Výsledky vyhledávání - "Software and its engineering Software organization and properties Software system structures"

Caffeine: Towards uniformed representation and acceleration for deep convolutional neural networks Autor Chen Zhang, Zhenman Fang, Peipei Zhou, Peichen Pan, Jason Cong

“…With the recent advancement of multilayer convolutional neural networks (CNN), deep learning has achieved amazing success in many areas, especially in visual…”
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Closing the Gap Between Sensor Inputs and Driving Properties: A Scene Graph Generator for CARLA Autor 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…”
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iSMELL: Assembling LLMs with Expert Toolsets for Code Smell Detection and Refactoring Autor Wu, Di, Mu, Fangwen, Shi, Lin, Guo, Zhaoqiang, Liu, Kui, Zhuang, Weiguang, Zhong, Yuqi, Zhang, Li

“…Detecting and refactoring code smells is challenging, laborious, and sustaining. Although large language models have demonstrated potential in identifying…”
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SODA: Stencil with Optimized Dataflow Architecture Autor 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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Invited: Automated Code generation for Information Technology Tasks in YAML through Large Language Models Autor 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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Pattern-Based Generation and Adaptation of Quantum Workflows Autor Beisel, Martin, Barzen, Johanna, Leymann, Frank, Stiliadou, Lavinia, Vietz, Daniel, Weder, Benjamin

“…Building quantum applications requires deep knowledge of quantum computing and software engineering. Hence, an abstraction layer reducing the complexity for…”
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Distilling Reference Architectures from Open Source Repositories Autor 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. However,…”
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Adaptive REST API Testing with Reinforcement Learning Autor 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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On the Evaluation of Neural Code Translation: Taxonomy and Benchmark Autor Jiao, Mingsheng, Yu, Tingrui, Li, Xuan, Qiu, Guanjie, Gu, Xiaodong, Shen, Beijun

“…In recent years, neural code translation has gained increasing attention. While most of the research focuses on improving model architectures and training…”
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Microservice Decomposition Techniques: An Independent Tool Comparison Autor 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…”
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A Large-Scale Study of Model Integration in ML-Enabled Software Systems Autor Sens, Yorick, Knopp, Henriette, Peldszus, Sven, Berger, Thorsten

“…The rise of machine learning (ML) and its integration into software systems has drastically changed development practices. While software engineering…”
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Dataflow Mirroring: Architectural Support for Highly Efficient Fine-Grained Spatial Multitasking on Systolic-Array NPUs Autor Lee, Jounghoo, Choi, Jinwoo, Kim, Jaeyeon, Lee, Jinho, Kim, Youngsok

“…We present dataflow mirroring, architectural support for low-overhead fine-grained systolic array allocation which overcomes the limitations of prior…”
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MegIS: High-Performance, Energy-Efficient, and Low-Cost Metagenomic Analysis with In-Storage Processing Autor Ghiasi, Nika Mansouri, Sadrosadati, Mohammad, Mustafa, Harun, Gollwitzer, Arvid, Firtina, Can, Eudine, Julien, Mao, Haiyu, Lindegger, Joel, Cavlak, Meryem Banu, Alser, Mohammed, Park, Jisung, Mutlu, Onur

“…Metagenomics, the study of the genome sequences of diverse organisms in a common environment, has led to significant advances in many fields. Since the species…”
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Calibration and Correctness of Language Models for Code Autor Spiess, Claudio, Gros, David, Pai, Kunal Suresh, Pradel, Michael, Rabin, Md Rafiqul Islam, Alipour, Amin, Jha, Susmit, Devanbu, Prem, Ahmed, Toufique

“…Machine learning models are widely used, but can also often be wrong. Users would benefit from a reliable indication of whether a given output from a given…”
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A Catalog of Micro Frontends Anti-Patterns Autor da Silva, Nabson Paiva Souza, Rodrigues, Eriky, Conte, Tayana

“…Micro frontend (MFE) architectures have gained significant popularity for promoting independence and modularity in development. Despite their widespread…”
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EXPRESS 2.0: An Intelligent Service Management Framework for AIoT Systems in the Edge Autor 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…”
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DeepREST: Automated Test Case Generation for REST APIs Exploiting Deep Reinforcement Learning Autor Corradini, Davide, Montolli, Zeno, Pasqua, Michele, Ceccato, Mariano

“…Automatically crafting test scenarios for REST APIs helps deliver more reliable and trustworthy web-oriented systems. However, current black-box testing…”
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MRCA: Metric-level Root Cause Analysis for Microservices via Multi-Modal Data Autor Wang, Yidan, Zhu, Zhouruixing, Fu, Qiuai, Ma, Yuchi, He, Pinjia

“…Due to the complexity and dynamic nature of large-scale microservice systems, manual troubleshooting is time-consuming and impractical. Therefore, automated…”
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DeepScaler: Holistic Autoscaling for Microservices Based on Spatiotemporal GNN with Adaptive Graph Learning Autor Meng, Chunyang, Song, Shijie, Tong, Haogang, Pan, Maolin, Yu, Yang

“…Autoscaling functions provide the foundation for achieving elasticity in the modern cloud computing paradigm. It enables dynamic provisioning or…”
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PARO: Hardware-Software Co-design with Pattern-aware Reorder-based Attention Quantization in Video Generation Models Autor Yang, Xinhao, Zhao, Tianchen, Wang, Hongyi, Ma, Wenheng, Zeng, Shulin, Zhu, Zhenhua, Ning, Xuefei, Yang, Huazhong, Wang, Yu

“…Transformer-based video generation models have demonstrated significant potential in content creation. However, the current state-of-the-art model employing "…”
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