Jukka K. Nurminen

Vlad Stirbu

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

Learning the Structure of Commands by Detecting Random Tokens Using Markov Model.

[BibT_eX]

[DOI]

Zafar Hussain

Perttu Ranta-aho

Proceedings of the 8th International Conference on Machine Learning Technologies, 2023

Autonomously Adaptive Machine Learning Systems: Experimentation-Driven Open-Source Pipeline.

[BibT_eX]

[DOI]

Yumo Luo

Mikko Raatikainen

Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023

Anomaly Localization in Audio via Feature Pyramid Matching.

[BibT_eX]

[DOI]

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Discrepancy Scaling for Fast Unsupervised Anomaly Localization.

[BibT_eX]

[DOI]

Juha Mylläri

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Failure Prediction in 2D Document Information Extraction with Calibrated Confidence Scores.

[BibT_eX]

[DOI]

Juhani Kivimäki

Aleksey Lebedev

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Explainability of Machine Learning in Work Disability Risk Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2023 International Conference on Advances in Computing Research (ACR'23), 2023

Work Disability Risk Prediction with Text Classification of Medical Reports.

[BibT_eX]

[DOI]

Vili Huhta-Koivisto

Katja Saarela

Proceedings of the 2023 International Conference on Advances in Computing Research (ACR'23), 2023

2022

On misbehaviour and fault tolerance in machine learning systems.

[BibT_eX]

[DOI]

J. Syst. Softw., 2022

The Next Bottleneck after Quantum Hardware Will be Quantum Software.

[BibT_eX]

[DOI]

ERCIM News, 2022

Practices and Infrastructures for Machine Learning Systems: An Interview Study in Finnish Organizations.

[BibT_eX]

[DOI]

Computer, 2022

Node co-activations as a means of error detection - Towards fault-tolerant neural networks.

[BibT_eX]

[DOI]

Lalli Myllyaho

Array, 2022

Combining Rule-Based System and Machine Learning to Classify Semi-natural Language Data.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems and Applications, 2022

Work Disability Risk Prediction Using Machine Learning, Comparison of Two Methods.

[BibT_eX]

[DOI]

Katja Saarela

Vili Huhta-Koivisto

Proceedings of the ICR'22 International Conference on Innovations in Computing Research, 2022

Grouping Test Results with the Common Root Cause Using String Similarity Algorithms.

[BibT_eX]

[DOI]

Vladimir T. Kramar

Tatu Aalto

Proceedings of the ICR'22 International Conference on Innovations in Computing Research, 2022

2021

Systematic literature review of validation methods for AI systems.

[BibT_eX]

[DOI]

J. Syst. Softw., 2021

Regression Test Selection Tool for Python in Continuous Integration Process.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Software Analysis, 2021

Is Machine Learning Software Just Software: A Maintainability View.

[BibT_eX]

[DOI]

Proceedings of the Software Quality: Future Perspectives on Software Engineering Quality, 2021

Command Similarity Measurement Using NLP.

[BibT_eX]

[DOI]

Proceedings of the 10th Symposium on Languages, Applications and Technologies, 2021

Robustness of AutoML for Time Series Forecasting in Sensor Networks.

[BibT_eX]

[DOI]

Tuomas Halvari

Proceedings of the IFIP Networking Conference, 2021

Program Equivalence Checking for the Facilitation of Quantum Offloading.

[BibT_eX]

[DOI]

Jon Speer

Proceedings of the 11th IEEE Annual Computing and Communication Workshop and Conference, 2021

2020

Validation Frameworks for Self-Driving Vehicles: A Survey.

[BibT_eX]

[DOI]

CoRR, 2020

Testing the Robustness of AutoML Systems.

[BibT_eX]

[DOI]

Tuomas Halvari

Proceedings of the First Workshop on Agents and Robots for reliable Engineered Autonomy, 2020

Understanding WiFi Cross-Technology Interference Detection in the Real World.

[BibT_eX]

[DOI]

Teemu Pulkkinen

Petteri Nurmi

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

2019

Analyzing the power consumption behavior of a large scale data center.

