya Goel, Sally A. McKee:
A Methodology for Modeling Dynamic and Static Power Consumption for Multicore Processors. 273-282
Session 8: Graph Applications
- Indranil Roy, Nagakishore Jammula, Srinivas Aluru:
Algorithmic Techniques for Solving Graph Problems on the Automata Processor. 283-292 - George M. Slota, Sivasankaran Rajamanickam, Kamesh Madduri
:
A Case Study of Complex Graph Analysis in Distributed Memory: Implementation and Optimization. 293-302 - Shu-han Cheng, Guangyan Zhang, Jiwu Shu, Qingda Hu, Weimin Zheng:
FastBFS: Fast Breadth-First Graph Search on a Single Server. 303-312 - Michael J. Anderson, Narayanan Sundaram, Nadathur Satish, Md. Mostofa Ali Patwary, Theodore L. Willke, Pradeep Dubey:
GraphPad: Optimized Graph Primitives for Parallel and Distributed Platforms. 313-322
Session 9: Cloud Resource Allocation
- Xueyan Tang, Yusen Li, Runtian Ren, Wentong Cai
:
On First Fit Bin Packing for Online Cloud Server Allocation. 323-332 - Lei Jiao
, Antonia M. Tulino
, Jaime Llorca
, Yue Jin, Alessandra Sala:
Smoothed Online Resource Allocation in Multi-tier Distributed Cloud Networks. 333-342 - Song Wu, Zhenjiang Xie, Haibao Chen, Sheng Di, Xinyu Zhao, Hai Jin:
Dynamic Acceleration of Parallel Applications in Cloud Platforms by Adaptive Time-Slice Control. 343-352 - Yash Ukidave, Xiangyu Li, David R. Kaeli
:
Mystic: Predictive Scheduling for GPU Based Cloud Servers Using Machine Learning. 353-362
Session 10: Memory Management
- Xing Pan, Yasaswini Jyothi Gownivaripalli, Frank Mueller:
TintMalloc: Reducing Memory Access Divergence via Controller-Aware Coloring. 363-372 - Pierangelo di Sanzo
, Marco Sannicandro, Bruno Ciciani, Francesco Quaglia:
Markov Chain-Based Adaptive Scheduling in Software Transactional Memory. 373-382 - Luna Xu, Min Li, Li Zhang, Ali Raza Butt
, Yandong Wang, Zane Zhenhua Hu:
MEMTUNE: Dynamic Memory Management for In-Memory Data Analytic Platforms. 383-392 - Dipti Shankar, Xiaoyi Lu, Nusrat S. Islam, Md. Wasi-ur-Rahman, Dhabaleswar K. Panda:
High-Performance Hybrid Key-Value Store on Modern Clusters with RDMA Interconnects and SSDs: Non-blocking Extensions, Designs, and Benefits. 393-402
Session 11: Scheduling and Resource Management
- Xiaoyang Qu, Jiguang Wan, Jun Wang
, Liqiong Liu, Dan Luo, Changsheng Xie:
GreenMatch: Renewable-Aware Workload Scheduling for Massive Storage Systems. 403-412 - Emilio Castillo
, Miquel Moretó
, Marc Casas
, Lluc Alvarez
, Enrique Vallejo
, Kallia Chronaki, Rosa M. Badia
, José Luis Bosque
, Ramón Beivide, Eduard Ayguadé, Jesús Labarta
, Mateo Valero
:
CATA: Criticality Aware Task Acceleration for Multicore Processors. 413-422 - Wenli Zheng
, Kai Ma, Xiaorui Wang:
TECfan: Coordinating Thermoelectric Cooler, Fan, and DVFS for CMP Energy Optimization. 423-432 - Pan Lai, Rui Fan, Wei Zhang, Fang Liu:
Utility Maximizing Thread Assignment and Resource Allocation. 433-442
Session 12: Scientific Applications (1)
- Xiaowei Guo
, Xinhai Xu, Qian Wang, Hao Li, Xiaoguang Ren, Liyang Xu, Xuejun Yang:
