Computer Systems Science and Engineering最新文献_第5页

Artificial Algae Optimization with Deep Belief Network Enabled Ransomware Detection in IoT Environment 基于深度信念网络的人工藻类优化物联网环境下的勒索软件检测

IF 2.2 4区计算机科学

Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.035589

M. Duhayyim, Heba G. Mohamed, Fadwa M. Alrowais, F. Al-Wesabi, A. Hilal, Abdelwahed Motwakel

引用次数: 0

Leveraging Retinal Fundus Images with Deep Learning for Diabetic Retinopathy Grading and Classification 基于深度学习的视网膜眼底图像用于糖尿病视网膜病变分级和分类

IF 2.2 4区计算机科学

Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.036455

Mohammad Yamin, Sarah B. Basahel, Saleh Bajaba, Mona Abusurrah, E. Lydia

引用次数: 0

Reliable Failure Restoration with Bayesian Congestion Aware for Software Defined Networks 基于贝叶斯拥塞感知的软件定义网络可靠故障恢复

IF 2.2 4区计算机科学

Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.034509

Babangida Isyaku, K. AbuBakar, W. Nagmeldin, Abdelzahir Abdelmaboud, Faisal Saeed, Fuad A. Ghaleb

引用次数: 2

De-Noising Brain MRI Images by Mixing Concatenation and Residual Learning (MCR) 混合拼接和残差学习(MCR)对脑MRI图像去噪

IF 2.2 4区计算机科学

Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.032508

Kazim Ali, Adnan N. Qureshi, Muhammad Shahid Bhatti, A. Sohail, Muhammad Hijji, A. Saeed

引用次数: 0

Enhancing Bandwidth Utilization of IP Telephony Over IPv6 Networks 提高IPv6网络上IP电话的带宽利用率

IF 2.2 4区计算机科学

Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.024338

Hani Al-Mimi, Yousef Alrabanah, Mosleh M. Abu-Alhaj, Sumaya N. Al-Khatib

{"title":"Enhancing Bandwidth Utilization of IP Telephony Over IPv6 Networks","authors":"Hani Al-Mimi, Yousef Alrabanah, Mosleh M. Abu-Alhaj, Sumaya N. Al-Khatib","doi":"10.32604/csse.2023.024338","DOIUrl":"https://doi.org/10.32604/csse.2023.024338","url":null,"abstract":"The demand for the telecommunication services, such as IP telephony, has increased dramatically during the COVID-19 pandemic lockdown. IP telephony should be enhanced to provide the expected quality. One of the issues that should be investigated in IP telephony is bandwidth utilization. IP telephony produces very small speech samples attached to a large packet header. The header of the IP telephony consumes a considerable share of the bandwidth allotted to the IP telephony. This wastes the network's bandwidth and influences the IP telephony quality. This paper proposes a mechanism (called Smallerize) that reduces the bandwidth consumed by both the speech sample and the header. This is achieved by assembling numerous IP telephony packets in one header and use the header's fields to carry the speech sample. Several metrics have been used to measure the achievement Smallerize mechanism. The number of calls has been increased by 245.1% compared to the typical mechanism. The bandwidth saving has also reached 68% with the G.28 codec. Therefore, Smallerize is a possible mechanism to enhance bandwidth utilization of the IP telephony.","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83352638","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Improving QoS Using Mobility-Based Optimized Multipath Routing Protocol in MANET 基于移动性的MANET优化多径路由协议提高QoS

IF 2.2 4区计算机科学

Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.033392

S. J. Sangeetha, T. Rajendran

引用次数: 0

CBOE Volatility Index Forecasting under COVID-19: An Integrated BiLSTM-ARIMA-GARCH Model 基于BiLSTM-ARIMA-GARCH模型的2019冠状病毒病疫情下CBOE波动率指数预测

IF 2.2 4区计算机科学

Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.033247

Min Hyung Park, Dongyan Nan, Yerin Kim, Jang-Hyun Kim

引用次数: 0

CEER: Cooperative Energy-Efficient Routing Mechanism for Underwater Wireless Sensor Networks Using Clusters 基于集群的水下无线传感器网络协同节能路由机制

