Search Results - "software reliability"

An Empirical Study of Bugs in Machine Learning Systems by Thung, Ferdian, Wang, Shaowei, Lo, David, Jiang, Lingxiao

“…Many machine learning systems that include various data mining, information retrieval, and natural language processing code and libraries are used in real…”
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AMZ Driverless: The full autonomous racing system by Kabzan, Juraj, Valls, Miguel I., Reijgwart, Victor J. F., Hendrikx, Hubertus F. C., Ehmke, Claas, Prajapat, Manish, Bühler, Andreas, Gosala, Nikhil, Gupta, Mehak, Sivanesan, Ramya, Dhall, Ankit, Chisari, Eugenio, Karnchanachari, Napat, Brits, Sonja, Dangel, Manuel, Sa, Inkyu, Dubé, Renaud, Gawel, Abel, Pfeiffer, Mark, Liniger, Alexander, Lygeros, John, Siegwart, Roland

“…This paper presents the algorithms and system architecture of an autonomous racecar. The introduced vehicle is powered by a software stack designed for…”
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ELS algorithm for estimating open source software reliability with masked data considering both fault detection and correction processes by Yang, Jianfeng, Zhao, Ming, Chen, Jing

“…Masked data are the system failure data when the exact cause of the failures might be unknown. That is, the cause of the system failures may be any one of the…”
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18th IEEE International Conference on Software Quality, Reliability, and Security (QRS 2018) and 4th International Symposium on System and Software Reliability (ISSSR 2018)

“…Describes the above-named upcoming conference event. May include topics to be covered or calls for papers…”
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NHPP software reliability model considering the uncertainty of operating environments with imperfect debugging and testing coverage by Li, Qiuying, Pham, Hoang

“…• The uncertainty of operating environments and imperfect debugging are considered.• Fault detection rate is based on testing coverage and the model is based…”
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Software Testing With Large Language Models: Survey, Landscape, and Vision by Wang, Junjie, Huang, Yuchao, Chen, Chunyang, Liu, Zhe, Wang, Song, Wang, Qing

“…Pre-trained large language models (LLMs) have recently emerged as a breakthrough technology in natural language processing and artificial intelligence, with…”
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Two Dimensional Multi-Release Software Reliability Modeling and Optimal Release Planning by Kapur, P. K., Pham, H., Aggarwal, A. G., Kaur, G.

“…Long-lived software systems evolve through new product releases, which involve up-gradation of previous released versions of the software in the market. But,…”
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Comparing the reliability of software systems: A case study on mobile operating systems by Ivanov, Vladimir, Reznik, Alexey, Succi, Giancarlo

“…Assessment of software reliability is inevitable in modern software production process. Many works aimed at better models for measurement and prediction of…”
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Software for dependable systems : sufficient evidence? by National Research Council (U.S.). Committee on Certifiably Dependable Software Systems, Jackson, Daniel, Thomas, Martyn, Millett, Lynette I.

“…The focus of Software for Dependable Systems is a set of fundamental principles that underlie software system dependability and that suggest a different…”
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A systematic review on software reliability prediction via swarm intelligence algorithms by Li Sheng Kong, Muhammed Basheer Jasser, Samuel-Soma M. Ajibade, Ali Wagdy Mohamed

“…The widespread integration of software into all parts of our lives has led to the need for software of higher reliability. Ensuring reliable software usually…”
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Are code examples on an online Q&A forum reliable?: a study of API misuse on stack overflow by Zhang, Tianyi, Upadhyaya, Ganesha, Reinhardt, Anastasia, Rajan, Hridesh, Kim, Miryung

“…Programmers often consult an online Q&A forum such as Stack Overflow to learn new APIs. This paper presents an empirical study on the prevalence and severity…”
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Software Reliability Prediction by Adaptive Gated Recurrent Unit‐Based Encoder‐Decoder Model With Ensemble Empirical Mode Decomposition by Yang, Minghao, Yang, Shunkun, Bian, Chong

“…ABSTRACT Accurate software reliability prediction is significant to software quality assurance. However, the rapid development and evolution of modern software…”
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Bivariate change-point modeling for software reliability assessment with uncertainty of testing-environment factor by Inoue, Shinji, Ikeda, Jun, Yamada, Shigeru

“…We observe a phenomenon that the probabilistic characteristic of software failure-occurrence time-interval change notably in an actual testing-phase of a…”
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Machine learning based phishing detection from URLs by Sahingoz, Ozgur Koray, Buber, Ebubekir, Demir, Onder, Diri, Banu

“…•Use of 7 different classification algorithms and NLP based features.•A Big URL Data Set is produced and shared (36,400 legitimate and 37,175…”
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Software Vulnerability Detection Using Deep Neural Networks: A Survey by Lin, Guanjun, Wen, Sheng, Han, Qing-Long, Zhang, Jun, Xiang, Yang

“…The constantly increasing number of disclosed security vulnerabilities have become an important concern in the software industry and in the field of…”
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Redefining software reliability modeling: embracing fault-dependency, imperfect removal, and maximum fault considerations by Samal, Umashankar, Kumar, Ajay

“…Software reliability is a critical aspect of ensuring the quality and dependability of software systems. However, existing software reliability models often…”
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Bugs in machine learning-based systems: a faultload benchmark by Morovati, Mohammad Mehdi, Nikanjam, Amin, Khomh, Foutse, Jiang, Zhen Ming (Jack)

“…The rapid escalation of applying Machine Learning (ML) in various domains has led to paying more attention to the quality of ML components. There is then a…”
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Research on the software reliability quantitative evaluation of nuclear power plant digital control system based on non-homogeneous poisson process model by Zhang, Qing, Ma, Quan, Liu, Mingxing, Zhong, Ke, Xu, Biao, Wu, Liyin

“…•A reliability evaluation method of software in NPP DCS is proposed.•TheSRGM and software failures detected in V&V are combined to assess reliability.•The BBNs…”
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Reliability analysis and allocation: Development of a hierarchical structure modeling platform in I&C system Software Life Cycle by Zou, Bowen, Yang, Ming, Yang, Jun, Guo, Jia, Su, Yanqin, Zhang, Chao, Wang, Wenlin

“…A Software Life Cycle (SLC) is used to describe the phases of software cycle and ensure the good quality software is built. A Software Reliability Hierarchical…”
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High-Speed Drone Detection Based On Yolo-V8 by Kim, Jun-Hwa, Kim, Namho, Won, Chee Sun

“…Detecting drones in a video is a challenging problem due to their dynamic movements and varying range of scales. Moreover, since drone detection is often…”
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