[BibT_eX]

[DOI]

Sebastian von Alfthan

Olli-Pekka Lehto

SICS Softw.-Intensive Cyber Phys. Syst., 2019

Software Framework for Data Fault Injection to Test Machine Learning Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2019

Object Detection in Design Diagrams with Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Progress in Computer Recognition Systems, 2019

2018

RAPL in Action: Experiences in Using RAPL for Power Measurements.

[BibT_eX]

[DOI]

ACM Trans. Model. Perform. Evaluation Comput. Syst., 2018

Towards Green Big Data at CERN.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2018

A Unified Framework for 5G Network Management Tools.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE Conference on Service-Oriented Computing and Applications, 2018

Self-Healing Cloud Services in Private Multi-Clouds.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018

2017

Optimized Upload Strategies for Live Scalable Video Transmission from Mobile Devices.

[BibT_eX]

[DOI]

Enrico Masala

IEEE Trans. Mob. Comput., 2017

Energy efficiency of dynamic management of virtual cluster with heterogeneous hardware.

[BibT_eX]

[DOI]

Jukka Kommeri

Tapio Niemi

J. Supercomput., 2017

Special issue on intelligent urban computing with big data.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2017

Adaptive Root Cause Analysis for Self-Healing in 5G Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

2016

Using Viewing Statistics to Control Energy and Traffic Overhead in Mobile Video Streaming.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2016

Cloud-Based Pedestrian Road-Safety with Situation-Adaptive Energy-Efficient Communication.

[BibT_eX]

[DOI]

Mehrdad Bagheri

IEEE Intell. Transp. Syst. Mag., 2016

How much power does your server consume? Estimating wall socket power using RAPL measurements.

[BibT_eX]

[DOI]

Comput. Sci. Res. Dev., 2016

Inventory theory applied to cost optimization in cloud computing.

[BibT_eX]

[DOI]

Andrea Nodari

Christian Frühwirth

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Business-aware son coordinator for LTE-A networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on High Performance Computing & Simulation, 2016

Energy efficiency of large scale graph processing platforms.

[BibT_eX]

[DOI]

Kashif Nizam Khan

Tapio Niemi

Zhonghong Ou

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

2015

Leveraging Parallel Communications for Minimizing Energy Consumption on Smartphones.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2015

Mobile multimedia streaming techniques: QoE and energy saving perspective.

[BibT_eX]

[DOI]

Pervasive Mob. Comput., 2015

Adding semantics to internet of things.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2015

Energy-efficient Position Tracking via Trajectory Modeling.

[BibT_eX]

[DOI]

Andrea Nodari

Proceedings of the 10th International Workshop on Mobility in the Evolving Internet Architecture, 2015

Performance evaluation of WebRTC data channels.

[BibT_eX]

[DOI]

Rasmus Eskola

Proceedings of the 2015 IEEE Symposium on Computers and Communication, 2015

Self-optimization of power parameters in WCDMA networks.

[BibT_eX]

[DOI]

Tero Isotalo

Proceedings of the 2015 International Conference on High Performance Computing & Simulation, 2015

Exploring the delay versus quality tradeoff in real-time streaming of scalable video from mobile devices.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

Computing Heaters - An Energy-Efficient Way to Provide Computing Services.

[BibT_eX]

[DOI]

Johan Strandman

Tapio Niemi

Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

Energy Profiling Using IgProf.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

2014

Saving Energy in Mobile Devices for On-Demand Multimedia Streaming - A Cross-Layer Approach.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2014

Techniques and tools for measuring energy efficiency of scientific software applications.

[BibT_eX]

[DOI]

CoRR, 2014

Energy Efficient Multimedia Streaming to Mobile Devices - A Survey.

[BibT_eX]

[DOI]

IEEE Commun. Surv. Tutorials, 2014

Performance study for off-grid self-backhauled small cells in dense informal settlements.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

Cloud Databases for Internet-of-Things Data.

[BibT_eX]

[DOI]

Phan Thi Anh Mai

Mario Di Francesco

Proceedings of the 2014 IEEE International Conference on Internet of Things, 2014

Cellular-based vehicle to pedestrian (V2P) adaptive communication for collision avoidance.

[BibT_eX]

[DOI]

Mehrdad Bagheri

Proceedings of the International Conference on Connected Vehicles and Expo, 2014

Supporting Energy-Efficient Mobile Application Development with Model-Driven Code Generation.

