2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA)最新文献_第3页

Orchestrating Apache NiFi/MiNiFi within a Spatial Data Pipeline 在空间数据管道中编排Apache NiFi/MiNiFi

2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA) Pub Date : 2023-05-23 DOI: 10.1109/SERA57763.2023.10197731

Chase D. Carthen, Araam Zaremehrjardi, Vinh D. Le, Carlos Cardillo, S. Strachan, A. Tavakkoli, F. Harris, S. Dascalu

{"title":"Orchestrating Apache NiFi/MiNiFi within a Spatial Data Pipeline","authors":"Chase D. Carthen, Araam Zaremehrjardi, Vinh D. Le, Carlos Cardillo, S. Strachan, A. Tavakkoli, F. Harris, S. Dascalu","doi":"10.1109/SERA57763.2023.10197731","DOIUrl":"https://doi.org/10.1109/SERA57763.2023.10197731","url":null,"abstract":"In many smart city projects, a common choice to capture spatial information is the inclusion of LiDAR data, but this decision will often invoke severe growing pains within the existing infrastructure. In this paper, we introduce a data pipeline that orchestrates Apache NiFi (NiFi), Apache MiNiFi (MiNiFi), and several other tools as an automated solution in order to relay and archive LiDAR data captured by deployed edge devices. The LiDAR sensors utilized within this workflow are Velodyne Ultra Pucks sensors that capture at a rate of 10 frames per second and produces 6-7 GB packet capture (PCAP) files per hour. By both compressing the file after capturing it and compressing the file in real-time, we discovered that gzip produced a file of 5 GB and saved about 5 minutes in transmission time to NiFi, as well as saving considerable CPU time when compressing the file in real-time. Alternatively, we chose XZ as the compression algorithm for the ingestion of LiDAR data onto an institution compute cluster due to its high compression ratio. In order to evaluate the capabilities of our system design, the features of this data pipeline were compared against existing third-party services, namely Globus and RSync.","PeriodicalId":211080,"journal":{"name":"2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA)","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117158384","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

Novel Music Genre Classification System Using Transfer Learning on a Small Dataset 基于小数据集迁移学习的新型音乐类型分类系统

2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA) Pub Date : 2023-05-23 DOI: 10.1109/SERA57763.2023.10197805

Yang Wang, T. Goto, Tadaaki Kirisima, K. Tsuchida

引用次数: 0

Identifying Code Tampering Using A Bytecode Comparison Analysis Tool 使用字节码比较分析工具识别代码篡改

2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA) Pub Date : 2023-05-23 DOI: 10.1109/SERA57763.2023.10197775

Young Lee, Arlen P. McDonald, Jeong Yang

{"title":"Identifying Code Tampering Using A Bytecode Comparison Analysis Tool","authors":"Young Lee, Arlen P. McDonald, Jeong Yang","doi":"10.1109/SERA57763.2023.10197775","DOIUrl":"https://doi.org/10.1109/SERA57763.2023.10197775","url":null,"abstract":"The issues related to SolarWinds attacks point out a large concern with modern software development projects in that there are fundamental flaws with existing security infrastructure. The purpose of this research is to investigate to what extent can the SootDiff analysis tool, a bytecode comparison tool, be used to determine if an application has been tampered with by comparing a known good version with a version that is unknown. The compiled and decompiled bytecodes as Jimple representations were compared to analyze the unique differences in identifying code tempering. The results showed that the scope of the variable is important in whether the change was detected. Variables with a scope that was entirely contained within one method could have their names changed without triggering a warning, but global variables to objects could not. The parameter variable and the local variable behave differently. Since the parameter is in the publicly available part of the method Java treats it the same way as it does the global variable. The local variable is strictly private to the method and not made available to the outside. Such findings can support the analysis tool which is useful for identifying potential breaches to detect meaningful changes in code even if it is decompiled.","PeriodicalId":211080,"journal":{"name":"2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA)","volume":"216 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115513094","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

ProvSec: Cybersecurity System Provenance Analysis Benchmark Dataset ProvSec:网络安全系统来源分析基准数据集

2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA) Pub Date : 2023-05-23 DOI: 10.1109/SERA57763.2023.10197743

Madhukar Shrestha, Y. Kim, Jeehyun Oh, J. Rhee, Yung Ryn Choe, Fei Zuo, M. Park, Gang Qian

引用次数: 1

PowerGrader: Automating Code Assessment Based on PowerShell for Programming Courses PowerGrader:基于PowerShell的编程课程自动代码评估

2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA) Pub Date : 2023-05-23 DOI: 10.1109/SERA57763.2023.10197671

Fei Zuo, J. Rhee, M. Park, Gang Qian

{"title":"PowerGrader: Automating Code Assessment Based on PowerShell for Programming Courses","authors":"Fei Zuo, J. Rhee, M. Park, Gang Qian","doi":"10.1109/SERA57763.2023.10197671","DOIUrl":"https://doi.org/10.1109/SERA57763.2023.10197671","url":null,"abstract":"Programming courses in colleges often involve a myriad of coding assignments, which brings heavy grading workloads for instructors. To alleviate this problem, automatic programming evaluation tools are becoming more of a requirement than an option. However, after considering the actual requirements in our teaching practice, we have noticed that the current solutions still suffer from shortcomings and limitations. In the process of addressing the challenges, we propose and implement a brand new code assessment application based on PowerShell, which shows both extendibility and configurability. In particular, we integrate both black-box testing and the lexical analysis into the system, thus achieving a customized solution to meet specific requirements. This paper presents the architecture and design of our automatic code assessment application. Furthermore, we conduct empirical evaluations on the proposed system following the Technology Acceptance Model, and also investigate the drawbacks of manual assessment of coding assignments in terms of reliability and fairness. Finally, the evaluations demonstrate the effectiveness of our proposed auto-grader in facilitating the code assessment targeting college-level programming courses.","PeriodicalId":211080,"journal":{"name":"2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130543041","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

