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ORCIDIPDPS 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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