Search Results - Software and _ engineering Software organisation and properties Software system structures*

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

“…Detecting and refactoring code smells is challenging, laborious, and sustaining. Although large language models have demonstrated potential in identifying…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

On the Evaluation of Neural Code Translation: Taxonomy and Benchmark by 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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

A Framework for On the Fly Input Refinement for Deep Learning Models by Rathnasuriya, Ravishka

“…Advancements in deep learning have significantly improved model performance across tasks involving code, text, and image processing. However, these models…”
Get full text

Dataflow Mirroring: Architectural Support for Highly Efficient Fine-Grained Spatial Multitasking on Systolic-Array NPUs by 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…”
Get full text

An LLM-Based Agent-Oriented Approach for Automated Code Design Issue Localization by Batole, Fraol, OBrien, David, Nguyen, Tien N., Dyer, Robert, Rajan, Hridesh

“…Maintaining software design quality is crucial for the long-term maintainability and evolution of systems…”
Get full text

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…”
Get full text

MegIS: High-Performance, Energy-Efficient, and Low-Cost Metagenomic Analysis with In-Storage Processing by 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

“… Metagenomic analysis suffers from significant data movement overhead due to moving large amounts of low-reuse data from the storage system to the rest of the system…”
Get full text

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…”
Get full text

Towards Synthetic Trace Generation of Modeling Operations using In-Context Learning Approach by Muttillo, Vittoriano, Di Sipio, Claudio, Rubei, Riccardo, Berardinelli, Luca, Dehghani, MohammadHadi

“…Producing accurate software models is crucial in model-driven software engineering (MDE…”
Get full text