IF 2.2 4区计算机科学

Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.034489

Sayyed Mudassar Shah, Tariq Hussain, B. Shah, Farman Ali, Khalid Zaman, K. Kwak

{"title":"CEER: Cooperative Energy-Efficient Routing Mechanism for Underwater Wireless Sensor Networks Using Clusters","authors":"Sayyed Mudassar Shah, Tariq Hussain, B. Shah, Farman Ali, Khalid Zaman, K. Kwak","doi":"10.32604/csse.2023.034489","DOIUrl":"https://doi.org/10.32604/csse.2023.034489","url":null,"abstract":"Underwater acoustic sensor networks (UWASNs) aim to find varied offshore ocean monitoring and exploration applications. In most of these applications, the network is composed of several sensor nodes deployed at different depths in the water. Sensor nodes located at depth on the seafloor cannot invariably communicate with nodes close to the surface level; these nodes need multihop communication facilitated by a suitable routing scheme. In this research work, a Cluster-based Cooperative Energy Efficient Routing (CEER) mechanism for UWSNs is proposed to overcome the shortcomings of the Co-UWSN and LEACH mechanisms. The optimal role of clustering and cooperation provides load balancing and improves the network profoundly. The simulation results using MATLAB show better performance of CEER routing protocol in terms of various parameters as compared to Co-UWSN routing protocol, i.e., the average end-to-end delay of CEER was 17.39, Co-UWSN was 55.819 and LEACH was 70.08. In addition, the average total energy consumption of CEER was 9.273, Co-UWSN was 12.198, and LEACH was 45.33. The packet delivery ratio of CEER was 53.955, CO-UWSN was 42.047, and LEACH was 30.31. The stability period CEER was 130.9, CO-UWSN was 129.3, and LEACH was 119.1. The obtained results maximized the lifetime and improved the overall performance of the CEER routing protocol.","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84722278","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 5

Hybrid Approach for Privacy Enhancement in Data Mining Using Arbitrariness and Perturbation 利用任意和扰动增强数据挖掘中隐私的混合方法

IF 2.2 4区计算机科学

Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.029074

B. Murugeshwari, S. Rajalakshmi, K. Sudharson

{"title":"Hybrid Approach for Privacy Enhancement in Data Mining Using Arbitrariness and Perturbation","authors":"B. Murugeshwari, S. Rajalakshmi, K. Sudharson","doi":"10.32604/csse.2023.029074","DOIUrl":"https://doi.org/10.32604/csse.2023.029074","url":null,"abstract":"Imagine numerous clients, each with personal data; individual inputs are severely corrupt, and a server only concerns the collective, statistically essential facets of this data. In several data mining methods, privacy has become highly critical. As a result, various privacy-preserving data analysis technologies have emerged. Hence, we use the randomization process to reconstruct composite data attributes accurately. Also, we use privacy measures to estimate how much deception is required to guarantee privacy. There are several viable privacy protections; however, determining which one is the best is still a work in progress. This paper discusses the difficulty of measuring privacy while also offering numerous random sampling procedures and statistical and categorized data results. Furthermore, this paper investigates the use of arbitrary nature with perturbations in privacy preservation. According to the research, arbitrary objects (most notably random matrices) have \"predicted\" frequency patterns. It shows how to recover crucial information from a sample damaged by a random number using an arbitrary lattice spectral selection strategy. This filtration system's conceptual framework posits, and extensive practical findings indicate that sparse data distortions preserve relatively modest privacy protection in various situations. As a result, the research framework is efficient and effective in maintaining data privacy and security.","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82032322","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

Energy Efficient Unequal Fault Tolerance Clustering Approach 节能不等容错聚类方法

IF 2.2 4区计算机科学

Computer Systems Science and Engineering Pub Date : 2023-01-01 DOI: 10.32604/csse.2022.021924

Sowjanya Ramisetty, Divya Anand, Kavita, Sahil Verma, Noor Zaman Jhanjhi, Mehedi Masud, M. Baz

引用次数: 0