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07/25/2023
An Empirical Study on Fairness Improvement with Multiple Protected Attributes
Existing research mostly improves the fairness of Machine Learning (ML) ...
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06/02/2023
SuperFlow: Performance Testing for Serverless Computing
Serverless computing is an emerging cloud computing paradigm that allows...
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05/07/2023
Revisiting the Performance of Serverless Computing: An Analysis of Variance
Serverless computing is an emerging cloud computing paradigm, which allo...
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01/28/2023
Characterizing and Detecting WebAssembly Runtime Bugs
WebAssembly (abbreviated WASM) has emerged as a promising language of th...
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07/27/2022
Software Engineering for Serverless Computing
Serverless computing is an emerging cloud computing paradigm that has be...
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07/20/2022
Fairness Testing: A Comprehensive Survey and Analysis of Trends
Software systems are vulnerable to fairness bugs and frequently exhibit ...
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07/17/2022
LambdaLite: Application-Level Optimization for Cold Start Latency in Serverless Computing
Serverless computing is an emerging cloud computing paradigm that frees ...
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07/14/2022
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey
This paper provides a comprehensive survey of bias mitigation methods fo...
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07/07/2022
A Comprehensive Empirical Study of Bias Mitigation Methods for Software Fairness
Software bias is an increasingly important operational concern for softw...
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06/24/2022
A Literature Review on Serverless Computing
Serverless computing is an emerging cloud computing paradigm. Moreover, ...
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12/12/2021
Demystifying Developers' Issues in Distributed Training of Deep Learning Software
Deep learning (DL) has been pervasive in a wide spectrum of nowadays sof...
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07/19/2021
Learning point embedding for 3D data processing
Among 2D convolutional networks on point clouds, point-based approaches ...
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02/10/2021
Emojis Predict Dropouts of Remote Workers: An Empirical Study of Emoji Usage on GitHub
Emotions at work have long been identified as critical signals of work m...
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01/13/2021
An Empirical Study on Deployment Faults of Deep Learning Based Mobile Applications
Deep Learning (DL) is finding its way into a growing number of mobile so...
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12/02/2020
Understanding Characteristics of Commodity Serverless Computing Platforms
Serverless computing becomes the new trending paradigm in cloud computin...
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05/02/2020
Understanding Challenges in Deploying Deep Learning Based Software: An Empirical Study
Deep learning (DL) becomes increasingly pervasive, being used in a wide ...
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07/04/2019
SEntiMoji: An Emoji-Powered Learning Approach for Sentiment Analysis in Software Engineering
Sentiment analysis has various application scenarios in software enginee...
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12/12/2018
A First Look at Emoji Usage on GitHub: An Empirical Study
Emoji is becoming a ubiquitous language and gaining worldwide popularity...
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06/07/2018
Ermes: Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification
Most existing sentiment analysis approaches heavily rely on a large amou...
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05/16/2017
