2022 7th International Conference on Computer and Communication Systems (ICCCS)最新文献_第5页

Research on Optimal Selection of Data Flow Control Strategies for Real-Time Ethernet 实时以太网数据流控制策略的优化选择研究

2022 7th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2022-04-22 DOI: 10.1109/icccs55155.2022.9846693

Lin Zhao, Yang Li, Yongjian Zhang, Feng He

引用次数: 0

Research on Laser Radar Indoor Positioning 激光雷达室内定位技术研究

2022 7th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2022-04-22 DOI: 10.1109/icccs55155.2022.9846358

Pengrui Gao, Jijiang Xu, Ruijun Jing, Zhiguo Zhao, Wenhao Zhang, Feifei Zhang

引用次数: 0

A Novel Knowledge Recommendation Method for Online Arts Education 一种新的在线艺术教育知识推荐方法

2022 7th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2022-04-22 DOI: 10.1109/icccs55155.2022.9845857

Gang Li, Ben Zhou

引用次数: 0

Deblur-CycleGAN: A Generative Cyclic Approach for Image Blind Motion Deblurring Deblur-CycleGAN:一种图像盲运动去模糊的生成循环方法

2022 7th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2022-04-22 DOI: 10.1109/icccs55155.2022.9846120

Ali Syed Saqlain, Songyuan Yu, Li-Yun Wang, Tanvir Ahmad, Z. Abidin

引用次数: 0

STAFF: A Model for Structure Layout Optimization STAFF:结构布局优化模型

2022 7th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2022-04-22 DOI: 10.1109/icccs55155.2022.9846314

Zhuorui Ning, Naijie Gu, Junjie Su, Dongsheng Qi

{"title":"STAFF: A Model for Structure Layout Optimization","authors":"Zhuorui Ning, Naijie Gu, Junjie Su, Dongsheng Qi","doi":"10.1109/icccs55155.2022.9846314","DOIUrl":"https://doi.org/10.1109/icccs55155.2022.9846314","url":null,"abstract":"Structure layout optimization has been proven effective in improving the performance of memory-intensive programs. Field-affinity-based models are widely adopted to guide optimization. It is both important and challenging to improve the models to yield higher optimization results. In response to this issue, this paper proposes STAFF, a new model to guide structure layout optimization. First, STAFF better models data field affinity using the spatial and temporal relations in affinity events (co-accesses of data fields). As a result, it can uniformly capture and distinguish various affinity relations in a fine-grained and time-sensitive manner. Second, it proposes a set of novel methods to estimate the contributions of affinity events with different spatial and temporal relations, and reweight them accordingly. Third, a method is proposed to jointly consider the effects of different data layout transformations, and the effects of the actual byte-arrangement and alignments. It supports a uniform impact estimation for structure layouts derived by applying combinations of structure splitting, structure peeling and field reordering in different sequences. The evaluation shows that, comparing with state-of-the-art methods, STAFF works up to 30% better, with a geometric mean improvement of 5%, demonstrating STAFF’s effectiveness.","PeriodicalId":121713,"journal":{"name":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126771545","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Xlnet Parallel Hybrid Network Sentiment Analysis Based on Sentiment Word Augmentation 基于情感词增强的Xlnet并行混合网络情感分析

2022 7th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2022-04-22 DOI: 10.1109/icccs55155.2022.9845940

Zhizhan Xu, Yikui Liao, Siqi Zhan

{"title":"Xlnet Parallel Hybrid Network Sentiment Analysis Based on Sentiment Word Augmentation","authors":"Zhizhan Xu, Yikui Liao, Siqi Zhan","doi":"10.1109/icccs55155.2022.9845940","DOIUrl":"https://doi.org/10.1109/icccs55155.2022.9845940","url":null,"abstract":"Aiming at the problem that some sentiment words in sentiment analysis tasks are not highly concerned and it is difficult to capture the long-distance dependence between sentences, a parallel mixed sentiment analysis network EXLNnet-BG-Att-CNN that integrates the characteristics of sentiment words is proposed. First of all, the basic emotion dictionary used is HowNet, Dalian University of Technology Chinese Emotion Dictionary Database, and National Taiwan University's Emotion Dictionary, combined with the additional expansion of related emotional polarity words, to obtain a more targeted emotional dictionary and design An emotional word selection segmentation algorithm (DicSentencePieceSelect) is proposed. Secondly, use XLNnet to encode the sentence and the vectors processed by the dictionary word selection algorithm respectively to obtain the deep semantic features of the text and merge them. Then, the feature vectors are input into the parallel network of BiGRU-ATT and TextCNN respectively, and the dual attention mechanism is used, which can not only take into account the advantages of the global features of the text sequence, but also further extract local features to achieve semantic enhancement. Finally, the output vectors of the various networks are fused, and the activation-pooling layer is used to avoid the occurrence of over-fitting. Compared with multiple existing models, the accuracy rate of Acc is higher, and the accuracy rate of the model reaches 96.05%.","PeriodicalId":121713,"journal":{"name":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","volume":"135 3-4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114109990","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Research on Significance-based Multi-scale Representation Method for Railway Spatial Data 基于显著性的铁路空间数据多尺度表示方法研究

