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2020 IEEE 27th International Conference on High Performance Computing, Data, and Analytics (HiPC)

Dec. 16 2020 to Dec. 19 2020

Pune, India

ISBN: 978-1-6654-2292-5

Table of Contents

[Title page]Freely available from IEEE.pp. 1-1
[Title page]Freely available from IEEE.pp. 1-1
[Copyright notice]Freely available from IEEE.pp. 1-1
Table of ContentsFreely available from IEEE.pp. v-ix
Message from the General Co-chairsFreely available from IEEE.pp. x-xi
Message from the Program ChairsFreely available from IEEE.pp. xii-xiii
HiPC 2020 ORGANIZATIONFreely available from IEEE.pp. xiv-xv
HiPC 2020 Technical Program CommitteeFreely available from IEEE.pp. xvi-xviii
Computing and Data Challenges in Climate ChangeFull-text access may be available. Sign in or learn about subscription options.pp. xix-xix
by Katherine Yelick
Role of HPC in next-generation AIFull-text access may be available. Sign in or learn about subscription options.pp. xx-xx
by Animashree Anandkumar
Breaking the Scalability WallFull-text access may be available. Sign in or learn about subscription options.pp. xxi-xxi
by Fabrizio Petrini
HiPC 2020 Industry SponsorsFreely available from IEEE.pp. xxii-xxii
27th IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC 2020) Technical programFreely available from IEEE.pp. xxiii-xxvi
SimGQ: Simultaneously Evaluating Iterative Graph QueriesFull-text access may be available. Sign in or learn about subscription options.pp. 1-10
by Chengshuo Xu, Abbas Mazloumi, Xiaolin Jiang, Rajiv Gupta
WarpCore: A Library for fast Hash Tables on GPUsFull-text access may be available. Sign in or learn about subscription options.pp. 11-20
by Daniel Jünger, Robin Kobus, André Müller, Christian Hundt, Kai Xu, Weiguo Liu, Bertil Schmidt
Towards High Performance, Portability, and Productivity: Lightweight Augmented Neural Networks for Performance PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 21-30
by Ajitesh Srivastava, Naifeng Zhang, Rajgopal Kannan, Viktor K. Prasanna
Performance Optimization and Scalability Analysis of the MGB Hydrological ModelFull-text access may be available. Sign in or learn about subscription options.pp. 31-40
by Henrique R. A. Freitas, Celso L. Mendes, Aleksandar Ilic
Exploring Task Parallelism for the Multilevel Fast Multipole AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 41-50
by Michael P. Lingg, Stephen M. Hughey, Doğa Dikbayir, Balasubramaniam Shanker, Hasan Metin Aktulga
SparsePipe: Parallel Deep Learning for 3D Point CloudsFull-text access may be available. Sign in or learn about subscription options.pp. 51-61
by Keke Zhai, Pan He, Tania Banerjee, Anand Rangarajan, Sanjay Ranka
HyPR: Hybrid Page Ranking on Evolving GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 62-71
by Hemant Kumar Giri, Mridul Haque, Dip Sankar Banerjee
Distributing Sparse Matrix/Graph Applications in Heterogeneous Clusters - an Experimental StudyFull-text access may be available. Sign in or learn about subscription options.pp. 72-81
by Charilaos Tzovas, Maria Predari, Henning Meyerhenke
Processor Pipelining Method for Efficient Deep Neural Network Inference on Embedded DevicesFull-text access may be available. Sign in or learn about subscription options.pp. 82-90
by Akshay Parashar, Arun Abraham, Deepak Chaudhary, Vikram Nelvoy Rajendiran
Avoiding Communication in Logistic RegressionFull-text access may be available. Sign in or learn about subscription options.pp. 91-100
by Aditya Devarakonda, James Demmel
A Parallel and Scalable Framework for Insider Threat DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 101-110
by Abdoulaye Diop, Nahid Emad, Thierry Winter
Blink: Towards Efficient RDMA-based Communication Coroutines for Parallel Python ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 111-120
by Aamir Shafi, Jahanzeb Maqbool Hashmi, Hari Subramoni, Dhabaleswar K. Panda
Content-defined Merkle Trees for Efficient Container DeliveryFull-text access may be available. Sign in or learn about subscription options.pp. 121-130
by Yuta Nakamura, Raza Ahmad, Tanu Malik