[BibT_eX]

[DOI]

Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2014

In-vehicle application for multimodal route planning and analysis.

[BibT_eX]

[DOI]

Marius Noreikis

Pranas Butkus

Proceedings of the 3rd IEEE International Conference on Cloud Networking, 2014

Connecting IoT Sensors to Knowledge-based Systems by Transforming SenML to RDF.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Ambient Systems, 2014

2013

Is the Same Instance Type Created Equal? Exploiting Heterogeneity of Public Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2013

Design of energy-efficient location-based cloud services using cheap sensors.

[BibT_eX]

[DOI]

Sharmistha Chatterjee

Int. J. Pervasive Comput. Commun., 2013

Energy Efficiency of Mobile Device Recharging.

[BibT_eX]

[DOI]

Jussi Ruutu

Kari Rissanen

Int. J. Handheld Comput. Res., 2013

Mobile Multimedia Streaming : QoE and Energy Consumption Perspective.

[BibT_eX]

[DOI]

CoRR, 2013

Dissecting mobile video services: An energy consumption perspective.

[BibT_eX]

[DOI]

Mika Aalto

Proceedings of the IEEE 14th International Symposium on "A World of Wireless, 2013

TCP receive buffer aware wireless multimedia streaming: an energy efficient approach.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 23rd ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2013

Performance and Energy-Efficiency of Scala on Mobile Devices.

[BibT_eX]

[DOI]

Mattia Denti

Proceedings of the Seventh International Conference on Next Generation Mobile Apps, 2013

Modelling and analysis of link adaptation for LTE-advanced.

[BibT_eX]

[DOI]

Parth Amin

Sassan Iraji

Proceedings of the 16th ACM International Conference on Modeling, 2013

Using crowd-sourced viewing statistics to save energy in wireless video streaming.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual International Conference on Mobile Computing and Networking, 2013

Characterize energy impact of concurrent network-intensive applications on mobile platforms.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM International Workshop on Mobility in the Evolving Internet Architecture, 2013

Streaming over 3G and LTE: how to save smartphone energy in radio access network-friendly way.

[BibT_eX]

[DOI]

Mika Aalto

Proceedings of the 5th Workshop on Mobile Video, 2013

Electric vehicles communicating with WebSockets - measurements and estimations.

[BibT_eX]

[DOI]

Javier Perez

Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

Energy Efficient Distributed Computing on Mobile Devices.

[BibT_eX]

[DOI]

Proceedings of the Distributed Computing and Internet Technology, 2013

Enhanced Search in Unstructured Peer-to-Peer Overlay Networks.

[BibT_eX]

[DOI]

Proceedings of the Grid and Pervasive Computing - 8th International Conference, 2013

2012

Energy efficiency of mobile handsets: Measuring user attitudes and behavior.

[BibT_eX]

[DOI]

Timo Smura

Heikki Hämmäinen

Telematics Informatics, 2012

Modeling resource constrained BitTorrent proxies for energy efficient mobile content sharing.

[BibT_eX]

[DOI]

Peer-to-Peer Netw. Appl., 2012

Investigating Streaming Techniques and Energy Efficiency of Mobile Video Services

[BibT_eX]

[DOI]

Mika Aalto

CoRR, 2012

Creating green incentives and mechanisms through packet-level energy accounting.

[BibT_eX]

[DOI]

Antti Ylä-Jääski

Proceedings of the 2012 IEEE Wireless Communications and Networking Conference Workshops, 2012

How low energy is bluetooth low energy? Comparative measurements with ZigBee/802.15.4.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Wireless Communications and Networking Conference Workshops, 2012

Measuring and modeling mobile phone charger energy consumption and environmental impact.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

SmartDiet: offloading popular apps to save energy.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2012 Conference, 2012

Integrate WSN to the Web of Things by Using XMPP.

[BibT_eX]

[DOI]

Pin Nie

Proceedings of the Sensor Systems and Software - Third International ICST Conference, 2012

Energy Cost of Advertisements in Mobile Games on the Android Platform.

[BibT_eX]

[DOI]

Irena Prochkova

Varun Singh

Proceedings of the Sixth International Conference on Next Generation Mobile Applications, 2012

Low cost positioning by matching altitude readings with crowd-sourced route data.

