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iSMELL: Assembling LLMs with Expert Toolsets for Code Smell Detection and Refactoring by Wu, Di, Mu, Fangwen, Shi, Lin, Guo, Zhaoqiang, Liu, Kui, Zhuang, Weiguang, Zhong, Yuqi, Zhang, Li

“… They can analyze project structures and contextual information in-depth, access global code repositories, and utilize advanced code analysis techniques…”
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Closing the Gap Between Sensor Inputs and Driving Properties: A Scene Graph Generator for CARLA by Woodlief, Trey, Toledo, Felipe, Elbaum, Sebastian, Dwyer, Matthew B.

“…The software engineering community has increasingly taken up the task of assuring safety in autonomous driving systems by applying software engineering principles to create techniques to develop…”
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A Large-Scale Study of Model Integration in ML-Enabled Software Systems by Sens, Yorick, Knopp, Henriette, Peldszus, Sven, Berger, Thorsten

“… While software engineering traditionally focused on manually created code artifacts with dedicated processes and architectures, ML-enabled systems require additional data-science methods and tools…”
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Pattern-Based Generation and Adaptation of Quantum Workflows by Beisel, Martin, Barzen, Johanna, Leymann, Frank, Stiliadou, Lavinia, Vietz, Daniel, Weder, Benjamin

“…Building quantum applications requires deep knowledge of quantum computing and software engineering…”
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Distilling Reference Architectures from Open Source Repositories by Tran, Thi Dinh

“…Reference architectures (RAs) play a crucial role in simplifying and speeding up the design and evolution of software systems across various domains…”
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Datalog-Based Language-Agnostic Change Impact Analysis for Microservices by Shi, Qingkai, Xie, Xiaoheng, Fu, Xianjin, Di, Peng, Li, Huawei, Zhou, Ang, Fan, Gang

“…The shift-left principle in the industry requires us to test a software application as early as possible…”
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Invited: Automated Code generation for Information Technology Tasks in YAML through Large Language Models by Pujar, Saurabh, Buratti, Luca, Guo, Xiaojie, Dupuis, Nicolas, Lewis, Burn, Suneja, Sahil, Sood, Atin, Nalawade, Ganesh, Jones, Matt, Morari, Alessandro, Puri, Ruchir

“…The recent improvement in code generation capabilities due to the use of large language models has mainly benefited general purpose programming languages…”
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A Catalog of Micro Frontends Anti-Patterns by da Silva, Nabson Paiva Souza, Rodrigues, Eriky, Conte, Tayana

“… Drawing on both established microservice (MS) anti-patterns and the analysis of real problems faced by software development teams that adopt MFE, this paper presents a catalog of 12 MFE anti-patterns…”
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EXPRESS 2.0: An Intelligent Service Management Framework for AIoT Systems in the Edge by Xu, Jia, Liu, Xiao, Pan, Wuzhen, Li, Xuejun, Yao, Aiting, Yang, Yun

“…AIoT (Artificial Intelligence of Things) which integrates AI and IoT has received rapidly growing interest from the software engineering community in recent years…”
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Caffeine: Towards uniformed representation and acceleration for deep convolutional neural networks by Chen Zhang, Zhenman Fang, Peipei Zhou, Peichen Pan, Jason Cong

“… In this paper we design and implement Caffeine, a hardware/software co-designed library to efficiently accelerate the entire CNN on FPGAs…”
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Develop A Binary Structure Inference System To Extract Software Properties From Binary Code To Support Repository-based Reverse Engineering For Assured Micro-patching That Minimizes Lifecycle Maintenance And Sustainment Costs

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Microservice Decomposition Techniques: An Independent Tool Comparison by Wang, Yingying, Bornais, Sarah, Rubin, Julia

“…The microservice-based architecture - a SOA-inspired principle of dividing systems into components that communicate with each other using language-agnostic APIs - has gained increased popularity in industry…”
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FIXDRIVE: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation by Sun, Yang, Poskitt, Christopher M., Wang, Kun, Sun, Jun

“…Autonomous Vehicles (AVs) are advancing rapidly, with Level-4 AVs already operating in real-world conditions. Current AVs, however, still lag behind human…”
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Adaptive REST API Testing with Reinforcement Learning by Kim, Myeongsoo, Sinha, Saurabh, Orso, Alessandro

“…Modern web services increasingly rely on REST APIs. Effectively testing these APIs is challenging due to the vast search space to be explored, which involves…”
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Distilled Lifelong Self-Adaptation for Configurable Systems by Ye, Yulong, Chen, Tao, Li, Miqing

“…Modern configurable systems provide tremendous opportunities for engineering future intelligent software systems…”
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Towards Realistic, Applicable and Feasible Configuration-Aware Performance Modeling by Xia, Yuanjie

“…In modern software systems, configurability has become essential for optimizing performance across varying scenarios and user demands…”
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Calibration and Correctness of Language Models for Code by Spiess, Claudio, Gros, David, Pai, Kunal Suresh, Pradel, Michael, Rabin, Md Rafiqul Islam, Alipour, Amin, Jha, Susmit, Devanbu, Prem, Ahmed, Toufique

“… Calibration has so far been studied in mostly non-generative (e.g., classification) settings, especially in software…”
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SODA: Stencil with Optimized Dataflow Architecture by Chi, Yuze, Cong, Jason, Wei, Peng, Zhou, Peipei

“…Stencil computation is one of the most important kernels in many application domains such as image processing, solving partial differential equations, and…”
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Towards Self-Adaptive Machine Learning-Enabled Systems Through QoS-Aware Model Switching by Kulkarni, Shubham, Marda, Arya, Vaidhyanathan, Karthik

“…). However, numerous software engineering challenges persist in propelling these MLS into production, largely due to various run-time uncertainties that impact the overall Quality of Service (QoS…”
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DeepREST: Automated Test Case Generation for REST APIs Exploiting Deep Reinforcement Learning by Corradini, Davide, Montolli, Zeno, Pasqua, Michele, Ceccato, Mariano

“…Automatically crafting test scenarios for REST APIs helps deliver more reliable and trustworthy web-oriented systems…”
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