Publications

Evangelia Kavakli, Rizos Sakellariou, Iliada Eleftheriou, Julien Etienne Mascolo

Towards a Multi-Perspective Methodology for Big Data Requirements
In 2020 IEEE International Conference on Big Data (IEEE BigData 2020)
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Abdullah Khalid A. Almasaud, Agresh Bharadwaj, Sandra Sampaio, Rizos Sakellariou

Challenges in Resource Provisioning for the Execution of Data Wrangling Work ows on the Cloud: A Case Study
In The 31st International Conference on Database and Expert Systems Applications (DEXA 2020)
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Eva Papadogiannaki, Dimitris Deyannis, Sotiris Ioannidis

Head(er)Hunter: Fast Intrusion Detection using Packet Metadata Signatures
In 2020 IEEE 25th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)
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Giannis Giakoumakis, Eva Papadogiannaki, Giorgos Vasiliadis, Sotiris Ioannidis

Pythia: Scheduling of Concurrent Network Packet Processing Applications on Heterogeneous Devices
In 2020 6th IEEE Conference on Network Softwarization (NetSoft)
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Dimitris Deyannis, Eva Papadogiannaki, Giorgos Kalivianakis, Giorgos Vasiliadis, Sotiris Ioannidis

TrustAV: Practical and Privacy Preserving Malware Analysis in the Cloud
In Tenth ACM Conference on Data and Application Security and Privacy (CODASPY '20)
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Sukgamon Sukpisit, Srdjan Skrbic, Dusan Jakovetic

Parallel Differentially Private K-Means Implementation Using COMPSs Framework
In 10th International Conference on Information Society and Technology (ICIST 2020)
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Cesare Cugnasco, Hadrien Calmet, Pol Santamaria, Raül Sirvent, Ane Beatriz Eguzkitza, Guillaume Houzeaux, Yolanda Becerra, Jordi Torres, Jesús Labarta

The OTree: Multidimensional Indexing with efficient data Sampling for HPC.
In  2019 IEEE International Conference on Big Data (Big Data)
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Aleksandar Armacki, Dusan Jakovetić, Nataša Krejić, Nataša Krklec Jerinkić

Distributed Trust-Region Method With First Order Models.
In  In IEEE EUROCON 2019 -18th International Conference on Smart Technologies, pp. 1-6, IEEE 2019.
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Dusan Jakovetić, Nataša Krejić, Nataša Krklec Jerinkić

Spectral-like gradient method for distributed optimization.
In In IEEE EUROCON 2019 -18th International Conference on Smart Technologies, pp. 1-5, IEEE 2019.
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Evangelia Kavakli, Rizos Sakellariou, Vlado Stankovski

Towards a Methodology for Evaluating Big Data Platforms.
In 2019 IEEE World Congress on Services (SERVICES).
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Ioannis Arapakis, Yolanda Becerra, Omer Boehm et al.

Towards Specification of a Software Architecture for Cross-Sectoral Big Data Applications.
In 2019 IEEE World Congress on Services (SERVICES).
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Kochovski Petar, Sakellariou Rizos, Bajec Marko, Drobintsev Pavel, Stankovski Vlado

An Architecture and Stochastic Method for Database Container Placement in the Edge-Fog-Cloud Continuum.
In 2019 IEEE International Parallel and Distributed Processing Symposium (IPDPS).
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Kostas Drakonakis, Panagiotis Ilia, Sotiris Ioannidis, Jason Polakis

Please Forget Where I Was Last Summer: The Privacy Risks of Public Location (Meta) Data.
In Network and Distributed Systems Security (NDSS), Symposium 2019.
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Fajie Yuan, Alexandros Karatzoglou, Ioannis Arapakis, Joemon M Jose, Xiangnan He

A Simple Convolutional Generative Network for Next Item Recommendation.
In 2019 ACM International Conference on Web Search and Data Mining (WSDM), pp. 582-590. ACM, 2019.
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Apostolos Pyrgelis, Nicolas Kourtellis, Ilias Leontiadis, Joan Serra, Claudio Soriente

There goes Wally: Anonymously sharing your location gives you away.
In 2018 IEEE International Conference on Big Data (Big Data), pp. 1218-1227. IEEE, 2018.
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Dusan Jakovetic, Dragana Bajovic, Anit Kumar Sahu, Soummya Kar

Convergence rates for distributed stochastic optimization over random networks.
In 2018 IEEE Conference on Decision and Control (CDC), pp. 4238-4245. IEEE, 2018.
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Anit Kumar Sahu, Dusan Jakovetic, Dragana Bajovic, Soummya Kar

Distributed zeroth order optimization over random networks: A Kiefer-Wolfowitz stochastic approximation approach.
In 2018 IEEE Conference on Decision and Control (CDC), pp. 4951-4958. IEEE, 2018.
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Giannis Giakoumakis, Eva Papadogiannaki, Giorgos Vasiliadis, Sotiris Ioannidis

Efficient Scheduling for Concurrently Executed Network Packet Processing Applications on Heterogeneous Hardware Architectures.
In The 14th International Conference on emerging Networking EXperiments and Technologies (CoNEXT).
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Eva Papadogiannaki, Giorgos Vasiliadis, Sotiris Ioannidis

High performance encrypted network traffic inspection using hardware accelerators.
In The 14th International Conference on emerging Networking EXperiments and Technologies (CoNEXT).
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Anit Kumar Sahu, Dusan Jakovetic, Dragana Bajovic, Soummya Kar

Non-asymptotic rates for communication efficient distributed zeroth order strongly convex optimization.
In 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP), pp. 628-632. IEEE, 2018.
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Giorgos Vasiliadis, Dusan Jakovetic, Ilias Spais, Sotiris Ioannidis

I-BiDaaS: Industrial-Driven Big Data as a Self-Service Solution.
In 7th European Conference on Service-Oriented and Cloud Computing (ESOCC 2018), Session: EU Project Space track.
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Dušan Jakovetić, Nataša Krejić, Nataša Krklec Jerinkić

Exact spectral-like gradient method for distributed optimization.
Computational Optimization and Applications, Springer, 2019.
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Nataša Krklec Jerinkić, Dušan Jakovetić, Nataša Krejić, Dragana Bajović

Distributed second order methods with increasing number of working nodes.
IEEE Transactions on Automatic Control.
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Anit Kumar Sahu, Dusan Jakovetic, Dragana Bajovic, Soummya Kar

Communication efficient distributed weighted non-linear least squares estimation.
EURASIP Journal on Advances in Signal Processing, 2018(1), 66.
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Cesare Cugnasco, Yolanda Becerra, Jordi Torres

A framework for multidimension al indexes on distributed and highly-available data stores.
Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors.
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