Split and Federated Learning with Mobility in Vehicular Edge Computing 车辆边缘计算中具有移动性的分离和联合学习

2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA) Pub Date : 2023-05-23 DOI: 10.1109/SERA57763.2023.10197801

Sung-woo Moon, Y. Lim

{"title":"Split and Federated Learning with Mobility in Vehicular Edge Computing","authors":"Sung-woo Moon, Y. Lim","doi":"10.1109/SERA57763.2023.10197801","DOIUrl":"https://doi.org/10.1109/SERA57763.2023.10197801","url":null,"abstract":"Vehicular edge computing (VEC) is a promising technology to support vehicular applications that leverage machine learning (ML) technology. Due to limited resources of the vehicle, the vehicle uses Split learning (SL) to split the computation of the ML model and offload it to the VEC server (VECS). Federated learning (FL) is also used for data privacy and parallel training of the vehicles. Therefore, SplitFed learning, which combines SL and FL, enables parallel processing, which is an advantage of FL, and reduces the computational burden on the vehicle through ML model split, which is an advantage of SL. However, the SplitFed learning does not consider the mobility of device/vehicle. Therefore, we propose a SplitFed learning with mobility method to minimize the training time of the model. SplitFed learning with mobility method is a migration method of the ML model when the vehicle moves from the current serving VECS to the target VECS. Through simulations, compared with conventional SplitFed learning where the vehicle travels after 50% and 80% of training is completed, the proposed method can reduce training time by about 19-33% for LeNet and by about 22-44% for VGG16, respectively, and does not degrade accuracy of model.","PeriodicalId":211080,"journal":{"name":"2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA)","volume":"116 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124077570","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

Study on Emissions of Environmental Impact in Chemical Industry 化工行业环境影响排放研究

2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA) Pub Date : 2023-05-23 DOI: 10.1109/SERA57763.2023.10197760

Yohei Hara, H. Ono

引用次数: 0

A Dynamic Wireless Sensor Network Deployment Algorithm for Emergency Communications 面向应急通信的动态无线传感器网络部署算法

2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA) Pub Date : 2023-05-23 DOI: 10.1109/SERA57763.2023.10197686

Kubra Gundogan, Nuri Alperen Kose, Khushi Gupta, Damilola Oladimeji, Fan Liang

{"title":"A Dynamic Wireless Sensor Network Deployment Algorithm for Emergency Communications","authors":"Kubra Gundogan, Nuri Alperen Kose, Khushi Gupta, Damilola Oladimeji, Fan Liang","doi":"10.1109/SERA57763.2023.10197686","DOIUrl":"https://doi.org/10.1109/SERA57763.2023.10197686","url":null,"abstract":"The Internet of Things (IoT) connects a huge number of IoT devices, including sensors, actuators, computing nodes, etc. Those IoT devices communicate with each other by using different communication techniques. Generally, LTE, 5G, and WiFi are involved in IoT to support communication. However, it needs considerable communication infrastructures to support wireless communication. An obvious issue is how to create a communication network in some regions that have less communication support. Wireless Sensor Network (WSN) is a kind of wireless ad hoc network, which organizes a huge number of wireless sensors to create a self-organized wireless network. Therefore, the WSN is a potential approach to providing communication in those regions. Since WSN is highly dynamic, how to create the wireless network to provide optimal coverage rate is still open. In this article, we propose a dynamic wireless sensor deployment scenarios that provide optimal coverage rate in a certain region. Our model proposes a coverage rate based on possible disaster scenarios for communication between Base Stations and UAVs. We optimize the Particle Swarm Optimization (PSO) algorithm and find the maximum coverage rate.","PeriodicalId":211080,"journal":{"name":"2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131214898","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

Texture and Orientation-based Feature Extraction for Robust Facial Expression Recognition 基于纹理和方向的鲁棒面部表情识别特征提取

2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA) Pub Date : 2023-05-23 DOI: 10.1109/SERA57763.2023.10197798

Sajidullah S. Khan, Mohammed Bin Abdulrahman Alawairdhi, M. Al-Akhras

引用次数: 0

Towards Integrated Framework for Efficient Educational Software Development 面向高效教育软件开发的集成框架

2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA) Pub Date : 2023-05-23 DOI: 10.1109/SERA57763.2023.10197734

A. Mbiada, Bassey Isong, Francis Lugayizi, A. Abu-Mahfouz

{"title":"Towards Integrated Framework for Efficient Educational Software Development","authors":"A. Mbiada, Bassey Isong, Francis Lugayizi, A. Abu-Mahfouz","doi":"10.1109/SERA57763.2023.10197734","DOIUrl":"https://doi.org/10.1109/SERA57763.2023.10197734","url":null,"abstract":"This paper proposes a framework for creating educational software systems that effectively meet student engagement and pedagogical goals. While different design methodologies have been used in developing educational software, most fail to satisfy the demands of users, stakeholders, and students, making it difficult to incorporate them into daily activities and support optimal learning outcomes. The proposed framework combines important techniques in Scrum, dynamic system development methods, and instructional design models. It comprises seven key phases: initial, instructional orientation, analysis, design, production, integration and implementation, and evaluation. The framework aims to guide the creation of educational software that successfully satisfies teachers' and students' demands and can be easily incorporated into teaching and learning procedures. We present the proposed framework components and compare them with other existing related models. Implementing the framework is expected to improve teaching/ learning, reduce development costs and time.","PeriodicalId":211080,"journal":{"name":"2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116289555","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