Mário Almeida

According to our database, Mário Almeida authored at least 22 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

NAWQ-SR: A Hybrid-Precision NPU Engine for Efficient On-Device Super-Resolution.

Stylianos I. Venieris, Mário Almeida, Royson Lee, Nicholas D. Lane

IEEE Trans. Mob. Comput., March, 2024

2022

DynO: Dynamic Onloading of Deep Neural Networks from Cloud to Device.

Mário Almeida, Stefanos Laskaridis, Stylianos I. Venieris, Ilias Leontiadis, Nicholas D. Lane

ACM Trans. Embed. Comput. Syst., November, 2022

2021

FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout.

Samuel Horváth, Stefanos Laskaridis, Mário Almeida, Ilias Leontiadis, Stylianos I. Venieris, Nicholas D. Lane

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Federated mobile sensing for activity recognition.

Stefanos Laskaridis, Dimitris Spathis, Mário Almeida

Proceedings of the ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking, 2021

Smart at what cost?: characterising mobile deep neural networks in the wild.

Mário Almeida, Stefanos Laskaridis, Abhinav Mehrotra, Lukasz Dudziak, Ilias Leontiadis, Nicholas D. Lane

Proceedings of the IMC '21: ACM Internet Measurement Conference, 2021

2020

SPINN: synergistic progressive inference of neural networks over device and cloud.

Stefanos Laskaridis, Stylianos I. Venieris, Mário Almeida, Ilias Leontiadis, Nicholas D. Lane

Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

2019

Diffusing Your Mobile Apps: Extending In-Network Function Virtualization to Mobile Function Offloading.

Mário Almeida, Liang Wang, Jeremy Blackburn, Konstantina Papagiannaki, Jon Crowcroft

CoRR, 2019

EmBench: Quantifying Performance Variations of Deep Neural Networks across Modern Commodity Devices.

Mário Almeida, Stefanos Laskaridis, Ilias Leontiadis, Stylianos I. Venieris, Nicholas D. Lane

CoRR, 2019

2018

Elastic phone: towards detecting and mitigating computation and energy inefficiencies in mobile apps.

Mário Almeida

PhD thesis, 2018

A Family of Droids: Analyzing Behavioral Model based Android Malware Detection via Static and Dynamic Analysis.

Lucky Onwuzurike, Mário Almeida, Enrico Mariconti, Jeremy Blackburn, Gianluca Stringhini, Emiliano De Cristofaro

CoRR, 2018

CHIMP: Crowdsourcing Human Inputs for Mobile Phones.

Mário Almeida, Muhammad Bilal, Alessandro Finamore, Ilias Leontiadis, Yan Grunenberger, Matteo Varvello, Jeremy Blackburn

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

A Family of Droids-Android Malware Detection via Behavioral Modeling: Static vs Dynamic Analysis.

Lucky Onwuzurike, Mário Almeida, Enrico Mariconti, Jeremy Blackburn, Gianluca Stringhini, Emiliano De Cristofaro

Proceedings of the 16th Annual Conference on Privacy, Security and Trust, 2018

2017

Dissecting DNS Stakeholders in Mobile Networks.

Mário Almeida, Alessandro Finamore, Diego Perino, Narseo Vallina-Rodriguez, Matteo Varvello

Proceedings of the 13th International Conference on emerging Networking EXperiments and Technologies, 2017

2016

C3PO: Computation Congestion Control (PrOactive) - an algorithm for dynamic diffusion of ephemeral in-network services.

Liang Wang, Mário Almeida, Jeremy Blackburn, Jon Crowcroft

CoRR, 2016

Stweeler: A Framework for Twitter Bot Analysis.

Zafar Gilani, Liang Wang, Jon Crowcroft, Mário Almeida, Reza Farahbakhsh

Proceedings of the 25th International Conference on World Wide Web, 2016

An Empirical Study of Android Alarm Usage for Application Scheduling.

Mário Almeida, Muhammad Bilal, Jeremy Blackburn, Konstantina Papagiannaki

Proceedings of the Passive and Active Measurement - 17th International Conference, 2016

C3PO: Computation Congestion Control (PrOactive).

Liang Wang, Mário Almeida, Jeremy Blackburn, Jon Crowcroft

Proceedings of the 3rd ACM Conference on Information-Centric Networking, 2016

2013

Applying DEMO-based SLAs to cloud services.

Carlos Mendes, Mário Almeida, Miguel Mira da Silva

J. Serv. Sci. Res., 2013

RILAnalyzer: a comprehensive 3G monitor on your phone.

Narseo Vallina-Rodriguez, Andrius Aucinas, Mário Almeida, Yan Grunenberger, Konstantina Papagiannaki, Jon Crowcroft

Proceedings of the 2013 Internet Measurement Conference, 2013

Extended DEMO-Based SLAs to Specify Customers' Expectations.

Mário Almeida, Carlos Mendes, Miguel Mira da Silva

Proceedings of the Exploring Services Science - 4th International Conference, 2013

2012

Modelling Services with DEMO.

Carlos Mendes, Mário Almeida, Nuno Salvador, Miguel Mira da Silva

Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2012

Using DEMO-based SLAs for Improving City Council Services.

Carlos Mendes, Mário Almeida, Nuno Salvador, Miguel Mira da Silva

Proceedings of the KEOD 2012 - Proceedings of the International Conference on Knowledge Engineering and Ontology Development, Barcelona, Spain, 4, 2012