Výsledky vyhledávání - "General and reference Cross-computing tools and techniques Evaluation"

Breaking the Silence: the Threats of Using LLMs in Software Engineering Autor Sallou, June, Durieux, Thomas, Panichella, Annibale

“…Large Language Models (LLMs) have gained considerable traction within the Software Engineering (SE) community, impacting various SE tasks from code completion…”
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Guidelines for Assessing the Accuracy of Log Message Template Identification Techniques Autor 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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How secure is your cache against side-channel attacks? Autor He, Zecheng, Lee, Ruby B.

“…Security-critical data can leak through very unexpected side channels, making side-channel attacks very dangerous threats to information security. Of these,…”
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Fairquant: Certifying and Quantifying Fairness of Deep Neural Networks Autor Kim, Brian Hyeongseok, Wang, Jingbo, Wang, Chao

“…We propose a method for formally certifying and quantifying individual fairness of deep neural networks (DNN). Individual fairness guarantees that any two…”
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EvalDNN: A Toolbox for Evaluating Deep Neural Network Models Autor Tian, Yongqiang, Zeng, Zhihua, Wen, Ming, Liu, Yepang, Kuo, Tzu-yang, Cheung, Shing-Chi

“…Recent studies have shown that the performance of deep learning models should be evaluated using various important metrics such as robustness and neuron…”
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Navigating Mobile Testing Evaluation: A Comprehensive Statistical Analysis of Android GUI Testing Metrics Autor 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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OptiWISE: Combining Sampling and Instrumentation for Granular CPI Analysis Autor Guo, Yuxin, Chadwick, Alex W., Erdos, Marton, Bora, Utpal, Vougioukas, Ilias, Gabrielli, Giacomo, Jones, Timothy M.

“…Despite decades of improvement in compiler technology, it remains necessary to profile applications to improve performance. Existing profiling tools typically…”
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AIBench Scenario: Scenario-Distilling AI Benchmarking Autor Gao, Wanling, Tang, Fei, Zhan, Jianfeng, Wen, Xu, Wang, Lei, Cao, Zheng, Lan, Chuanxin, Luo, Chunjie, Liu, Xiaoli, Jiang, Zihan

“…Modern real-world application scenarios like Internet services consist of a diversity of AI and non-AI modules with huge code sizes and long and complicated…”
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An empirical study on selection of Open Source Software - Preliminary results Autor Hauge, Oyvind, Osterlie, Thomas, Sorensen, Carl-Fredrik, Gerea, Marinela

“…Growing attention on component-based development has inspired the development of several normative methods for selection of software components. Despite these…”
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Probing for Requirements Knowledge to Stimulate Architectural Thinking Autor Anish, Preethu Rose, Balasubramaniam, Balaji, Sainani, Abhishek, Cleland-Huang, Jane, Daneva, Maya, Wieringa, Roel J., Ghaisas, Smita

“…Software requirements specifications (SRSs) often lack the detail needed to make informed architectural decisions. Architects therefore either make…”
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Mind the gap: can and should software engineering data sharing become a path of less resistance? Autor Wallace, Ken

“…The facility to process data is, arguably, the defining capability underpinning the transformative power of software: the relationships of each to the other…”
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Exploring the Impact of the Output Format on the Evaluation of Large Language Models for Code Translation Autor Macedo, Marcos, Tian, Yuan, Cogo, Filipe R., Adams, Bram

“…Code translation between programming languages is a long-existing and critical task in software engineering, facilitating the modernization of legacy systems,…”
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Student research poster - from processing-in-Memory to Processing-in-Storage Autor Kaplan, Roman

“…This paper studied a new technology and approach - Processing-in-Storage (PrinS). Resistive technologies have shown high-density, high-endurance and low…”
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Student research poster: A low complexity cache sharing mechanism to address system fairness Autor Selfa, Vicent, Sahuquillo, Julio, Petit, Salvador, Gomez, Maria E.

“…Shared caches have become, de facto, the common design choice in current multi-cores, ranging from embedded devices to high-performance processors. In these…”
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Evaluating the Benefits of Systematic Project Management in Large Public Sector Projects Autor Guzman, Liliana, Steinbach, Silke, Diebold, Philipp, Zehler, Thomas, Schneider, Klaus, Habbe, Matthias

“…After an external audit of top-priority projects, the Federal Office for Equipment, Information Technology, and In-Support of the German Armed Forces decided…”
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LLM-Inference-Bench: Inference Benchmarking of Large Language Models on AI Accelerators Autor Chitty-Venkata, Krishna Teja, Raskar, Siddhisanket, Kale, Bharat, Ferdaus, Farah, Tanikanti, Aditya, Raffenetti, Ken, Taylor, Valerie, Emani, Murali, Vishwanath, Venkatram

“…Large Language Models (LLMs) have propelled groundbreaking advancements across several domains and are commonly used for text generation applications. However,…”
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Taxonomy of Generative AI Applications for Risk Assessment Autor Tanaka, Hiroshi, Ide, Masaru, Yajima, Jun, Onodera, Sachiko, Munakata, Kazuki, Yoshioka, Nobukazu

“…The superior functionality and versatility of generative AI have raised expectations for the improvement of human society and concerns about the ethical and…”
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Tackling Students' Coding Assignments with LLMs Autor Dingle, Adam, Krulis, Martin

“…State-of-the-art large language models (LLMs) have demonstrated an extraordinary ability to write computer code. This ability can be quite beneficial when…”
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Execution-based prediction using speculative slices Autor Zilles, Craig, Sohi, Gurindar

“…A relatively small set of static instructions has significant leverage on program execution performance. These problem instructions contribute a…”
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Application-Driven Exascale: The JUPITER Benchmark Suite Autor Herten, Andreas, Achilles, Sebastian, Alvarez, Damian, Badwaik, Jayesh, Behle, Eric, Bode, Mathis, Breuer, Thomas, Caviedes-Voullieme, Daniel, Cherti, Mehdi, Dabah, Adel, Sayed, Salem El, Frings, Wolfgang, Gonzalez-Nicolas, Ana, Gregory, Eric B., Mood, Kaveh Haghighi, Hater, Thorsten, Jitsev, Jenia, John, Chelsea Maria, Meinke, Jan H., Meyer, Catrin I., Mezentsev, Pavel, Mirus, Jan-Oliver, Nassyr, Stepan, Penke, Carolin, Rommer, Manoel, Sinha, Ujjwal, Vieth, Benedikt von St, Stein, Olaf, Suarez, Estela, Willsch, Dennis, Zhukov, Ilya

“…Benchmarks are essential in the design of modern HPC installations, as they define key aspects of system components. Beyond synthetic workloads, it is crucial…”
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