List of works - Ella Peltonen

A dark and stormy night: Reallocation storms in edge computing

scientific article published in 2022

Constella: Crowdsourced system setting recommendations for mobile devices

scientific article published in 2016

DatEthics: Ethical Data-Centric Design of Intelligent Behaviour

EDISON: An Edge-Native Method and Architecture for Distributed Interpolation

scientific article published on 24 March 2021

Edge-Based Microservices Architecture for Internet of Things: Mobility Analysis Case Study

scientific article published in December 2019

Energy modeling of system settings: A crowdsourced approach

scientific article published in March 2015

Exploiting Usage to Predict Instantaneous App Popularity

scientific article published on 2 April 2019

Hot or Not? Robust and Accurate Continuous Thermal Imaging on FLIR cameras

scientific article published in March 2019

Internet of Things for Smart Spaces: A University Campus Case Study

scientific article published on 02 July 2020

Iterative data analysis for sensing applications

scientific article published in March 2015

LinkEdge: Open-sourced MLOps Integration with IoT Edge

scientific article published on 17 October 2023

Mobile road weather sensor calibration by sensor fusion and linear mixed models

scientific article published on 07 February 2019

Perspectives on Negative Research Results in Pervasive Computing

scientific article published in July 2023

Predicting Depression From Smartphone Behavioral Markers Using Machine Learning Methods, Hyperparameter Optimization, and Feature Importance Analysis: Exploratory Study

scientific article published on 12 July 2021

Public and Open Internet of Things for Smart Cities: The SME Perspective

scientific article published in April 2020

Roadmap for edge AI

Scaling up an Edge Server Deployment

scientific article published in March 2020

The Many Faces of Edge Intelligence

The Second Round: Diverse Paths Towards Software Engineering

scientific article published on 18 September 2024

The hidden image of mobile apps

scientific article published on 3 September 2018

Too big to mail: On the way to publish large-scale mobile analytics data

scientific article published in December 2016

Towards EDISON: An Edge-Native Approach to Distributed Interpolation of Environmental Data

scientific article published in July 2019

Towards understanding smartphone usage and sleep with a crowdsensing approach

scientific article published on 10 September 2020

Understanding Smartwatch Battery Utilization in the Wild

scientific article published on 06 July 2020

When phones get personal: Predicting Big Five personality traits from application usage

scientific article published in 2020

Where Has My Battery Gone?: A Novel Crowdsourced Solution for Characterizing Energy Consumption

scientific article published on 21 January 2016

Wrist-worn Wearable Sensors to Understand Insides of the Human Body

scientific article published on 12 June 2019

List of works by Ella Peltonen