Search Results - "General and reference Cross-computing tools and techniques Metrics"

MLPerf Inference Benchmark by Reddi, Vijay Janapa, Cheng, Christine, Kanter, David, Mattson, Peter, Schmuelling, Guenther, Wu, Carole-Jean, Anderson, Brian, Breughe, Maximilien, Charlebois, Mark, Chou, William, Chukka, Ramesh, Coleman, Cody, Davis, Sam, Deng, Pan, Diamos, Greg, Duke, Jared, Fick, Dave, Gardner, J. Scott, Hubara, Itay, Idgunji, Sachin, Jablin, Thomas B., Jiao, Jeff, John, Tom St, Kanwar, Pankaj, Lee, David, Liao, Jeffery, Lokhmotov, Anton, Massa, Francisco, Meng, Peng, Micikevicius, Paulius, Osborne, Colin, Pekhimenko, Gennady, Rajan, Arun Tejusve Raghunath, Sequeira, Dilip, Sirasao, Ashish, Sun, Fei, Tang, Hanlin, Thomson, Michael, Wei, Frank, Wu, Ephrem, Xu, Lingjie, Yamada, Koichi, Yu, Bing, Yuan, George, Zhong, Aaron, Zhang, Peizhao, Zhou, Yuchen

“…Machine-learning (ML) hardware and software system demand is burgeoning. Driven by ML applications, the number of different ML inference systems has exploded…”
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Guidelines for Assessing the Accuracy of Log Message Template Identification Techniques by Khan, Zanis Ali, Shin, Donghwan, Bianculli, Domenico, Briand, Lionel

“…Log message template identification aims to convert raw logs containing free-formed log messages into structured logs to be processed by automated log-based…”
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FAST approaches to scalable similarity-based test case prioritization by Miranda, Breno, Cruciani, Emilio, Verdecchia, Roberto, Bertolino, Antonia

“…Many test case prioritization criteria have been proposed for speeding up fault detection. Among them, similarity-based approaches give priority to the test…”
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Detection of Duplicate Defect Reports Using Natural Language Processing by Runeson, P., Alexandersson, M., Nyholm, O.

“…Defect reports are generated from various testing and development activities in software engineering. Sometimes two reports are submitted that describe the…”
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Summarizing software artifacts: a case study of bug reports by Rastkar, Sarah, Murphy, Gail C., Murray, Gabriel

“…Many software artifacts are created, maintained and evolved as part of a software development project. As software developers work on a project, they interact…”
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Open source software peer review practices: a case study of the apache server by Rigby, Peter C, German, Daniel M, Storey, Margaret-Anne

“…Peer review is seen as an important quality assurance mechanism in both industrial development and the open source software (OSS) community. The techniques for…”
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The FOSSology project by Gobeille, Robert

“…By its nature, the availability of FOSS has given computer scientists a large body of software and software projects to analyze. By having available source,…”
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An analysis of the variability in forty preprocessor-based software product lines by Liebig, Jörg, Apel, Sven, Lengauer, Christian, Kästner, Christian, Schulze, Michael

“…Over 30 years ago, the preprocessor cpp was developed to extend the programming language C by lightweight metaprogramming capabilities. Despite its…”
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Quantifying and Mitigating Turnover-Induced Knowledge Loss: Case Studies of Chrome and a Project at Avaya by Rigby, Peter C., Yue Cai Zhu, Donadelli, Samuel M., Mockus, Audris

“…The utility of source code, as of other knowledge artifacts, is predicated on the existence of individuals skilled enough to derive value by using or improving…”
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Interpretable Software Maintenance and Support Effort Prediction Using Machine Learning by Haldar, Susmita, Capretz, Luiz Fernando

“…Software maintenance and support efforts consume a significant amount of the software project budget to operate the software system in its expected quality…”
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White-Box Performance-Influence Models: A Profiling and Learning Approach by Weber, Max, Apel, Sven, Siegmund, Norbert

“…Many modern software systems are highly configurable, allowing the user to tune them for performance and more. Current performance modeling approaches aim at…”
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Navigating Mobile Testing Evaluation: A Comprehensive Statistical Analysis of Android GUI Testing Metrics by Lan, Yuanhong, Lu, Yifei, Pan, Minxue, Li, Xuandong

“…The prominent role of mobile apps in daily life has underscored the need for robust quality assurance, leading to the development of various automated Android…”
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StakeNet: using social networks to analyse the stakeholders of large-scale software projects by Lim, Soo Ling, Quercia, Daniele, Finkelstein, Anthony

“…Many software projects fail because they overlook stakeholders or involve the wrong representatives of significant groups. Unfortunately, existing methods in…”
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GPA: A GPU Performance Advisor Based on Instruction Sampling by Zhou, Keren, Meng, Xiaozhu, Sai, Ryuichi, Mellor-Crummey, John

“…Developing efficient GPU kernels can be difficult because of the complexity of GPU architectures and programming models. Existing performance tools only…”
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Scaler: Efficient and Effective Cross Flow Analysis by Tang, Jiaxun, Xiang, Mingcan, Wang, Yang, Wu, Bo, Chen, Jianjun, Liu, Tongping

“…Performance analysis is challenging as different components (e.g., different libraries, and applications) of a complex system can interact with each other…”
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Predicting Faults from Cached History by Sunghun Kim, Zimmermann, T., Whitehead, E.J., Zeller, A.

“…We analyze the version history of 7 software systems to predict the most fault prone entities and files. The basic assumption is that faults do not occur in…”
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Understanding Architectural Complexity, Maintenance Burden, and Developer Sentiment -A Large-Scale Study by Cai, Yuanfang, He, Lanting, Qian, Jun, Kochinski, Yony, Zhang, Nan, Jaspan, Ciera, Bianco, Antonio

“…Intuitively, the more complex a software system is, the harder it is to maintain. Statistically, it is not clear which complexity metrics correlate with…”
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Early Detection of Performance Regressions by Bridging Local Performance Data and Architectural Models by Liao, Lizhi, Eismann, Simon, Li, Heng, Bezemer, Cor- Paul, Costa, Diego Elias, van Hoorn, Andre, Shang, Weiyi

“…During software development, developers often make numerous modifications to the software to address existing issues or implement new features. However,…”
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Can Code Metrics Enhance Documentation Generation for Computational Notebooks? by Ghahfarokhi, Mojtaba Mostafavi, Jahantigh, Hamed, Kianiangolafshani, Sepehr, Khademian, Ashkan, Asadi, Alireza, Heydarnoori, Abbas

“…In software development, code documentation is crucial for collaboration and maintenance, especially as projects become more complex. However, it is often…”
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Is mutation an appropriate tool for testing experiments? by Andrews, J. H., Briand, L. C., Labiche, Y.

“…The empirical assessment of test techniques plays an important role in software testing research. One common practice is to instrument faults, either manually…”
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