A Hybrid Decomposition Parallel Algorithm for Multi-scale Simulation of Viscoelastic Fluids. 443-452 - David Ozog, Amir Kamil
, Yili Zheng, Paul Hargrove
, Jeff R. Hammond, Allen D. Malony, Wibe de Jong
, Kathy Yelick
:
A Hartree-Fock Application Using UPC++ and the New DArray Library. 453-462 - Chengming Jiang, Zhaojun Bai, Richard Scalettar:
A Fast Selected Inversion Algorithm for Green's Function Calculation in Many-Body Quantum Monte Carlo Simulations. 463-472
Keynote 2
- J. Thomas Pawlowski:
Memory, Storage and Processing in Future Parallel and Distributed Processing Systems. 473
Session 13: Clustering and Partitioning
- Olivier Beaumont
, Lionel Eyraud-Dubois, Thomas Lambert:
A New Approximation Algorithm for Matrix Partitioning in Presence of Strongly Heterogeneous Processors. 474-483 - Matthias Weber, Ronny Brendel, Tobias Hilbrich, Kathryn M. Mohror
, Martin Schulz
, Holger Brunst:
Structural Clustering: A New Approach to Support Performance Analysis at Scale. 484-493 - Md. Mostofa Ali Patwary, Nadathur Rajagopalan Satish, Narayanan Sundaram, Jialin Liu, Peter J. Sadowski
, Evan Racah, Surendra Byna
, Craig Tull, Wahid Bhimji, Prabhat, Pradeep Dubey:
PANDA: Extreme Scale Parallel K-Nearest Neighbor on Distributed Architectures. 494-503 - Jun Wang, Jiangling Yin, Jian Zhou
, Xuhong Zhang, Ruijun Wang:
DataNet: A Data Distribution-Aware Method for Sub-Dataset Analysis on Distributed File Systems. 504-513
Session 14: Accelerated Computing
- Rashid Kaleem, Anand Venkat, Sreepathi Pai
, Mary W. Hall
, Keshav Pingali:
Synchronization Trade-Offs in GPU Implementations of Graph Algorithms. 514-523 - Farzad Khorasani, Bryan Rowe, Rajiv Gupta
, Laxmi N. Bhuyan:
Eliminating Intra-Warp Load Imbalance in Irregular Nested Patterns via Collaborative Task Engagement. 524-533 - Hancheng Wu, Da Li, Michela Becchi:
Compiler-Assisted Workload Consolidation for Efficient Dynamic Parallelism on GPU. 534-543 - Seyong Lee
, Jungwon Kim
, Jeffrey S. Vetter:
OpenACC to FPGA: A Framework for Directive-Based High-Performance Reconfigurable Computing. 544-554
Session 15: Memory Hierarchy
- Wooil Kim, Sanket Tavarageri, P. Sadayappan, Josep Torrellas:
Architecting and Programming a Hardware-Incoherent Multiprocessor Cache Hierarchy. 555-565 - Bahareh Pourshirazi, Zhichun Zhu:
Refree: A Refresh-Free Hybrid DRAM/PCM Main Memory System. 566-575 - Jagadish Kotra, Mohammad Arjomand, Diana R. Guttman
, Mahmut T. Kandemir, Chita R. Das:
Re-NUCA: A Practical NUCA Architecture for ReRAM Based Last-Level Caches. 576-585 - Juan Salamanca
, José Nelson Amaral, Guido Araujo:
Evaluating and Improving Thread-Level Speculation in Hardware Transactional Memories. 586-595
Session 16: Optimization Techniques
- Edgar A. León
, Ian Karlin, Adam Moody:
System Noise Revisited: Enabling Application Scalability and Reproducibility with SMT. 596-607 - Stefan Eilemann, Fabien Delalondre, Jon Bernard, Judit Planas
