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Mário Almeida

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2020 – today

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2024
[j3]
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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): 2367-2381 (2024)
2022
[j2]
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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): 71:1-71:24 (2022)
[i9]
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Stylianos I. Venieris, Mário Almeida, Royson Lee, Nicholas D. Lane:
NAWQ-SR: A Hybrid-Precision NPU Engine for Efficient On-Device Super-Resolution. CoRR abs/2212.09501 (2022)
2021
[c14]
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  - conf/imc/AlmeidaLMDLL21
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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: 658-672
[c13]
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Stefanos Laskaridis, Dimitris Spathis, Mário Almeida:
Federated mobile sensing for activity recognition. MobiCom 2021: 858-859
[c12]
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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: 12876-12889
[i8]
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  - journals/corr/abs-2102-13451
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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. CoRR abs/2102.13451 (2021)
[i7]
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  - journals/corr/abs-2104-09949
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Mário Almeida, Stefanos Laskaridis, Stylianos I. Venieris, Ilias Leontiadis, Nicholas D. Lane:
DynO: Dynamic Onloading of Deep Neural Networks from Cloud to Device. CoRR abs/2104.09949 (2021)
[i6]
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  - journals/corr/abs-2109-13963
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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 abs/2109.13963 (2021)
2020
[c11]
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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: 37:1-37:15
[i5]
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  - journals/corr/abs-2008-06402
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Stefanos Laskaridis, Stylianos I. Venieris, Mário Almeida, Ilias Leontiadis, Nicholas D. Lane:
SPINN: Synergistic Progressive Inference of Neural Networks over Device and Cloud. CoRR abs/2008.06402 (2020)

2010 – 2019

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2019
[i4]
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  - journals/corr/abs-1905-07346
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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 abs/1905.07346 (2019)
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  - journals/corr/abs-1906-06240
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Mário Almeida, Liang Wang, Jeremy Blackburn, Konstantina Papagiannaki, Jon Crowcroft:
Diffusing Your Mobile Apps: Extending In-Network Function Virtualization to Mobile Function Offloading. CoRR abs/1906.06240 (2019)
2018
[b1]
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Mário Almeida:
Elastic phone: towards detecting and mitigating computation and energy inefficiencies in mobile apps. Polytechnic University of Catalonia, Spain, 2018
[c10]
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  - conf/pst/OnwuzurikeAMBSC18
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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: 1-10
[c9]
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Mário Almeida, Muhammad Bilal, Alessandro Finamore, Ilias Leontiadis, Yan Grunenberger, Matteo Varvello, Jeremy Blackburn:
CHIMP: Crowdsourcing Human Inputs for Mobile Phones. WWW 2018: 45-54
[i2]
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  - journals/corr/abs-1803-03448
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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 abs/1803.03448 (2018)
2017
[c8]
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Mário Almeida, Alessandro Finamore, Diego Perino, Narseo Vallina-Rodriguez, Matteo Varvello:
Dissecting DNS Stakeholders in Mobile Networks. CoNEXT 2017: 28-34
2016
[c7]
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Liang Wang, Mário Almeida, Jeremy Blackburn, Jon Crowcroft:
C3PO: Computation Congestion Control (PrOactive). ICN 2016: 231-236
[c6]
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Mário Almeida, Muhammad Bilal, Jeremy Blackburn, Konstantina Papagiannaki:
An Empirical Study of Android Alarm Usage for Application Scheduling. PAM 2016: 373-384
[c5]
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  - conf/www/GilaniWCAF16
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Zafar Gilani, Liang Wang, Jon Crowcroft, Mário Almeida, Reza Farahbakhsh:
Stweeler: A Framework for Twitter Bot Analysis. WWW (Companion Volume) 2016: 37-38
[i1]
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Liang Wang, Mário Almeida, Jeremy Blackburn, Jon Crowcroft:
C3PO: Computation Congestion Control (PrOactive) - an algorithm for dynamic diffusion of ephemeral in-network services. CoRR abs/1604.01303 (2016)
2013
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  - journals/jossr/MendesAS13
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Carlos Mendes, Mário Almeida, Miguel Mira da Silva:
Applying DEMO-based SLAs to cloud services. J. Serv. Sci. Res. 5(2): 95-123 (2013)
[c4]
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  - conf/icexss/AlmeidaMS13
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Mário Almeida, Carlos Mendes, Miguel Mira da Silva:
Extended DEMO-Based SLAs to Specify Customers' Expectations. IESS 2013: 292-298
[c3]
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  - conf/imc/Vallina-RodriguezAAGPC13
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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: 257-264
2012
[c2]
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  - conf/ic3k/MendesASS12a
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Carlos Mendes, Mário Almeida, Nuno Salvador, Miguel Mira da Silva:
Modelling Services with DEMO. IC3K 2012: 228-242
[c1]
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Carlos Mendes, Mário Almeida, Nuno Salvador, Miguel Mira da Silva:
Using DEMO-based SLAs for Improving City Council Services. KEOD 2012: 431-440

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