Mobile Energy Bug Diagnosis
| Main Author: | |
|---|---|
| Language: | English |
| Published: |
The Ohio State University / OhioLINK
2013
|
| Subjects: | |
| Online Access: | http://rave.ohiolink.edu/etdc/view?acc_num=osu1366382081 |
| id |
ndltd-OhioLink-oai-etd.ohiolink.edu-osu1366382081 |
|---|---|
| record_format |
oai_dc |
| spelling |
ndltd-OhioLink-oai-etd.ohiolink.edu-osu13663820812021-08-03T05:22:27Z Mobile Energy Bug Diagnosis Chen, Jau-Yuan Computer Science Smartphones have become the most prevalent computing platforms because of their portability and powerful hardware equipped. However, the battery development barely catches up with the need for higher energy consumption requirement. The worse is software defects or careless developers usually make the application consume exceptionally higher amount of energy than expect and drain the battery in short time.In this work, we aimed at the abnormal battery drain issues, namely energy bugs, caused by mobile applications and proposed a diagnosis framework to address the issue. We used the online application and system utilization trackers in conjunction with unsupervised clustering and labeling to find out whether the suspect app was suffered from energy bugs, and also we interprets application actions into action units to provide the high level context information for better understanding to both general users and developers.Our experimental results show that our framework can provide high precision and low false alarm rates in diagnosis. We also provides a potential extension to further improve our system. 2013-08-06 English text The Ohio State University / OhioLINK http://rave.ohiolink.edu/etdc/view?acc_num=osu1366382081 http://rave.ohiolink.edu/etdc/view?acc_num=osu1366382081 unrestricted This thesis or dissertation is protected by copyright: all rights reserved. It may not be copied or redistributed beyond the terms of applicable copyright laws. |
| collection |
NDLTD |
| language |
English |
| sources |
NDLTD |
| topic |
Computer Science |
| spellingShingle |
Computer Science Chen, Jau-Yuan Mobile Energy Bug Diagnosis |
| author |
Chen, Jau-Yuan |
| author_facet |
Chen, Jau-Yuan |
| author_sort |
Chen, Jau-Yuan |
| title |
Mobile Energy Bug Diagnosis |
| title_short |
Mobile Energy Bug Diagnosis |
| title_full |
Mobile Energy Bug Diagnosis |
| title_fullStr |
Mobile Energy Bug Diagnosis |
| title_full_unstemmed |
Mobile Energy Bug Diagnosis |
| title_sort |
mobile energy bug diagnosis |
| publisher |
The Ohio State University / OhioLINK |
| publishDate |
2013 |
| url |
http://rave.ohiolink.edu/etdc/view?acc_num=osu1366382081 |
| work_keys_str_mv |
AT chenjauyuan mobileenergybugdiagnosis |
| _version_ |
1719419256083316736 |