Mário Almeida

27 papers A* 4A 3B 1C 3Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
NAWQ-SR: A Hybrid-Precision NPU Engine for Efficient On-Device Super-Resolution.
IEEE Trans. Mob. Comput.
Stylianos I. Venieris, Mário Almeida, Royson Lee, Nicholas D. Lane
2022 J jnl
DynO: Dynamic Onloading of Deep Neural Networks from Cloud to Device.
ACM Trans. Embed. Comput. Syst.
Mário Almeida, Stefanos Laskaridis, Stylianos I. Venieris, Ilias Leontiadis, Nicholas D. Lane
2022 J jnl
NAWQ-SR: A Hybrid-Precision NPU Engine for Efficient On-Device Super-Resolution.
CoRR
Stylianos I. Venieris, Mário Almeida, Royson Lee, Nicholas D. Lane
2021 J jnl
DynO: Dynamic Onloading of Deep Neural Networks from Cloud to Device.
CoRR
Mário Almeida, Stefanos Laskaridis, Stylianos I. Venieris, Ilias Leontiadis, Nicholas D. Lane
2021 A* conf
Federated mobile sensing for activity recognition.
MobiCom
Stefanos Laskaridis, Dimitris Spathis, Mário Almeida
2021 A* conf
FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout.
NeurIPS
Samuel Horváth, Stefanos Laskaridis, Mário Almeida, Ilias Leontiadis, Stylianos I. Venieris, Nicholas D. Lane
2021 J jnl
FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout.
CoRR
Samuel Horváth, Stefanos Laskaridis, Mário Almeida, Ilias Leontiadis, Stylianos I. Venieris, Nicholas D. Lane
2021 J jnl
Smart at what cost? Characterising Mobile Deep Neural Networks in the wild.
CoRR
Mário Almeida, Stefanos Laskaridis, Abhinav Mehrotra, Lukasz Dudziak, Ilias Leontiadis, Nicholas D. Lane
2021 A conf
Smart at what cost?: characterising mobile deep neural networks in the wild.
Internet Measurement Conference
Mário Almeida, Stefanos Laskaridis, Abhinav Mehrotra, Lukasz Dudziak, Ilias Leontiadis, Nicholas D. Lane
2020 J jnl
SPINN: Synergistic Progressive Inference of Neural Networks over Device and Cloud.
CoRR
Stefanos Laskaridis, Stylianos I. Venieris, Mário Almeida, Ilias Leontiadis, Nicholas D. Lane
2020 A* conf
SPINN: synergistic progressive inference of neural networks over device and cloud.
MobiCom
Stefanos Laskaridis, Stylianos I. Venieris, Mário Almeida, Ilias Leontiadis, Nicholas D. Lane
2019 J jnl
Diffusing Your Mobile Apps: Extending In-Network Function Virtualization to Mobile Function Offloading.
CoRR
Mário Almeida, Liang Wang, Jeremy Blackburn, Konstantina Papagiannaki, Jon Crowcroft
2019 J jnl
EmBench: Quantifying Performance Variations of Deep Neural Networks across Modern Commodity Devices.
CoRR
Mário Almeida, Stefanos Laskaridis, Ilias Leontiadis, Stylianos I. Venieris, Nicholas D. Lane
2018 C conf
A Family of Droids-Android Malware Detection via Behavioral Modeling: Static vs Dynamic Analysis.
PST
Lucky Onwuzurike, Mário Almeida, Enrico Mariconti, Jeremy Blackburn, Gianluca Stringhini, Emiliano De Cristofaro
2018 J jnl
A Family of Droids: Analyzing Behavioral Model based Android Malware Detection via Static and Dynamic Analysis.
CoRR
Lucky Onwuzurike, Mário Almeida, Enrico Mariconti, Jeremy Blackburn, Gianluca Stringhini, Emiliano De Cristofaro
2018 A* conf
CHIMP: Crowdsourcing Human Inputs for Mobile Phones.
WWW
Mário Almeida, Muhammad Bilal, Alessandro Finamore, Ilias Leontiadis, Yan Grunenberger, Matteo Varvello, Jeremy Blackburn
2018 — —
Elastic phone: towards detecting and mitigating computation and energy inefficiencies in mobile apps.
Mário Almeida
2017 A conf
Dissecting DNS Stakeholders in Mobile Networks.
CoNEXT
Mário Almeida, Alessandro Finamore, Diego Perino, Narseo Vallina-Rodriguez, Matteo Varvello
2016 B conf
An Empirical Study of Android Alarm Usage for Application Scheduling.
PAM
Mário Almeida, Muhammad Bilal, Jeremy Blackburn, Konstantina Papagiannaki
2016 J jnl
C3PO: Computation Congestion Control (PrOactive) - an algorithm for dynamic diffusion of ephemeral in-network services.
CoRR
Liang Wang, Mário Almeida, Jeremy Blackburn, Jon Crowcroft
2016 — conf
C3PO: Computation Congestion Control (PrOactive).
ICN
Liang Wang, Mário Almeida, Jeremy Blackburn, Jon Crowcroft
2016 — conf
Stweeler: A Framework for Twitter Bot Analysis.
WWW (Companion Volume)
Zafar Gilani, Liang Wang, Jon Crowcroft, Mário Almeida, Reza Farahbakhsh
2013 J jnl
Applying DEMO-based SLAs to cloud services.
J. Serv. Sci. Res.
Carlos Mendes, Mário Almeida, Miguel Mira da Silva
2013 — conf
Extended DEMO-Based SLAs to Specify Customers' Expectations.
IESS
Mário Almeida, Carlos Mendes, Miguel Mira da Silva
2013 A conf
RILAnalyzer: a comprehensive 3G monitor on your phone.
Internet Measurement Conference
Narseo Vallina-Rodriguez, Andrius Aucinas, Mário Almeida, Yan Grunenberger, Konstantina Papagiannaki, Jon Crowcroft
2012 C conf
Modelling Services with DEMO.
IC3K
Carlos Mendes, Mário Almeida, Nuno Salvador, Miguel Mira da Silva
2012 C conf
Using DEMO-based SLAs for Improving City Council Services.
KEOD
Carlos Mendes, Mário Almeida, Nuno Salvador, Miguel Mira da Silva