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[logseq-plugin-git:commit] 2025-07-07T12:05:24.797Z

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Davide Di Ruscio
2025-07-07 14:05:25 +02:00
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journals/2025_05_12.md
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collapsed:: true
- type:: [[meeting]]
external-links::
tags::
tags:: [[MENTORING]]
people:: [[people/MarcoGiarrusso]] [[people/claudio]]
date:: [[12-05-2025]] - 12:13
duration::
journals/2025_07_04.md
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@@ -45,7 +45,7 @@ boox-notes:: ![BOOX Notes](../assets/../../onyx/TabUltraCPro/Notepad/JOURNALING.
- ![image.png](../assets/image_1751619513429_0.png)
- ![image.png](../assets/image_1751620060886_0.png)
-
- ### **Meeting con Marco Giarrusso aggiornamento tesi**
- ### **Meeting con [[people/MarcoGiarrusso]] aggiornamento tesi **
- ### **Meeting [[SoftwareMiningGroup]] **
- **Quanitative evaluation on EMELIOT-DSL work**
- Claudio and Juri are working on this
journals/2025_07_07.md
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@@ -5,33 +5,33 @@ boox-notes:: ![BOOX Notes](../assets/../../onyx/TabUltraCPro/Notepad/JOURNALING.
- ### Tasks
-
- ### Notes
- Revisione paper EMSE
- #[[Clip]] [[07-07-2025]] 09:32 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
merging RQ3.C into RQ3.A.
- Add a threats to validity, do the hyperparameter tuning for MLP and check if things change.
- #[[Clip]] [[07-07-2025]] 09:32 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
The conclusions of this paper are highly dependent on the quality of the test cases.
- Threats to external validity
- #[[Clip]] [[07-07-2025]] 09:32 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
discussing (or, if possible, evaluating) additional performance-testing frameworks (e.g., Gatling, JMeter) or load/stress tests to broaden the applicability of your findings.
- #[[Clip]] [[07-07-2025]] 09:32 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
elaborate on how JMH's methodological constraints (e.g., microbenchmark isolation) might bias coverage and cost measurements, and whether your results would generalize to other performance testing styles.
- #[[Clip]] [[07-07-2025]] 09:33 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
acknowledge how method-level results might differ from statement-level insights.
- #[[Clip]] [[07-07-2025]] 09:33 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
consider prototyping a minimal plugin or outlining its design,
- #[[Clip]] [[07-07-2025]] 09:33 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
discuss integrating dynamic profiling metrics
- #[[Clip]] [[07-07-2025]] 09:33 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
reflect on how dynamic features might improve predictive accuracy beyond the top F1≈0.47
- #[[Clip]] [[07-07-2025]] 09:33 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
justify these choices, or report any preliminary experiments that guided them
- #[[Clip]] [[07-07-2025]] 09:33 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
sketch a roadmap for building a "performance-coverage" plugin—what metadata it would collect, how it would integrate with build tools, and how teams might act on its reports.
- #[[Clip]] [[07-07-2025]] 09:33 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
It may make more sense to focus on deep learning models for prediction.
- Future work
- #[[Clip]] [[07-07-2025]] 09:33 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
If the prediction is accurate, the recommended method should be performance-critical, yes?
- Spostare questo alla fine del paragrafo. However, in some cases
performance-critical, as performance relevance strongly depends on contextual factors such as expected workload, deployment environment, and practical software usage pattern can prevent the accuracy of the approach.
- ## Revisione paper EMSE #PAPERS
- #[[Clip]] [[07-07-2025]] 09:32 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
merging RQ3.C into RQ3.A.
- Add a threats to validity, do the hyperparameter tuning for MLP and check if things change.
- #[[Clip]] [[07-07-2025]] 09:32 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
The conclusions of this paper are highly dependent on the quality of the test cases.
- Threats to external validity
- #[[Clip]] [[07-07-2025]] 09:32 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
discussing (or, if possible, evaluating) additional performance-testing frameworks (e.g., Gatling, JMeter) or load/stress tests to broaden the applicability of your findings.
- #[[Clip]] [[07-07-2025]] 09:32 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
elaborate on how JMH's methodological constraints (e.g., microbenchmark isolation) might bias coverage and cost measurements, and whether your results would generalize to other performance testing styles.
- #[[Clip]] [[07-07-2025]] 09:33 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
acknowledge how method-level results might differ from statement-level insights.
- #[[Clip]] [[07-07-2025]] 09:33 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
consider prototyping a minimal plugin or outlining its design,
- #[[Clip]] [[07-07-2025]] 09:33 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
discuss integrating dynamic profiling metrics
- #[[Clip]] [[07-07-2025]] 09:33 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
reflect on how dynamic features might improve predictive accuracy beyond the top F1≈0.47
- #[[Clip]] [[07-07-2025]] 09:33 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
justify these choices, or report any preliminary experiments that guided them
- #[[Clip]] [[07-07-2025]] 09:33 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
sketch a roadmap for building a "performance-coverage" plugin—what metadata it would collect, how it would integrate with build tools, and how teams might act on its reports.
- #[[Clip]] [[07-07-2025]] 09:33 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
It may make more sense to focus on deep learning models for prediction.
- Future work
- #[[Clip]] [[07-07-2025]] 09:33 [Posta - Davide Di Ruscio - Outlook](https://outlook.office365.com/mail/deeplink/read/AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga-BwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3d?ItemID=AAMkADM1NGNiNjk0LTY0ZGUtNDgzOC04MDM5LWNhODNkYWNjNjU4YwBGAAAAAACT6qp78kRgRKuUMBdWEga%2FBwCOhWlC8F7PRKzlljZYZYQmAAAAAAEMAACOhWlC8F7PRKzlljZYZYQmAAgXUmVNAAA%3D&exvsurl=1)
If the prediction is accurate, the recommended method should be performance-critical, yes?
- Spostare questo alla fine del paragrafo. However, in some cases
performance-critical, as performance relevance strongly depends on contextual factors such as expected workload, deployment environment, and practical software usage pattern can prevent the accuracy of the approach.