[BibT_eX]

[DOI]

Sharmistha Chatterjee

Proceedings of the 10th International Conference on Advances in Mobile Computing & Multimedia, 2012

Can offloading save energy for popular apps?

[BibT_eX]

[DOI]

Proceedings of the seventh ACM International Workshop on Mobility in the Evolving Internet Architecture, 2012

Exploiting Hardware Heterogeneity within the Same Instance Type of Amazon EC2.

[BibT_eX]

[DOI]

Proceedings of the 4th USENIX Workshop on Hot Topics in Cloud Computing, 2012

Applicability of different models of burstiness to energy consumption estimation.

[BibT_eX]

[DOI]

Kazi Wali Ullah

Proceedings of the 8th International Symposium on Communication Systems, 2012

Energy- and Cost-Efficiency Analysis of ARM-Based Clusters.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012

Improving the Efficiency of Deploying Virtual Machines in a Cloud Environment.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Conference on Cloud and Service Computing, 2012

2011

Offloadable Apps using SmartDiet: Towards an analysis toolkit for mobile application developers

[BibT_eX]

[DOI]

CoRR, 2011

Using home routers as proxies for energy-efficient bittorrent downloads to mobile phones.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2011

Distributed BitTorrent proxy for energy efficient mobile content sharing.

[BibT_eX]

[DOI]

Proceedings of the 14th International Symposium on Wireless Personal Multimedia Communications, 2011

The Effect of Unwanted Internet Traffic on Cellular Phone Energy Consumption.

[BibT_eX]

[DOI]

Ismo H. Puustinen

Proceedings of the 4th IFIP International Conference on New Technologies, 2011

Energy Efficiency of Recharging a Mobile Device.

[BibT_eX]

[DOI]

Jussi Ruutu

Kari Rissanen

Proceedings of the 5th International Conference on Next Generation Mobile Applications, 2011

Energy-efficient BitTorrent downloads to mobile phones through memory-limited proxies.

[BibT_eX]

[DOI]

Jukka Kalevi Nurminen

Proceedings of the 2011 IEEE Consumer Communications and Networking Conference, 2011

On the energy efficiency of proxy-based traffic shaping for mobile audio streaming.

[BibT_eX]

[DOI]

Jukka Kalevi Nurminen

Proceedings of the 2011 IEEE Consumer Communications and Networking Conference, 2011

Extending mobile BitTorrent environment with network coding.

[BibT_eX]

[DOI]

Péter Ekler

Tamás Lukovszki

Jukka Kalevi Nurminen

Proceedings of the 2011 IEEE Consumer Communications and Networking Conference, 2011

2010

Consumer Attitudes Towards Energy Consumption of Mobile Phones and Services.

[BibT_eX]

[DOI]

Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

Energy-efficient mobile bittorrent with broadband router hosted proxies.

[BibT_eX]

[DOI]

Proceedings of the 3rd Joint IFIP Wireless and Mobile Networking Conference, 2010

Analysis of the Energy Consumption of JavaScript Based Mobile Web Applications.

[BibT_eX]

[DOI]

Antti P. Miettinen

Proceedings of the Mobile Lightweight Wireless Systems, 2010

Energy Efficiency of Mobile Clients in Cloud Computing.

[BibT_eX]

[DOI]

Antti P. Miettinen

Proceedings of the 2nd USENIX Workshop on Hot Topics in Cloud Computing, 2010

BitTorrent on mobile phones - energy efficiency of a distributed proxy solution.

[BibT_eX]

[DOI]

Proceedings of the International Green Computing Conference 2010, 2010

Parallel Connections and their Effect on the Battery Consumption of a Mobile Phone.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE Consumer Communications and Networking Conference, 2010

DHT Performance for Peer-to-Peer SIP - A Mobile Phone Perspective.

[BibT_eX]

[DOI]

Marcin Matuszewski

Proceedings of the 7th IEEE Consumer Communications and Networking Conference, 2010

CloudTorrent - Energy-Efficient BitTorrent Content Sharing for Mobile Devices via Cloud Services.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE Consumer Communications and Networking Conference, 2010

2009

Bursty content sharing mechanism for energy-limited mobile devices.

