2023 IEEE/ACM 45th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)最新文献

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Handling Communication via APIs for Microservices 通过微服务的api处理通信
Vini Kanvar, Ridhi Jain, Srikanth G. Tamilselvam
{"title":"Handling Communication via APIs for Microservices","authors":"Vini Kanvar, Ridhi Jain, Srikanth G. Tamilselvam","doi":"10.1109/ICSE-NIER58687.2023.00013","DOIUrl":"https://doi.org/10.1109/ICSE-NIER58687.2023.00013","url":null,"abstract":"Enterprises in their journey to the cloud, want to decompose their monolith applications into microservices to maximize cloud benefits. Current research focuses a lot on how to partition the monolith into smaller clusters that perform well across standard metrics like coupling, cohesion etc. However, there is little research done on taking the partitions, identifying their dependencies between the microservices, exploring ways to further reduce the dependencies, and making appropriate code changes to enable robust communication without changing the application behaviour.In this work, we discuss the challenges with the conventional techniques of communication using JSON and propose an alternative way of ID-passing via APIs. We also devise an algorithm to reduce the number of APIs. For this, we construct subgraphs of methods and their associated variables in each class, and relocate them to their more functionally aligned microservices. Our quantitative and qualitative studies on five public Java applications clearly demonstrate that our refactored microservices using ID have decidedly better time and memory complexities than JSON. Our automation reduces 40-60% of the manual refactoring efforts.","PeriodicalId":297025,"journal":{"name":"2023 IEEE/ACM 45th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125127170","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
Auto-Logging: AI-centred Logging Instrumentation 自动日志记录:以ai为中心的日志记录工具
Jasmin Bogatinovski, O. Kao
{"title":"Auto-Logging: AI-centred Logging Instrumentation","authors":"Jasmin Bogatinovski, O. Kao","doi":"10.1109/ICSE-NIER58687.2023.00023","DOIUrl":"https://doi.org/10.1109/ICSE-NIER58687.2023.00023","url":null,"abstract":"Logging in software development plays a crucial role in bug-fixing, maintaining the code and operating the application. Logs are hints created by human software developers that aim to help human developers and operators in identifying root causes for application bugs or other misbehaviour types. They also serve as a bridge between the Devs and the Ops, allowing the exchange of information. The rise of the DevOps paradigm with the CI/CD pipelines led to a significantly higher number of deployments per month and consequently increased the logging requirements. In response, AI-enabled methods for IT operation (AIOps) are introduced to automate the testing and run-time fault tolerance to a certain extent. However, using logs tailored for human understanding to learn (automatic) AI methods poses an ill-defined problem: AI algorithms need no hints but structured, precise and indicative data. Until now, AIOps researchers adapt the AI algorithms to the properties of the existing human-centred data (e.g., log sentiment), which are not always trivial to model. By pointing out the discrepancy, we envision that there exists an alternative approach: the logging can be adapted such that the produced logs are better tailored towards the strengths of the AI-enabled methods. In response, in this vision paper, we introduce auto-logging, which devises the idea of how to automatically insert log instructions into the code that can better suit AI-enabled methods as end-log consumers.","PeriodicalId":297025,"journal":{"name":"2023 IEEE/ACM 45th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130846237","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
Interpersonal Trust in OSS: Exploring Dimensions of Trust in GitHub Pull Requests OSS中的人际信任:探索GitHub拉取请求中的信任维度
Amirali Sajadi, Kostadin Damevski, Preetha Chatterjee
{"title":"Interpersonal Trust in OSS: Exploring Dimensions of Trust in GitHub Pull Requests","authors":"Amirali Sajadi, Kostadin Damevski, Preetha Chatterjee","doi":"10.1109/ICSE-NIER58687.2023.00010","DOIUrl":"https://doi.org/10.1109/ICSE-NIER58687.2023.00010","url":null,"abstract":"Interpersonal trust plays a crucial role in facilitating collaborative tasks, such as software development. While previous research recognizes the significance of trust in an organizational setting, there is a lack of understanding in how trust is exhibited in OSS distributed teams, where there is an absence of direct, in-person communications. To foster trust and collaboration in OSS teams, we need to understand what trust is and how it is exhibited in written developer communications (e.g., pull requests, chats). In this paper, we first investigate various dimensions of trust to identify the ways trusting behavior can be observed in OSS. Next, we sample a set of 100 GitHub pull requests from Apache Software Foundation (ASF) projects, to analyze and demonstrate how each dimension of trust can be exhibited. Our findings provide preliminary insights into cues that might be helpful to automatically assess team dynamics and establish interpersonal trust in OSS teams, leading to successful and sustainable OSS.","PeriodicalId":297025,"journal":{"name":"2023 IEEE/ACM 45th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)","volume":"190 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117344981","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: 4