, Felix Schürmann, John Biddiscombe, Costas Bekas, Alessandro Curioni, Bernard Metzler, Peter Kaltstein, Peter Morjan, Joachim Fenkes, Ralph Bellofatto, Lars Schneidenbach, T. J. Christopher Ward, Blake G. Fitch:
Key/Value-Enabled Flash Memory for Complex Scientific Workflows with On-Line Analysis and Visualization. 608-617 - Zhou Tong, Scott Pakin
, Michael Lang
, Xin Yuan:
Fast Classification of MPI Applications Using Lamport's Logical Clocks. 618-627 - Martin Peter Tillmann
, Philip Pfaffe, Christopher Kaag, Walter F. Tichy:
Online-Autotuning of Parallel SAH kD-Trees. 628-637
Session 17: Communication Efficiency and Avoidance Algorithms
- Robert Ganian, Martin Kalany, Stefan Szeider
, Jesper Larsson Träff:
Polynomial-Time Construction of Optimal MPI Derived Datatype Trees. 638-647 - Erin C. Carson
, James Demmel, Laura Grigori, Nicholas Knight, Penporn Koanantakool, Oded Schwartz, Harsha Vardhan Simhadri:
Write-Avoiding Algorithms. 648-658 - Lorenz Hübschle-Schneider
, Peter Sanders:
Communication Efficient Algorithms for Top-k Selection Problems. 659-668 - Benjamin F. Jamroz, John M. Dennis:
Minimal Aggregated Shared Memory Messaging on Distributed Memory Supercomputers. 669-678
Session 18: Distributed Algorithms
- Dacfey Dzung, Rachid Guerraoui
, David Kozhaya
, Yvonne-Anne Pignolet:
Never Say Never - Probabilistic and Temporal Failure Detectors. 679-688 - Sebastian Abshoff, Andreas Cord-Landwehr, Matthias Fischer, Daniel Jung
, Friedhelm Meyer auf der Heide:
Gathering a Closed Chain of Robots on a Grid. 689-699 - Alexander Mäcker, Manuel Malatyali, Friedhelm Meyer auf der Heide:
On Competitive Algorithms for Approximations of Top-k-Position Monitoring of Distributed Streams. 700-709 - Chuanyou Li, Michel Hurfin, Yun Wang, Lei Yu:
Towards a Restrained Use of Non-Equivocation for Achieving Iterative Approximate Byzantine Consensus. 710-719
Session 19: I/O and Storage
- Kishori M. Konwar, N. Prakash, Erez Kantor, Nancy A. Lynch, Muriel Médard, Alexander A. Schwarzmann
:
Storage-Optimized Data-Atomic Algorithms for Handling Erasures and Errors in Distributed Storage Systems. 720-729 - Sheng Di, Franck Cappello:
Fast Error-Bounded Lossy HPC Data Compression with SZ. 730-739 - Lee Savoie, David K. Lowenthal
, Bronis R. de Supinski, Tanzima Z. Islam
, Kathryn M. Mohror
, Barry Rountree, Martin Schulz
:
I/O Aware Power Shifting. 740-749 - Orcun Yildiz, Matthieu Dorier
, Shadi Ibrahim, Robert B. Ross, Gabriel Antoniu:
On the Root Causes of Cross-Application I/O Interference in HPC Storage Systems. 750-759
Session 20: Scientific Applications (2)
- Michael G. Gowanlock, David M. Blair, Victor Pankratius:
Exploiting Variant-Based Parallelism for Data Mining of Space Weather Phenomena. 760-769 - Yuji Shinano, Tobias Achterberg, Timo Berthold, Stefan Heinz, Thorsten Koch
, Michael Winkler:
Solving Open MIP Instances with ParaSCIP on Supercomputers Using up to 80, 000 Cores. 770-779 - Kaixi Hou, Hao Wang, Wu-chun Feng:
AAlign: A SIMD Framework for Pairwise Sequence Alignment on x86-Based Multi-and Many-Core Processors. 780-789 - Cameron Tolooee, Sangmi Lee Pallickara, Asa Ben-Hur:
