Vivek Nair
Works (8)
2021 journal article
Whence to Learn? Transferring Knowledge in Configurable Systems Using BEETLE
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 47(12), 2956–2972.
author keywords: Performance optimization; SBSE; transfer learning; bellwether
arxiv.org (repository)
Source: Web Of Science
Added: January 3, 2022
2019 journal article
"Sampling" as a Baseline Optimizer for Search-Based Software Engineering
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 45(6), 597–614.
author keywords: Search-based SE; sampling; evolutionary algorithms
Source: Web Of Science
Added: July 1, 2019
2018 journal article
Beyond evolutionary algorithms for search-based software engineering
INFORMATION AND SOFTWARE TECHNOLOGY, 95, 281–294.
Source: Web Of Science
Added: August 6, 2018
2018 article
Data-Driven Search-based Software Engineering
2018 IEEE/ACM 15TH INTERNATIONAL CONFERENCE ON MINING SOFTWARE REPOSITORIES (MSR), pp. 341–352.
Sources: Web Of Science, ORCID
Added: March 4, 2019
2018 article
Is One Hyperparameter Optimizer Enough?
PROCEEDINGS OF THE 4TH ACM SIGSOFT INTERNATIONAL WORKSHOP ON SOFTWARE ANALYTICS (SWAN'18), pp. 19–25.
author keywords: Defect Prediction; SBSE; Hyperparameter Tuning
Source: Web Of Science
Added: April 2, 2019
2018 article
Micky: A Cheaper Alternative for Selecting Cloud Instances
PROCEEDINGS 2018 IEEE 11TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING (CLOUD), pp. 409–416.
Source: Web Of Science
Added: January 21, 2019
2017 article
Using Bad Learners to Find Good Configurations
ESEC/FSE 2017: PROCEEDINGS OF THE 2017 11TH JOINT MEETING ON FOUNDATIONS OF SOFTWARE ENGINEERING, pp. 257–267.
author keywords: Performance Prediction; SBSE; Sampling; Rank-based method
Source: Web Of Science
Added: August 6, 2018
2016 article
An (Accidental) Exploration of Alternatives to Evolutionary Algorithms for SBSE
SEARCH BASED SOFTWARE ENGINEERING, SSBSE 2016, Vol. 9962, pp. 96–111.
author keywords: Search-based SE; Sampling; Evolutionary algorithms
Source: Web Of Science
Added: August 6, 2018
