OCT 14, 2018 07:38 PM PDT

AI Tool Aims To Help Apps Drain Less Battery

WRITTEN BY: Nouran Amin

Not all apps are created equal. There are many apps devoted to one purpose, such as sending a text message or editing a video but have varied in battery usage. For example, sending a message through Skype can drain over three times more battery than WhatsApp. To reduce battery usage, researchers are developing ways to make apps more energy-efficient.

A new tool developed by Purdue researchers would automatically identify and expose ways to make app features more energy-efficient, saving battery life. (Purdue University image/Kayla Wiles)

Specifically, developers at Purdue University have created a tool called "DiffProf” which was announced at the 13th USENIX Symposium on Operating Systems Design and Implementation to utilize artificial intelligence in order to automatically decide for the developer if a feature should be altered for less battery usage. "What if a feature of an app needs to consume 70 percent of the phone's battery? Is there room for improvement, or should that feature be left the way it is?" says CEO and co-founder of Mobile Enerlytics, LLC., Y. Charlie Hu.

The Hu lab, in 2012, was the first to create a tool for developers that can allow them to identify issues in source code responsible for an app’s battery drain. "Before this point, trying to figure out how much battery an app is draining was like looking at a black box," explains Hu, a professor of electrical and computer engineering. "It was a big step forward, but it still isn't enough, because developers often wouldn't know what to do with information about the source of a battery drain."

Image via Phys.Org

If the developers are implementing the same task for two app’s then it does not always indicate that the code can run the same for both of them to apps. For DiffProf, it will aim to catch these differences between the codes of two apps. This will reveal how to rewrite an app that can drain less battery. "Ultimately, in order for this technique to make a big difference for an entire smartphone, all developers would need to make their apps more energy-efficient," says Abhilash Jindal, former Ph.D student in computer science at Purdue University and a fellow co-founder of Mobile Enerlytics. "The impact also depends on how intensively someone uses certain apps. Someone who uses messaging apps a lot might experience longer battery life, but someone who doesn't use their messaging apps at all might not”.

Source: ScienceDaily

About the Author
  • Nouran enjoys writing on various topics including science & medicine, global health, and conservation biology. She hopes through her writing she can make science more engaging and communicable to the general public.
You May Also Like
AUG 19, 2018
Technology
AUG 19, 2018
4D Printing Ceramic Systems
Ceramics have a high melting point which makes it difficult to be produced by conventional lasers. Additionally, ceramic production by existing 3D-printing...
SEP 23, 2018
Cardiology
SEP 23, 2018
Take Control of Your Heart Data With Apple's New Watch
      Consumer grade activity trackers have been steadily increasing in popularity in recent years. Although these wearables initially were...
SEP 25, 2018
Neuroscience
SEP 25, 2018
A Brain-Body Imaging System for Neurological Diagnostics
When neuroscientists and doctors have to diagnose complex brain illnesses or injuries, they must collect a great deal of information. From MRI scans to phy...
SEP 25, 2018
Cell & Molecular Biology
SEP 25, 2018
Creating Circuits to Detect and React to Conditions in Live Cells
Researchers at Caltech have taken an interesting approach to synthetic biology....
OCT 07, 2018
Technology
OCT 07, 2018
Text Messages Track Health Care During The Ebola Outbreak
Texting is not just for catching up with your friends or alerting loved ones that you will be late for dinner, but texting may also be used to rapidly gath...
NOV 11, 2018
Technology
NOV 11, 2018
Extending the Life of Metal-Air Batteries
Research supported by MIT Lincoln Laboratory has examined a way to substantially reduce corrosion in metal-air batteries—increasing longer shelf life...
Loading Comments...