Deep Configuration Performance Learning: A Systematic Survey and Taxonomy
Performance is arguably the most crucial attribute that reflects the behavior of a configurable
software system. However, given the increasing scale and complexity of modern software …
software system. However, given the increasing scale and complexity of modern software …
Hybrid Intelligent Control System for Adaptive Microgrid Optimization: Integration of Rule-Based Control and Deep Learning Techniques
Microgrids (MGs) have evolved as critical components of modern energy distribution
networks, providing increased dependability, efficiency, and sustainability. Effective control …
networks, providing increased dependability, efficiency, and sustainability. Effective control …
NCPP: Nova CPU Performance Predictor on a Novel Dataset
X Liu - arXiv preprint arXiv:2407.03385, 2024 - arxiv.org
CPU performance prediction, which involves forecasting the performance scores of a CPU
based on its hardware characteristics during its operation, is a critical technology for …
based on its hardware characteristics during its operation, is a critical technology for …
Predicting User Experience on Laptops from Hardware Specifications
S Padhi, SK Bhasin, UK Ammu, A Bergman… - arXiv preprint arXiv …, 2024 - arxiv.org
Estimating the overall user experience (UX) on a device is a common challenge faced by
manufacturers. Today, device makers primarily rely on microbenchmark scores, such as …
manufacturers. Today, device makers primarily rely on microbenchmark scores, such as …
Trends in Advanced Tabletop Digital DJ Media Players from 2000–2023
B Goulart, T Bihl, J Travers - NAECON 2024-IEEE National …, 2024 - ieeexplore.ieee.org
This paper evaluates the features of DSP-based tabletop digital disc jockey (DJ) media
player separates that have at least some turntable simulation and were available from 2000 …
player separates that have at least some turntable simulation and were available from 2000 …
Pushing the boundary: Specialising deep configuration performance learning
J Gong - 2024 - repository.lboro.ac.uk
Software systems often come with a multitude of configuration options that can be adjusted
to adapt their performance (eg, latency, execution time, and energy consumption) to various …
to adapt their performance (eg, latency, execution time, and energy consumption) to various …
A State-Size Inclusive Approach to Optimizing Stream Processing Applications
In stream processing applications, accurately measuring a system's processing capacity is
critical for ensuring optimal performance and meeting Service Level Objectives (SLOs) …
critical for ensuring optimal performance and meeting Service Level Objectives (SLOs) …
Smart Lab Management using Cloud and ML
M Kulkarni, S Tirupathi, P Tirupathi… - … on Advances in …, 2023 - ieeexplore.ieee.org
In the field of laboratory computer management, the transition from manual installations to
an efficient and effective approach is a long-term challenge. This system represents a new …
an efficient and effective approach is a long-term challenge. This system represents a new …
School of Computing, Newcastle University, Newcastle upon Tyne NE17RU, UK {po omoregbee2, matthew. forshaw, nigel. thomas}@ newcastle. ac. uk
P Omoregbee - … : 19th European Workshop, EPEW 2023, and …, 2023 - books.google.com
In stream processing applications, accurately measuring a system's processing capacity is
critical for ensuring optimal performance and meeting Service Level Objectives (SLOs) …
critical for ensuring optimal performance and meeting Service Level Objectives (SLOs) …