https://ogma.newcastle.edu.au/vital/access/ /manager/Index ${session.getAttribute("locale")} 5 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 ]]> 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 ]]> 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 ]]> 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 ]]> HALO: Hierarchy-aware Fault Localization for Cloud Systems https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:39729 Fri 17 Jun 2022 17:52:05 AEST ]]> SPINE: a scalable log parser with feedback guidance https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:54836 Fri 15 Mar 2024 11:52:33 AEDT ]]> An empirical investigation of missing data handling in cloud node failure prediction https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:53586 Fri 08 Dec 2023 15:46:14 AEDT ]]>