2022 7th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2022-04-22 DOI: 10.1109/icccs55155.2022.9846383

Zhibo Cheng, Yanhua Wu, Zheqian Liu

引用次数: 0

Apla+: a Practical Service-oriented Programming Language for Service Orchestration 用于服务编排的实用面向服务编程语言

2022 7th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2022-04-22 DOI: 10.1109/icccs55155.2022.9846685

Wuping Xie, Song Wan, Dongming Jiang

{"title":"Apla+: a Practical Service-oriented Programming Language for Service Orchestration","authors":"Wuping Xie, Song Wan, Dongming Jiang","doi":"10.1109/icccs55155.2022.9846685","DOIUrl":"https://doi.org/10.1109/icccs55155.2022.9846685","url":null,"abstract":"Service-oriented paradigm utilizes simple small-scale services as fundamental elements for developing applications which are complex large-scale services. efficiently orchestrating services in a platform-independent and dynamic way is still desired as the service-oriented computing depicting. We concentrate on modeling the characteristics of services under the view of clearly distinguishing between service and resource providing service, then propose a practical and effective service-oriented programming language Apla+ based on PAR. The language emphasizes on not only combining services provided by others, but also developing atomic services. Meanwhile, a fascinating architecture is raised to invoke various resources which remain unchanged on account of establishing the relationship between the resources and the services. Then both the service provider and the service consumer pay attention on their concerns via separating service orchestration and atomic services development, and services can be modeled conveniently through providing a higher level of abstraction. Finally we also give a case study to illustrate the feasibility of this language.","PeriodicalId":121713,"journal":{"name":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127845167","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Design of Fast Transceiver Module Based on DDS 基于DDS的快速收发模块设计

2022 7th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2022-04-22 DOI: 10.1109/icccs55155.2022.9846254

Yu Sun, Zhiying Cao, Shengli Liang, Long Xue

引用次数: 0

A Novel Image Quality Assessment Method for Dehazed Image 一种新的去雾图像质量评价方法

2022 7th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2022-04-22 DOI: 10.1109/icccs55155.2022.9846820

Shuang Wei, Hao Zhou, Yiran Fu, Xinna Shang, Hongyuan Jing

{"title":"A Novel Image Quality Assessment Method for Dehazed Image","authors":"Shuang Wei, Hao Zhou, Yiran Fu, Xinna Shang, Hongyuan Jing","doi":"10.1109/icccs55155.2022.9846820","DOIUrl":"https://doi.org/10.1109/icccs55155.2022.9846820","url":null,"abstract":"In order to measure the effectiveness of dehazing algorithm, we need an objective and fair defogging quality evaluation algorithm to evaluate the effect of image defogging. Image quality is an important metric to compare the performance of defogging algorithms and optimize system parameters. At present, Image Quality Assessment (IQA) methods can be divided into subjective evaluation method and objective evaluation method. In view of the extensive application of Structure Similarity Index Measure (SSIM) and Peak-Signal to Noise Ratio (PSNR) in objective evaluation methods, this paper designed a questionnaire and published it on the Internet to discuss the relationship between SSIM and PSNR and study their relationship with subjective quality evaluation methods. We collected 88 volunteers from all walks of life and invited them to fill out a questionnaire designed by us. In addition, this paper also proposes a new subjective evaluation method. Inspired by the dual-stimulus loss classification method, we design a new scoring mechanism. The results show that SSIM and PSNR have high correlation, and the degree of their linear correlation fusion is different from subjective evaluation method.","PeriodicalId":121713,"journal":{"name":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116353052","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0