Mendel: A Distributed Storage Framework for Similarity Searching over Sequencing Data. 790-799
Keynote 3
- Katrin Heitmann:
Unlocking the Mysteries of the Universe with Supercomputers. 800
Best Papers Session
- Aleksandar Zlateski, Kisuk Lee, H. Sebastian Seung:
ZNN - A Fast and Scalable Algorithm for Training 3D Convolutional Networks on Multi-core and Many-Core Shared Memory Machines. 801-811 - Peter W. J. Staar, Panagiotis Kl. Barkoutsos, Roxana Istrate, A. Cristiano I. Malossi
, Ivano Tavernelli, Nikolaj Moll
, Heiner Giefers
, Christoph Hagleitner, Costas Bekas, Alessandro Curioni:
Stochastic Matrix-Function Estimators: Scalable Big-Data Kernels with High Performance. 812-821 - Aswinkumar Sridharan, André Seznec:
Discrete Cache Insertion Policies for Shared Last Level Cache Management on Large Multicores. 822-831 - Erik W. Draeger, Xavier Andrade, John A. Gunnels, Abhinav Bhatele, Andre Schleife, Alfredo A. Correa:
Massively Parallel First-Principles Simulation of Electron Dynamics in Materials. 832-841
Session 21: Numerical Algorithms
- Penporn Koanantakool, Ariful Azad, Aydin Buluç
, Dmitriy Morozov, Sang-Yun Oh
, Leonid Oliker, Katherine A. Yelick
:
Communication-Avoiding Parallel Sparse-Dense Matrix-Matrix Multiplication. 842-853 - Alexander Breuer, Alexander Heinecke, Michael Bader:
Petascale Local Time Stepping for the ADER-DG Finite Element Method. 854-863 - Niall Emmart, Charles C. Weems:
Asymptotic Optimality of Parallel Short Division. 864-872 - Scott Sallinen, Nadathur Satish, Mikhail Smelyanskiy, Samantika S. Sury, Christopher Ré:
High Performance Parallel Stochastic Gradient Descent in Shared Memory. 873-882
Session 22: Graphs and Tensors
- Yujie An, Quentin F. Stout:
Optimal Algorithms for Graphs and Images on a Shared Memory Mesh. 883-891 - Mehmet Deveci, Erik G. Boman, Karen D. Devine, Sivasankaran Rajamanickam:
Parallel Graph Coloring for Manycore Architectures. 892-901 - Shaden Smith, George Karypis
:
A Medium-Grained Algorithm for Sparse Tensor Factorization. 902-911 - Woody Austin, Grey Ballard
, Tamara G. Kolda
:
Parallel Tensor Compression for Large-Scale Scientific Data. 912-922
Session 23: Runtime Systems
- Javier Rojas Balderrama, Matthieu Simonin, Cédric Tedeschi:
GinFlow: A Decentralised Adaptive Workflow Execution Manager. 923-932 - Nikolaos Papakonstantinou, Foivos S. Zakkak, Polyvios Pratikakis:
Hierarchical Parallel Dynamic Dependence Analysis for Recursively Task-Parallel Programs. 933-942 - Olga Pearce, Todd Gamblin, Bronis R. de Supinski, Martin Schulz
, Nancy M. Amato:
MPMD Framework for Offloading Load Balance Computation. 943-952 - Matteo Turilli
, Feng Liu, Zhao Zhang, André Merzky, Michael Wilde, Jon B. Weissman, Daniel S. Katz
, Shantenu Jha
:
Integrating Abstractions to Enhance the Execution of Distributed Applications. 953-962
Session 24: GPUs
- Cheng Wang, Sunita Chandrasekaran, Barbara M. Chapman:
