Essays about: "trouble reports"
Showing result 1 - 5 of 19 essays containing the words trouble reports.
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1. Automating Root Cause Analysis of Anomalies in Ericsson Wallet Platform using Machine Learning
University essay from Blekinge Tekniska HögskolaAbstract : Background: In this era of mobile wallet platforms, to ensure key requirements like high availability and performance, the company must have mechanisms in place to detect anomalies at any given point in time. Ericsson Wallet Platform(EWP), a mobile wallet platform, is facing the problem of manually analyzing all the logs and reports and taking comprehensive action decisions accordingly. READ MORE
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2. Duplicate detection of multimodal and domain-specific trouble reports when having few samples : An evaluation of models using natural language processing, machine learning, and Siamese networks pre-trained on automatically labeled data
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Trouble and bug reports are essential in software maintenance and for identifying faults—a challenging and time-consuming task. In cases when the fault and reports are similar or identical to previous and already resolved ones, the effort can be reduced significantly making the prospect of automatically detecting duplicates very compelling. READ MORE
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3. Integrating Telecommunications-Specific Language Models into a Trouble Report Retrieval Approach
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In the development of large telecommunications systems, it is imperative to identify, report, analyze and, thereafter, resolve both software and hardware faults. This resolution process often relies on written trouble reports (TRs), that contain information about the observed fault and, after analysis, information about why the fault occurred and the decision to resolve the fault. READ MORE
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4. Determining confidence in test quality assessment in large-scale software development
University essay from Linköpings universitet/Institutionen för datavetenskapAbstract : Software testing can be cumbersome and complicated. The complexity of the tests increases when the software itself becomes larger and more complex. When continuous integration is applied to software development feedback to tests can be obtained regularly. These tests are performed in stages and each loop provides test results. READ MORE
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5. Automated Trouble Report Labeling : In The Telecom Industry
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Trouble reporting is a substantial component in any technical product's maintenance workflow. In this project, we investigated a set of methods for streamlining this workflow, using both software solutions and machine learning. The aim was to find a way of grouping trouble reports for easier analysis and other potential usecases down the line. READ MORE
