Advanced Computer Architecture 12th Conference ACA 2018 Yingkou China August 10 11 2018 Proceedings 1st edition by Chao Li 9811324239 9789811324239

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ISBN-10 :  9811324239 

ISBN-13 :  9789811324239

Author:  Chao Li 

This book constitutes the refereed proceedings of the 12th Annual Conference on Advanced Computer Architecture, ACA 2018, held in Yingkou, China, in August 2018.  The 17 revised full papers presented were carefully reviewed and selected from 80 submissions. The papers of this volume are organized in topical sections on: accelerators; new design explorations; towards efficient ML/AI; parallel computing system.

Advanced Computer Architecture 12th Conference ACA 2018 Yingkou China August 10 11 2018 Proceedings 1st Table of contents:

1. A Scalable FPGA Accelerator for Convolutional Neural Networks
2. Memory Bandwidth and Energy Efficiency Optimization of Deep Convolutional Neural Network Accelerators
3. Research on Parallel Acceleration for Deep Learning Inference Based on Many-Core ARM Platform
4. Research on Acceleration Method of Speech Recognition Training
5. New Design Explorations
6. A Post-link Prefetching Based on Event Sampling
7. The Design of Reconfigurable Instruction Set Processor Based on ARM Architecture
8. Stateful Forward-Edge CFI Enforcement with Intel MPX
9. Analytical Two-Level Near Threshold Cache Exploration for Low Power Biomedical Applications
10. DearDRAM: Discard Weak Rows for Reducing DRAM’s Refresh Overhead
11. Towards Efficient ML/AI
12. EffectFace: A Fast and Efficient Deep Neural Network Model for Face Recognition
13. A Power Efficient Hardware Implementation of the IF Neuron Model
14. paraSNF: An Parallel Approach for Large-Scale Similarity Network Fusion
15. An Experimental Perspective for Computation-Efficient Neural Networks Training
16. Parallel Computing System
17. Distributed Data Load Balancing for Scalable Key-Value Cache Systems
18. Performance Analysis and Optimization of Cyro-EM Structure Determination in RELION-2
19. The Checkpoint-Timing for Backward Fault-Tolerant Schemes
20. Quota-constrained Job Submission Behavior at Commercial Supercomputer

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