Toward Gaze-assisted Developer Tools 面向注视辅助开发人员工具
Peng Kuang, Emma Söderberg, D. Niehorster, Martin Höst
{"title":"Toward Gaze-assisted Developer Tools","authors":"Peng Kuang, Emma Söderberg, D. Niehorster, Martin Höst","doi":"10.1109/ICSE-NIER58687.2023.00015","DOIUrl":"https://doi.org/10.1109/ICSE-NIER58687.2023.00015","url":null,"abstract":"Many crucial activities in software development are linked to gaze and can potentially benefit from gaze-assisted developer tools. However, despite the maturity of eye trackers and the potential for such tools, we see very few studies of practitioners. Here, we present a systematic mapping study to examine recent developments in the field with a focus on the experimental setup of eye-tracking studies in software engineering research. We identify two gaps regarding studies of practitioners in realistic settings and three challenges in existing experimental setups. We present six recommendations for how to steer the research community toward gaze-assisted developer tools that can benefit practitioners.","PeriodicalId":297025,"journal":{"name":"2023 IEEE/ACM 45th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126497986","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: 2
Message from the ICSE 2023 General Chair ICSE 2023大会主席致辞
{"title":"Message from the ICSE 2023 General Chair","authors":"","doi":"10.1109/icse-nier58687.2023.00005","DOIUrl":"https://doi.org/10.1109/icse-nier58687.2023.00005","url":null,"abstract":"","PeriodicalId":297025,"journal":{"name":"2023 IEEE/ACM 45th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)","volume":"216 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121201232","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
Continuously Accelerating Research 不断加快研究
Earl T. Barr, Jonathan Bell, Michael C Hilton, Sergey Mechtaev, C. Timperley
{"title":"Continuously Accelerating Research","authors":"Earl T. Barr, Jonathan Bell, Michael C Hilton, Sergey Mechtaev, C. Timperley","doi":"10.1109/ICSE-NIER58687.2023.00028","DOIUrl":"https://doi.org/10.1109/ICSE-NIER58687.2023.00028","url":null,"abstract":"Science is facing a software reproducibility crisis. Software powers experimentation, and fuels insights, yielding new scientific contributions. Yet, the research software is often difficult for other researchers to reproducibly run. Beyond reproduction, research software that is truly reusable will speed science by allowing other researchers to easily build upon and extend prior work. As software engineering researchers, we believe that it is our duty to create tools and processes that instill reproducibility, reusability, and extensibility into research software. This paper outlines a vision for a community infrastructure that will bring the benefits of continuous integration to scientists developing research software. To persuade researchers to adopt this infrastructure, we will appeal to their self-interest by making it easier for them to develop and evaluate research prototypes. Building better research software is a complex socio-technical problem that requires stakeholders to join forces to solve this problem for the software engineering community, and the greater scientific community. This vision paper outlines an agenda for realizing a world where the reproducibility and reusability barriers in research software are lifted, continuously accelerating research.","PeriodicalId":297025,"journal":{"name":"2023 IEEE/ACM 45th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)","volume":"2012 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132045684","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
Performance Analysis with Bayesian Inference 基于贝叶斯推理的性能分析
N. Couderc, Christoph Reichenbach, Emma Söderberg
{"title":"Performance Analysis with Bayesian Inference","authors":"N. Couderc, Christoph Reichenbach, Emma Söderberg","doi":"10.1109/ICSE-NIER58687.2023.00026","DOIUrl":"https://doi.org/10.1109/ICSE-NIER58687.2023.00026","url":null,"abstract":"Statistics are part of any empirical science, and performance analysis is no exception. However, for non-statisticians, picking the right statistical tool to answer a research question can be challenging; each statistical tool comes with a set of assumptions, and it is not clear to researchers what happens when those assumptions are violated. Bayesian statistics offers a framework with more flexibility and with explicit assumptions. In this paper, we present a method to analyse benchmark results using Bayesian inference. We demonstrate how to perform a Bayesian analysis of variance (ANOVA) to estimate what factors matter most for performance, and describe how to investigate what factors affect the impact of optimizations. We find the Bayesian model more flexible, and the Bayesian ANOVA’s output easier to interpret.","PeriodicalId":297025,"journal":{"name":"2023 IEEE/ACM 45th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)","volume":"214 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116822194","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
How does quality deviate in stable releases by backporting? 通过后移植,稳定版本的质量是如何偏离的?
