Mário Almeida

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 21

Top Topics

Dynamic Analysis

High Resolution Video

Malicious Executables

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

Stylianos I. Venieris, Mário Almeida, Royson Lee, Nicholas D. Lane
NAWQ-SR: A Hybrid-Precision NPU Engine for Efficient On-Device Super-Resolution. IEEE Trans. Mob. Comput. 23 (3) (2024)
Stylianos I. Venieris, Mário Almeida, Royson Lee, Nicholas D. Lane
NAWQ-SR: A Hybrid-Precision NPU Engine for Efficient On-Device Super-Resolution. CoRR (2022)
Mário Almeida, Stefanos Laskaridis, Stylianos I. Venieris, Ilias Leontiadis, Nicholas D. Lane
DynO: Dynamic Onloading of Deep Neural Networks from Cloud to Device. ACM Trans. Embed. Comput. Syst. 21 (6) (2022)
Mário Almeida, Stefanos Laskaridis, Abhinav Mehrotra, Lukasz Dudziak, Ilias Leontiadis, Nicholas D. Lane
Smart at what cost? Characterising Mobile Deep Neural Networks in the wild. CoRR (2021)
Samuel Horvath, Stefanos Laskaridis, Mário Almeida, Ilias Leontiadis, Stylianos I. Venieris, Nicholas D. Lane
FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout. CoRR (2021)
Samuel Horváth, Stefanos Laskaridis, Mário Almeida, Ilias Leontiadis, Stylianos I. Venieris, Nicholas D. Lane
FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout. NeurIPS (2021)
Mário Almeida, Stefanos Laskaridis, Stylianos I. Venieris, Ilias Leontiadis, Nicholas D. Lane
DynO: Dynamic Onloading of Deep Neural Networks from Cloud to Device. CoRR (2021)
Mário Almeida, Stefanos Laskaridis, Abhinav Mehrotra, Lukasz Dudziak, Ilias Leontiadis, Nicholas D. Lane
Smart at what cost?: characterising mobile deep neural networks in the wild. Internet Measurement Conference (2021)
Stefanos Laskaridis, Dimitris Spathis, Mário Almeida
Federated mobile sensing for activity recognition. MobiCom (2021)
Stefanos Laskaridis, Stylianos I. Venieris, Mário Almeida, Ilias Leontiadis, Nicholas D. Lane
SPINN: synergistic progressive inference of neural networks over device and cloud. MobiCom (2020)
Stefanos Laskaridis, Stylianos I. Venieris, Mário Almeida, Ilias Leontiadis, Nicholas D. Lane
SPINN: Synergistic Progressive Inference of Neural Networks over Device and Cloud. CoRR (2020)
Mário Almeida, Liang Wang, Jeremy Blackburn, Konstantina Papagiannaki, Jon Crowcroft
Diffusing Your Mobile Apps: Extending In-Network Function Virtualization to Mobile Function Offloading. CoRR (2019)
Mário Almeida, Stefanos Laskaridis, Ilias Leontiadis, Stylianos I. Venieris, Nicholas D. Lane
EmBench: Quantifying Performance Variations of Deep Neural Networks across Modern Commodity Devices. CoRR (2019)
Lucky Onwuzurike, Mário Almeida, Enrico Mariconti, Jeremy Blackburn, Gianluca Stringhini, Emiliano De Cristofaro
A Family of Droids: Analyzing Behavioral Model based Android Malware Detection via Static and Dynamic Analysis. CoRR (2018)
Mário Almeida, Muhammad Bilal, Alessandro Finamore, Ilias Leontiadis, Yan Grunenberger, Matteo Varvello, Jeremy Blackburn
CHIMP: Crowdsourcing Human Inputs for Mobile Phones. WWW (2018)
Lucky Onwuzurike, Mário Almeida, Enrico Mariconti, Jeremy Blackburn, Gianluca Stringhini, Emiliano De Cristofaro
A Family of Droids-Android Malware Detection via Behavioral Modeling: Static vs Dynamic Analysis. PST (2018)
Mário Almeida, Alessandro Finamore, Diego Perino, Narseo Vallina-Rodriguez, Matteo Varvello
Dissecting DNS Stakeholders in Mobile Networks. CoNEXT (2017)
Mário Almeida, Muhammad Bilal, Jeremy Blackburn, Konstantina Papagiannaki
An Empirical Study of Android Alarm Usage for Application Scheduling. PAM (2016)
Liang Wang, Mário Almeida, Jeremy Blackburn, Jon Crowcroft
C3PO: Computation Congestion Control (PrOactive). ICN (2016)
Liang Wang, Mário Almeida, Jeremy Blackburn, Jon Crowcroft
C3PO: Computation Congestion Control (PrOactive) - an algorithm for dynamic diffusion of ephemeral in-network services. CoRR (2016)
Zafar Gilani, Liang Wang, Jon Crowcroft, Mário Almeida, Reza Farahbakhsh
Stweeler: A Framework for Twitter Bot Analysis. WWW (Companion Volume) (2016)
Mário Almeida, Carlos Mendes, Miguel Mira da Silva
Extended DEMO-Based SLAs to Specify Customers' Expectations. IESS (2013)
Narseo Vallina-Rodriguez, Andrius Aucinas, Mário Almeida, Yan Grunenberger, Konstantina Papagiannaki, Jon Crowcroft
RILAnalyzer: a comprehensive 3G monitor on your phone. Internet Measurement Conference (2013)
Carlos Mendes, Mário Almeida, Miguel Mira da Silva
Applying DEMO-based SLAs to cloud services. J. Serv. Sci. Res. 5 (2) (2013)
Carlos Mendes, Mário Almeida, Nuno Salvador, Miguel Mira da Silva
Using DEMO-based SLAs for Improving City Council Services. KEOD (2012)
Carlos Mendes, Mário Almeida, Nuno Salvador, Miguel Mira da Silva
Modelling Services with DEMO. IC3K (2012)