Network and Parallel Computing 15th IFIP WG 10.3 International Conference, NPC 2018, Muroran, Japan, November 29 - December 1, 2018, Proceedings /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Zhang, Feng (Editor, http://id.loc.gov/vocabulary/relators/edt), Zhai, Jidong (Editor, http://id.loc.gov/vocabulary/relators/edt), Snir, Marc (Editor, http://id.loc.gov/vocabulary/relators/edt), Jin, Hai (Editor, http://id.loc.gov/vocabulary/relators/edt), Kasahara, Hironori (Editor, http://id.loc.gov/vocabulary/relators/edt), Valero, Mateo (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: Theoretical Computer Science and General Issues ; 11276
• Subjects: Computer organization.; Operating systems (Computers).; Logic design.; Optical data processing.; Artificial intelligence.; Data protection.; Computer Systems Organization and Communication Networks.; Operating Systems.; Logic Design.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Artificial Intelligence.; Security.

This book constitutes the proceedings of the 15th IFIP International Conference on Network and Parallel Computing, NPC 2018, held in Muroran, Japan, in November/December 2018. The 22 full and 12 short papers presented in this volume were carefully reviewed and selected from 72 submissions. The paper...

Table of Contents:

• CNLoc: Channel State Information Assisted Indoor WLAN Localization Using Nomadic Access Points
• ALOR: Adaptive Layout Optimization of Raft Groups for Heterogeneous Distributed Key-Value Stores
• STrieGD: A Sampling Trie Indexed Compression Algorithm for Large-Scale Gene Data
• On Retargeting the AI Programming Framework to New Hardwares
• An Efficient Method For Determining Full Point-to-point Latency Of Arbitrary Indirect HPC Networks
• KT-Store: A Key-Order and Write-Order Hybrid Key-Value Store with High Write and Range-query Performance
• GRAM: A GPU-based Property Graph Traversal and Query for HPC Rich Metadata Management
• GPU-Accelerated Clique Tree Propagation for Pouch Latent Tree Models
• HPC-SFI: System-level Fault Injection for High Performance Computing Systems
• Data Fine-pruning: A Simple Way to Accelerate Neural Network Training
• Balancing the QOS and Security in Dijkstra Algorithm by SDN Technology
• Labeled Network Stack: A Co-Designed Stack for Low Tail-Latency and High Concurrency in Datacenter Services
• A Deep Learning Approach for Network Anomaly Detection based on AMF-LSTM
• FSObserver: A Performance Measurement and Monitoring Tool for Distributed Storage Systems
• vGrouper: Optimizing the Performance of Parallel Jobs in Xen by Increasing Synchronous Execution of Virtual Machines
• Systolic Array Based Accelerator and Algorithm Mapping for Deep Learning Algorithms
• A Fine-grained Performance Bottleneck Analysis Method for HDFS
• Mimir+ : An Optimized Framework of MapReduce on Heterogeneous High-Performance Computing System
• DLIR: An Intermediate Representation for Deep Learning Processors
• GPU Memory Management Solution Supporting Incomplete Pages
• Leveraging Subgraph Extraction for Performance Portable Programming Frameworks on DL Accelerators
• An Intelligent Parking Scheduling Algorithm based on Traffic and Driver Behavior Predictions. .