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08/06/2023
Understanding the Effectiveness of Large Language Models in Code Translation
Code translation aims to convert source code from one programming langua...
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07/24/2022
CARGO: AI-Guided Dependency Analysis for Migrating Monolithic Applications to Microservices Architecture
Microservices Architecture (MSA) has become a de-facto standard for desi...
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01/20/2022
Unicorn: Reasoning about Configurable System Performance through the lens of Causality
Modern computer systems are highly configurable, with the total variabil...
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09/29/2021
Partitioning Cloud-based Microservices (via Deep Learning)
Cloud-based software has many advantages. When services are divided into...
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07/20/2021
Mono2Micro: A Practical and Effective Tool for Decomposing Monolithic Java Applications to Microservices
In migrating production workloads to cloud, enterprises often face the d...
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06/12/2021
Lessons learned from hyper-parameter tuning for microservice candidate identification
When optimizing software for the cloud, monolithic applications need to ...
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10/12/2020
CADET: A Systematic Method For Debugging Misconfigurations using Counterfactual Reasoning
Modern computing platforms are highly-configurable with thousands of int...
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09/03/2020
Deep Learning based Vulnerability Detection: Are We There Yet?
Automated detection of software vulnerabilities is a fundamental problem...
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05/25/2020
MTFuzz: Fuzzing with a Multi-Task Neural Network
Fuzzing is a widely used technique for detecting software bugs and vulne...
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11/06/2019
Learning GENERAL Principles from Hundreds of Software Projects
When one exemplar project, which we call the "bellwether", offers the be...
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11/01/2019
Whence to Learn? Transferring Knowledge in Configurable Systems using BEETLE
As software systems grow in complexity and the space of possible configu...
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10/17/2019
ConEx: Efficient Exploration of Big-Data System Configurations for Better Performance
Configuration space complexity makes the big-data software systems hard ...
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05/07/2018
Effective Automated Decision Support for Managing Crowdtesting
Crowdtesting has grown to be an effective alter-native to traditional te...
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04/28/2018
Hyperparameter Optimization for Effort Estimation
Software analytics has been widely used in software engineering for many...
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03/14/2018
Bad Smells in Software Analytics Papers
CONTEXT: There has been a rapid growth in the use of data analytics to u...
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03/13/2018
Applications of Psychological Science for Actionable Analytics
Actionable analytics are those that humans can understand, and operation...
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03/11/2018
Transfer Learning with Bellwethers to find Good Configurations
As software systems grow in complexity, the space of possible configurat...
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11/10/2017
"Doing" Agile versus "Being" Agile. Empirical Results from 250+ Projects
In numerous occasions Agile practitioners have warned about the negative...
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11/10/2017
Continuous Integration: The Silver Bullet?
Continuous integration (CI) tools integrate code changes by automaticall...
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10/25/2017
We Don't Need Another Hero? The Impact of "Heroes" on Software Development
A software project has "Hero Developers" when 80 delivered by 20 heroes ...
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10/24/2017
What is the Connection Between Issues, Bugs, and Enhancements? (Lessons Learned from 800+ Software Projects)
Agile teams juggle multiple tasks so professionals are often assigned to...
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08/17/2017