https://ogma.newcastle.edu.au/vital/access/ /manager/Index ${session.getAttribute("locale")} 5 Towards More Efficient Meta-heuristic Algorithms for Combinatorial Test Generation https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:42524 Wed 24 Aug 2022 12:41:23 AEST ]]> Local Search with Efficient Automatic Configuration for Minimum Vertex Cover https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:42523 Wed 24 Aug 2022 12:27:38 AEST ]]> Intelligent virtual machine provisioning in cloud computing https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:38584 Wed 10 Nov 2021 16:16:31 AEDT ]]> Multi-task Hierarchical Classification for Disk Failure Prediction in Online Service Systems https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:53301 Tue 21 Nov 2023 12:04:11 AEDT ]]> NENYA: Cascade Reinforcement Learning for Cost-Aware Failure Mitigation at Microsoft 365 https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:53307 Tue 21 Nov 2023 12:02:23 AEDT ]]> NTAM: Neighborhood-temporal attention model for disk failure prediction in cloud platforms https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:43830 Tue 04 Oct 2022 11:25:27 AEDT ]]> PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:43828 Tue 04 Oct 2022 11:18:28 AEDT ]]> Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:40656 Thu 28 Jul 2022 15:00:10 AEST ]]> Neural feature search: a neural architecture for automated feature engineering https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:42085 Thu 18 Aug 2022 11:24:23 AEST ]]> Intelligent container reallocation at Microsoft 365 https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:46072 Thu 10 Nov 2022 16:29:02 AEDT ]]> Effective low capacity status prediction for cloud systems https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:40310 Thu 07 Jul 2022 16:57:00 AEST ]]> AutoCCAG: An Automated Approach to Constrained Covering Array Generation https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:43530 =4 is even more challenging. Inspired by the success of automated algorithm configuration and automated algorithm selection in solving combinatorial optimization problems, in this paper, we investigate the efficacy of automated algorithm configuration and automated algorithm selection for the CCAG problem, and propose a novel, automated CCAG approach called AutoCCAG. Extensive experiments on public benchmarks show that AutoCCAG can find much smaller-sized CCAs than current state-of-the-art approaches, indicating the effectiveness of AutoCCAG. More encouragingly, to our best knowledge, our paper reports the first results for CCAG with a high coverage strength (i.e., 5-way CCAG) on public benchmarks. Our results demonstrate that AutoCCAG can bring considerable benefits in testing highly configurable software systems.]]> Mon 20 Nov 2023 14:26:03 AEDT ]]> SamplingCA: effective and efficient sampling-based pairwise testing for highly configurable software systems https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:54951 Fri 22 Mar 2024 15:29:12 AEDT ]]> Efficient incident identification from multi-dimensional issue reports via meta-heuristic search https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:42143 Fri 19 Aug 2022 13:39:06 AEST ]]> LS-sampling: An effective local search based sampling approach for achieving high t-wise coverage https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:48883 Fri 14 Apr 2023 10:50:46 AEST ]]>