cusFFT: A High-Performance Sparse Fast Fourier Transform Algorithm on GPUs. 963-972 - Zhongliang Chen, David R. Kaeli:
Balancing Scalar and Vector Execution on GPU Architectures. 973-982 - Ching-Hsiang Chu, Khaled Hamidouche, Akshay Venkatesh, Dip Sankar Banerjee
, Hari Subramoni, Dhabaleswar K. Panda:
Exploiting Maximal Overlap for Non-Contiguous Data Movement Processing on Modern GPU-Enabled Systems. 983-992 - Jieyang Chen, Xin Liang, Zizhong Chen
:
Online Algorithm-Based Fault Tolerance for Cholesky Decomposition on Heterogeneous Systems with GPUs. 993-1002
Session 25: Scheduling
- Venkatesan T. Chakaravarthy, Sreyash Kenkre, Sakib A. Mondal
, Vinayaka Pandit, Yogish Sabharwal:
Reusable Resource Scheduling via Colored Interval Covering. 1003-1012 - Shaurya Ahuja, Kefu Lu, Benjamin Moseley:
Partitioned Feasibility Tests for Sporadic Tasks on Heterogeneous Machines. 1013-1020 - Emmanuel Agullo, Olivier Beaumont
, Lionel Eyraud-Dubois, Suraj Kumar:
Are Static Schedules so Bad? A Case Study on Cholesky Factorization. 1021-1030
Session 26: System Software
- Sameer Kumar, Sameh Sharkawi, K. A. Nysal Jan:
Optimization and Analysis of MPI Collective Communication on Fat-Tree Networks. 1031-1040 - Balazs Gerofi, Masamichi Takagi, Atsushi Hori, Gou Nakamura, Tomoki Shirasawa, Yutaka Ishikawa:
On the Scalability, Performance Isolation and Device Driver Transparency of the IHK/McKernel Hybrid Lightweight Kernel. 1041-1050 - Fan Yang, Andrew A. Chien:
ZCCloud: Exploring Wasted Green Power for High-Performance Computing. 1051-1060 - Umesh Deshpande, Danny Chan, Ten-Young Guh, James Edouard, Kartik Gopalan
, Nilton Bila:
Agile Live Migration of Virtual Machines. 1061-1070
Session 27: Security and Fault Tolerance
- Mohammad Roohitavaf, Yiyan Lin, Sandeep S. Kulkarni:
Lazy Repair for Addition of Fault-Tolerance to Distributed Programs. 1071-1080 - Fangting Huang, Dan Feng, Wen Xia, Wen Zhou, Yucheng Zhang, Min Fu, Chuntao Jiang, Yukun Zhou:
Security RBSG: Protecting Phase Change Memory with Security-Level Adjustable Dynamic Mapping. 1081-1090 - Travis Boraten, Avinash Karanth Kodi:
Mitigation of Denial of Service Attack with Hardware Trojans in NoC Architectures. 1091-1100 - Omer Subasi, Osman S. Ünsal, Jesús Labarta
, Gulay Yalcin, Adrián Cristal:
CRC-Based Memory Reliability for Task-Parallel HPC Applications. 1101-1112
Session 28: Data Streaming
- Rajkumar Kettimuthu, Gagan Agrawal, P. Sadayappan, Ian T. Foster:
Differentiated Scheduling of Response-Critical and Best-Effort Wide-Area Data Transfers. 1113-1122 - Indranil Roy, Ankit Srivastava, Marziyeh Nourian, Michela Becchi, Srinivas Aluru:
High Performance Pattern Matching Using the Automata Processor. 1123-1132 - Chandima Hewa Nadungodage, Yuni Xia, John Jaehwan Lee
:
GPU-Accelerated Outlier Detection for Continuous Data Streams. 1133-1142 - Thilina Buddhika, Shrideep Pallickara:
NEPTUNE: Real Time Stream Processing for Internet of Things and Sensing Environments. 1143-1152

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