[BibT_eX]

[DOI]

Proceedings of the 4th ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks, 2009

Parallel Data Transfer with Voice Calls for Energy-Efficient Mobile Services.

[BibT_eX]

[DOI]

Janne Nöyränen

Proceedings of the Mobile Wireless Middleware, 2009

Sharing the Experience with Mobile Video: A Student Community Trial.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE Consumer Communications and Networking Conference, 2009

Consumer Attitudes towards Different Aspects of Mobile Peer-to-Peer Services.

[BibT_eX]

[DOI]

Proceedings of the First International Conference on Advances in P2P Systems, 2009

2008

A Security Analysis of a P2P Incentive Mechanisms for Mobile Devices.

[BibT_eX]

[DOI]

Jani Suomalainen

Anssi Pehrsson

Proceedings of the Third International Conference on Internet and Web Applications and Services, 2008

Mobile Web Application Development Stack.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE Consumer Communications and Networking Conference, 2008

Mobile Search - Social Network Search Using Mobile Devices.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE Consumer Communications and Networking Conference, 2008

Drupal Content Management System on Mobile Phone.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE Consumer Communications and Networking Conference, 2008

Energy-Consumption in Mobile Peer-to-Peer - Quantitative Results from File Sharing.

[BibT_eX]

[DOI]

Janne Nöyränen

Proceedings of the 5th IEEE Consumer Communications and Networking Conference, 2008

Experiences of Implementing BitTorrent on Java ME Platform.

[BibT_eX]

[DOI]

Péter Ekler

Attila Kiss

Proceedings of the 5th IEEE Consumer Communications and Networking Conference, 2008

2007

Reusing an open source application - practical experiences with a mobile CRM pilot.

[BibT_eX]

[DOI]

Proceedings of the Open Source Development, 2007

Developing a mobile reporting system for road maintenance: user research perspective.

[BibT_eX]

[DOI]

Aino Ahtinen

Jonna Häkkilä

Proceedings of the 4th International Conference on Mobile Technology, 2007

Mobile Phone as an Inspections Tool--Experiences with a Service for Field Force.

[BibT_eX]

[DOI]

Teemu Jalava

Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

2006

P2P applications on smart phones using cellular communications.

[BibT_eX]

[DOI]

Balázs Bakos

Lóránt Farkas

Proceedings of the IEEE Wireless Communications and Networking Conference, 2006

Mobile Data Replication Utilizing The Ternary Connectivity Model.

[BibT_eX]

[DOI]

Norbert Gyorbíró

Gábor Márton

Proceedings of the Sixth International Conference on Computer and Information Technology (CIT 2006), 2006

2005

Phonebook Search Engine for Mobile P2P Social Networks.

[BibT_eX]

Balázs Bakos

Lóránt Farkas

Proceedings of the IASTED International Conference on Databases and Applications, 2005

2004

Peer-to-peer content sharing in wireless networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE 15th International Symposium on Personal, 2004

2003

Modelling and implementation issues in circuit and network planning tools.

[BibT_eX]

[DOI]

PhD thesis, 2003

What makes expert systems survive over 10 years - empirical evaluation of several engineering applications.

[BibT_eX]

[DOI]

Olli Karonen

Kimmo Hätönen

Expert Syst. Appl., 2003

Using software complexity measures to analyze algorithms - an experiment with the shortest-paths algorithms.

[BibT_eX]

[DOI]

Comput. Oper. Res., 2003

Peer-to-peer protocol evaluation in topologies resembling wireless networks. An experiment with Gnutella query engine.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Networks, 2003

2002

Evolution of a Software Component - Experiences with a Network Editor Component.

[BibT_eX]

[DOI]

Jyrki Akkanen

Attila Kiss

Proceedings of the 6th European Conference on Software Maintenance and Reengineering (CSMR 2002), 2002

2001

Case study of the evolution of routing algorithms in a network planning tool.

[BibT_eX]

[DOI]

Jyrki Akkanen

J. Syst. Softw., 2001

1989

An application of symbolic computing to the integration of numerical design tools.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 1989

Combining Symbolic Computing with Conventional Design and Analysis Techniques.

[BibT_eX]

Timo Ketonen