Vivek Nair

Works (8)

Updated: July 5th, 2023 15:37
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2021 journal article

Whence to Learn? Transferring Knowledge in Configurable Systems Using BEETLE

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 47(12), 2956–2972.

By: R. Krishna *, V. Nair n, P. Jamshidi * & T. Menzies n

author keywords: Performance optimization; SBSE; transfer learning; bellwether
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.

By: J. Chen n, V. Nair n, R. Krishna  n & T. Menzies n

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.

By: J. Chen*, V. Nair* & T. Menzies*

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.

By: V. Nair n, A. Agrawal n, J. Chen n, W. Fu n, G. Mathew n, T. Menzies n, L. Minku *, M. Wagner *, Z. Yu n 

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.

By: H. Tu n & V. Nair n

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.

By: C. Hsu n, V. Nair n, T. Menzies n & V. Freeh n

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.

By: V. Nair n, T. Menzies n, N. Siegmund * & S. Apel*

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.

By: V. Nair n, T. Menzies n & J. Chen n

author keywords: Search-based SE; Sampling; Evolutionary algorithms
Source: Web Of Science
Added: August 6, 2018