https://ogma.newcastle.edu.au/vital/access/ /manager/Index ${session.getAttribute("locale")} 5 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 ]]> Onion: Identifying incident-indicating logs for cloud systems https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:44029 Wed 05 Oct 2022 15:19:12 AEDT ]]> Towards Intelligent Incident Management: Why We Need It and How We Make It https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:41877 Tue 16 Aug 2022 09:42:16 AEST ]]> Cross-dataset time series anomaly detection for cloud systems https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:48346 Tue 14 Mar 2023 18:46:36 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 ]]> BigIN4: instant, interactive insight identification for multi-dimensional big data https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:38791 Tue 01 Feb 2022 14:23:24 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 ]]> Robust log-based anomaly detection on unstable log data https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:42098 Thu 18 Aug 2022 11:43:37 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 ]]> Fighting the Fog of War: Automated Incident Detection for Cloud Systems https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:47921 Thu 09 Feb 2023 10:35:54 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 ]]> 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 ]]> How long will it take to mitigate this incident for online service systems? https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:39739 Fri 17 Jun 2022 18:27:13 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 ]]> Fast Outage Analysis of Large-Scale Production Clouds with Service Correlation Mining https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:39690 Fri 02 Sep 2022 08:42:46 AEST ]]>