Model Checking as a Service using Dynamic Resource ScalingFull-text access may be available. Sign in or learn about subscription options.pp. 131-140
by Surya Teja Palavalasa, Yuvraj Singh, Adhish Singla, Suresh Purini, Venkatesh Choppella
Parallel Hierarchical Clustering using Rank-Two Nonnegative Matrix FactorizationFull-text access may be available. Sign in or learn about subscription options.pp. 141-150
by Lawton Manning, Grey Ballard, Ramakrishnan Kannan, Haesun Park
Pipelined Preconditioned Conjugate Gradient Methods for Distributed Memory SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 151-160
by Manasi Tiwari, Sathish Vadhiyar
Fair Allocation of Asymmetric Operations in Storage SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 161-170
by Thomas Keller, Peter Varman
A GPU Algorithm for Earliest Arrival Time Problem in Public Transport NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 171-180
by Chirayu Anant Haryan, G. Ramakrishna, Rupesh Nasre, Allam Dinesh Reddy
2D Static Resource Allocation for Compressed Linear Algebra and Communication ConstraintsFull-text access may be available. Sign in or learn about subscription options.pp. 181-191
by Olivier Beaumont, Lionel Eyraud-Dubois, Mathieu Vérité
Algorithms for Preemptive Co-scheduling of Kernels on GPUsFull-text access may be available. Sign in or learn about subscription options.pp. 192-201
by Lionel Eyraud-Dubois, Cristiana Bentes
Understanding HPC Application I/O Behavior Using System Level StatisticsFull-text access may be available. Sign in or learn about subscription options.pp. 202-211
by Arnab K. Paul, Olaf Faaland, Adam Moody, Elsa Gonsiorowski, Kathryn Mohror, Ali R. Butt
AMCilk: A Framework for Multiprogrammed Parallel WorkloadsFull-text access may be available. Sign in or learn about subscription options.pp. 212-222
by Zhe Wang, Chen Xu, Kunal Agrawal, Jing Li
Extending SLURM for Dynamic Resource-Aware Adaptive Batch SchedulingFull-text access may be available. Sign in or learn about subscription options.pp. 223-232
by Mohak Chadha, Jophin John, Michael Gerndt
On the Marriage of Asynchronous Many Task Runtimes and Big Data: A GlanceFull-text access may be available. Sign in or learn about subscription options.pp. 233-242
by Joshua Suetterlein, Joseph Manzano, Andres Marquez, Guang R Gao
Exposing data locality in HPC-based systems by using the HDFS backendFull-text access may be available. Sign in or learn about subscription options.pp. 243-250
by Jose Rivadeneira, Felix Garcia-Carballeira, Jesus Carretero, Javier Garcia-Blas
PufferFish: NUMA-Aware Work-stealing Library using Elastic TasksFull-text access may be available. Sign in or learn about subscription options.pp. 251-260
by Vivek Kumar
Design and Study of Elastic Recovery in HPC ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 261-270
by Kai Keller, Konstantinos Parasyris, Leonardo Bautista-Gomez
Accelerating Force-directed Graph Layout with Processing-in-Memory ArchitectureFull-text access may be available. Sign in or learn about subscription options.pp. 271-282
by Ruihao Li, Shuang Song, Qinzhe Wu, Lizy K. John
Nonblocking Persistent Software Transactional MemoryFull-text access may be available. Sign in or learn about subscription options.pp. 283-293
by H. Alan Beadle, Wentao Cai, Haosen Wen, Michael L. Scott
GPU-FPtuner: Mixed-precision Auto-tuning for Floating-point Applications on GPUFull-text access may be available. Sign in or learn about subscription options.pp. 294-304
by Ruidong Gu, Michela Becchi
Batched Small Tensor-Matrix Multiplications on GPUsFull-text access may be available. Sign in or learn about subscription options.pp. 305-314
by Keke Zhai, Tania Banerjee, Adeesha Wijayasiri, Sanjay Ranka
Temporal Based Intelligent LRU Cache ConstructionFull-text access may be available. Sign in or learn about subscription options.pp. 315-322
by Pavan Nittur, Anuradha Kanukotla, Narendra Mutyala
Boosting LSTM Performance Through Dynamic Precision SelectionFull-text access may be available. Sign in or learn about subscription options.pp. 323-333
by Franyell Silfa, Jose Maria Arnau, Antonio González
Author IndexFreely available from IEEE.pp. 335-336
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