عنوان

High performance computing :

شابک

3030206564

شابک

9783030206567

شابک اشتباه

9783030206550

عنوان اصلي

High performance computing :

نام عام مواد

[Book]

ساير اطلاعات عنواني

34th International Conference, ISC High Performance 2019, Frankfurt/Main, Germany, June 16-20, 2019, Proceedings /

نام نخستين پديدآور

edited by Mich?le Weiland, Guido Juckeland, Carsten Trinitis, Ponnuswamy Sadayappan.

محل نشرو پخش و غیره

Cham, Switzerland :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

2019.

نام خاص و کميت اثر

1 online resource (xvi, 352 pages) :

ساير جزييات

illustrations (some color)

عنوان فروست

Lecture notes in computer science ;

عنوان فروست

LNCS sublibrary. SL 1, Theoretical computer science and general issues

مشخصه جلد

11501

متن يادداشت

Includes author index.

متن يادداشت

International conference proceedings.

متن يادداشت

Intro; Preface; Organization; Contents; Architectures, Networks and Infrastructure; Evaluating Quality of Service Traffic Classes on the Megafly Network; 1 Introduction; 2 Exploring Quality of Service on HPC Networks; 3 Evaluation Methodology; 3.1 HPC Simulation Environment; 3.2 Topology and Routing Description; 3.3 Network Configurations; 3.4 Workloads; 3.5 Rank-to-Node Mappings; 4 Quantifying Interference on 1-D Dragonfly and Megafly Networks; 5 Evaluating Quality of Service on Megafly Networks; 5.1 QoS Mechanism I: Prioritizing Entire Applications

متن يادداشت

5.1 Evaluation Using Synthetic Data Analysis5.2 Evaluation for SLOPE and Spark Using Real Applications; 6 Related Work; 7 Conclusions and Future Work; References; A Near-Data Processing Server Architecture and Its Impact on Data Center Applications; 1 Introduction; 2 Related Work; 3 NDP Server Architecture; 3.1 The Architecture of a Conventional Server; 3.2 The New NDP Server Architecture; 4 Implementations; 4.1 Implementation Methodology; 4.2 Implementation of SANS and SFNS; 4.3 Implementation of the Applications; 5 Evaluation; 5.1 Evaluation of FFT & LC & HE

متن يادداشت

5.2 QoS Mechanism II: Prioritizing and Guaranteeing Bandwidth to Latency-Sensitive Operations5.3 Applying QoS Mechanisms to Multiple Application Workloads in Parallel; 6 Related Work; 7 Discussion and Conclusion; References; Artificial Intelligence and Machine Learning; Densifying Assumed-Sparse Tensors; 1 Introduction; 2 Background; 3 Issues with Scaling the Transformer Model; 4 Densifying Assumed-Sparse Tensors; 5 Experimental Results; 5.1 Weak Scaling Performance; 5.2 Strong Scaling; 5.3 Model Accuracy; 6 Discussion; 7 Future Work and Conclusion; References

متن يادداشت

Data, Storage and VisualizationSLOPE: Structural Locality-Aware Programming Model for Composing Array Data Analysis; 1 Introduction; 2 Preliminaries; 2.1 Multidimensional Array; 2.2 User-Defined Function and Programming Model; 3 SLOPE Programming Model; 3.1 Abstract Data Type-Stencil; 3.2 SLOPE Programming Model; 3.3 Example Data Analysis Using SLOPE; 4 Parallel Execution Engine; 4.1 Overview of Parallel Execution Engine; 4.2 Data Partitioning and Halo Layer; 4.3 Data and Computing Scheduling; 4.4 Output Array Dimension; 4.5 Advanced Features; 4.6 Implementation of SLOPE; 5 Evaluation

متن يادداشت

Learning Neural Representations for Predicting GPU Performance1 Introduction; 2 Background and Motivation; 2.1 Related Work; 2.2 Explicit Features; 2.3 Representation Learning; 2.4 Collaborative Filtering; 3 Prediction Model; 3.1 Multi-layer Perceptron Model; 3.2 Multiple Training Objectives; 3.3 Automated Architecture Search; 4 Experiment Setup; 4.1 Machine Specification; 4.2 Benchmarks; 4.3 Methodology; 5 Results and Discussions; 5.1 Performance of Matrix Factorization (R1); 5.2 Performance of Multi-layer Perceptron (R2); 5.3 Training with Additional Metrics (R3); 6 Conclusions; References

بدون عنوان

0

بدون عنوان

8

بدون عنوان

8

بدون عنوان

8

بدون عنوان

8

متن يادداشت

This book constitutes the refereed proceedings of the 34th International Conference on High Performance Computing, ISC High Performance 2019, held in Frankfurt/Main, Germany, in June 2019. The 17 revised full papers presented were carefully reviewed and selected from 70 submissions. The papers cover a broad range of topics such as next-generation high performance components; exascale systems; extreme-scale applications; HPC and advanced environmental engineering projects; parallel ray tracing - visualization at its best; blockchain technology and cryptocurrency; parallel processing in life science; quantum computers/computing; what's new with cloud computing for HPC; parallel programming models for extreme-scale computing; workflow management; machine learning and big data analytics; and deep learning and HPC. --

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783030206567

عنوان اصلي به زبان ديگر

ISC High Performance 2019

موضوع مستند نشده

High performance computing, Congresses.

موضوع مستند نشده

Supercomputers, Congresses.

موضوع مستند نشده

High performance computing.

موضوع مستند نشده

Supercomputers.

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Juckeland, Guido

مستند نام اشخاص تاييد نشده

Sadayappan, P.

مستند نام اشخاص تاييد نشده

Trinitis, Carsten

مستند نام اشخاص تاييد نشده

Weiland, Michèle

مستند نام تنالگان تاييد نشده

ISC High Performance (Conference)(34th :2019 :, Frankfurt am Main, Germany)

تاريخ عمليات

20200823091611.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y