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Adapting multi-objectivized software configuration tuning
When tuning software configuration for better performance (eg, latency or throughput), an
important issue that many optimizers face is the presence of local optimum traps …
important issue that many optimizers face is the presence of local optimum traps …
The weights can be harmful: Pareto search versus weighted search in multi-objective search-based software engineering
In presence of multiple objectives to be optimized in Search-Based Software Engineering
(SBSE), Pareto search has been commonly adopted. It searches for a good approximation of …
(SBSE), Pareto search has been commonly adopted. It searches for a good approximation of …
Do performance aspirations matter for guiding software configuration tuning? an empirical investigation under dual performance objectives
Configurable software systems can be tuned for better performance. Leveraging on some
Pareto optimizers, recent work has shifted from tuning for a single, time-related performance …
Pareto optimizers, recent work has shifted from tuning for a single, time-related performance …
Multi-objectivizing software configuration tuning
Automatically tuning software configuration for optimizing a single performance attribute (eg,
minimizing latency) is not trivial, due to the nature of the configuration systems (eg, complex …
minimizing latency) is not trivial, due to the nature of the configuration systems (eg, complex …
A qualitative study on the implementation design decisions of developers
Decision-making is a key software engineering skill. Developers constantly make choices
throughout the software development process, from requirements to implementation. While …
throughout the software development process, from requirements to implementation. While …
MMO: meta multi-objectivization for software configuration tuning
Software configuration tuning is essential for optimizing a given performance objective (eg,
minimizing latency). Yet, due to the software's intrinsically complex configuration landscape …
minimizing latency). Yet, due to the software's intrinsically complex configuration landscape …
Planning landscape analysis for self-adaptive systems
T Chen - Proceedings of the 17th Symposium on Software …, 2022 - dl.acm.org
To assure performance on the fly, planning is arguably one of the most important steps for
self-adaptive systems (SASs), especially when they are highly configurable with a daunting …
self-adaptive systems (SASs), especially when they are highly configurable with a daunting …
CSAT: Configuration structure-aware tuning for highly configurable software systems
Many modern software systems provide numerous configuration options with a large
parameter space that users can adjust for specific running environments. However …
parameter space that users can adjust for specific running environments. However …
FaaSConf: QoS-aware Hybrid Resources Configuration for Serverless Workflows
Serverless computing, also known as Function-as-a-Service (FaaS), is a significant
development trend in modern software system architecture. The workflow composition of …
development trend in modern software system architecture. The workflow composition of …