Jarin Tasnim, Debasish Chakroborti, C. Roy, Kevin A. Schneider
{"title":"How does quality deviate in stable releases by backporting?","authors":"Jarin Tasnim, Debasish Chakroborti, C. Roy, Kevin A. Schneider","doi":"10.1109/ICSE-NIER58687.2023.00031","DOIUrl":"https://doi.org/10.1109/ICSE-NIER58687.2023.00031","url":null,"abstract":"Software goes through continuous evolution in its life cycle to sustain bugs and adopt enhanced features. However, many industrial users show reluctance to upgrade to the latest version, considering the stability and intuitive solace of the release they are using. This boosts the need to derive change patches from state-of-the-art versions to older software versions. This phenomenon is frequently supported by 'Backporting' in the industrial setting as the intent for backward patch propagation stood principally to sustain older releases, and the contribution does not count up to the upstream repository. However, it is yet unknown whether backport can act as a credible threat for stable releases. In this study, we aim to empirically quest backports to reveal the evolution trend of code entities through maintenance and pinpoint how they pull stable releases into the weak spectrum. The breakdown shows code entities often encounter gradual transformation in size, complexity and coupling due to consecutive commits on them. However, the numerics of outlier quality degradations are not insignificant at all in this context which calls for further investigation into why and when they may occur. Moreover, we observed that vulnerable change transmission often materializes with quality degradation. Understanding these issues and consequences is crucial for effectively supporting the backporting process for stable release maintenance.","PeriodicalId":297025,"journal":{"name":"2023 IEEE/ACM 45th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126011538","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
Towards Supporting Emotion Awareness in Retrospective Meetings 在回顾会议中支持情绪意识
Daniela Grassi, F. Lanubile, Nicole Novielli, A. Serebrenik
{"title":"Towards Supporting Emotion Awareness in Retrospective Meetings","authors":"Daniela Grassi, F. Lanubile, Nicole Novielli, A. Serebrenik","doi":"10.1109/ICSE-NIER58687.2023.00024","DOIUrl":"https://doi.org/10.1109/ICSE-NIER58687.2023.00024","url":null,"abstract":"Emotion awareness is a key antecedent to team effectiveness and the use of biometrics can help software developers in gaining awareness of emotions at the individual and team level. In this paper, we propose an approach to include emotional feedback in agile retrospective meetings as a proxy to identify developers’ feelings in association with the activity performed by the team. As a proof of concept, we developed an emotion visualization tool that provides an integrated visualization of self-reported emotions, activities, and biometrics. We run a pilot study to evaluate our approach with the agile retrospective meetings of a software engineering capstone project. The preliminary findings suggest that integrated emotion visualization can be useful to inform discussion and reflection around the potential causes of unhappiness, thus triggering actionable insights that could enhance team productivity and improve collaboration.","PeriodicalId":297025,"journal":{"name":"2023 IEEE/ACM 45th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127035729","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
Anti-Patterns (Smells) in Temporal Specifications 时间规范中的反模式(气味)
Dor Ma'ayan, S. Maoz, Jan Oliver Ringert
{"title":"Anti-Patterns (Smells) in Temporal Specifications","authors":"Dor Ma'ayan, S. Maoz, Jan Oliver Ringert","doi":"10.1109/ICSE-NIER58687.2023.00009","DOIUrl":"https://doi.org/10.1109/ICSE-NIER58687.2023.00009","url":null,"abstract":"Temporal specifications are essential inputs for verification and synthesis. Despite their importance, temporal specifications are challenging to write, which might limit their use by software engineers. To this day, almost no quality attributes of temporal specifications have been defined and investigated. Our work takes a first step toward exploring and improving the quality of temporal specifications by proposing a preliminary catalog of anti-patterns (a.k.a. smells). We base the catalog on our experience in developing and teaching temporal specifications for verification and synthesis. In addition, we examined publicly available specification repositories and relevant literature. Finally, we outline our future plans for a better understanding of what constitutes high-quality temporal specifications and the development of tools that will help engineers write them.","PeriodicalId":297025,"journal":{"name":"2023 IEEE/ACM 45th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126781357","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
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