Search Results - "Vulgarakis, Aneta"

Distributed Learning in Wireless Networks: Recent Progress and Future Challenges by Chen, Mingzhe, Gunduz, Deniz, Huang, Kaibin, Saad, Walid, Bennis, Mehdi, Feljan, Aneta Vulgarakis, Poor, H. Vincent

“…The next-generation of wireless networks will enable many machine learning (ML) tools and applications to efficiently analyze various types of data collected…”
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A Classification Framework for Software Component Models by Crnkovic, I., Sentilles, S., Vulgarakis, A., Chaudron, M. R. V.

“…In the last decade, a large number of different software component models have been developed, with different aims and using different principles and…”
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Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks-Part I by Chen, Mingzhe, Gunduz, Deniz, Huang, Kaibin, Saad, Walid, Bennis, Mehdi, Feljan, Aneta Vulgarakis, Poor, H. Vincent

“…Analyzing massive amounts of data using complex machine learning models requires significant computational resources. The conventional approach to such…”
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Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks-Part II by Chen, Mingzhe, Gunduz, Deniz, Huang, Kaibin, Saad, Walid, Bennis, Mehdi, Feljan, Aneta Vulgarakis, Poor, H. Vincent

“…This is Part II of a double-part special issue on distributed learning over wireless edge networks. This two-part special issue features papers dealing with…”
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Timing Predictability and Security in Safety-Critical Industrial Cyber-Physical Systems: A Position Paper by Mubeen, Saad, Lisova, Elena, Vulgarakis Feljan, Aneta

“…Cyber Physical Systems (CPSs) are systems that are developed by seamlessly integrating computational algorithms and physical components, and they are a result…”
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RoboPlan5G: Coordinating Cloud-Controlled Mobile Robots with 5G Network Configuration by Jorgensen, Nils, Kattepur, Ajay, Mohalik, Swarup, Vulgarakis, Aneta, Fersman, Elena

“…With the emergence of Industry 4.0, comes an increasing need for multi-robot coordination and communication to efficiently complete joint tasks. A critical…”
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Towards automated service-oriented lifecycle management for 5G networks by Inam, Rafia, Karapantelakis, Athanasios, Vandikas, Konstantinos, Mokrushin, Leonid, Feljan, Aneta Vulgarakis, Fersman, Elena

“…5G networks will be a key enabler for the Internet of Things by providing a platform to connect a massive number of devices with heterogeneous sets of network…”
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The TROCA Project: An autonomous transportation robot controlled by a cognitive architecture by Gudwin, Ricardo, Rohmer, Eric, Paraense, André, Fróes, Eduardo, Gibaut, Wandemberg, Oliveira, Ian, Rocha, Sender, Raizer, Klaus, Vulgarakis Feljan, Aneta

“…Autonomous mobile robots emerged as an important kind of transportation system in warehouses and factories. In this work, we present the use of MECA cognitive…”
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Intent-driven Strategic Tactical Planning for Autonomous Site Inspection using Cooperative Drones by Buksz, Dorian, Mujumdar, Anusha, Orlic, Marin, Mohalik, Swarup, Daoutis, Marios, Badrinath, Ramamurthy, Magazzeni, Daniele, Cashmore, Michael, Vulgarakis Feljan, Aneta

“…Realization of industry-scale, goal-driven, autonomous systems with AI planning technology faces several challenges: flexibly specifying planning goal states…”
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Network Parameter Control in Cellular Networks through Graph-Based Multi-Agent Constrained Reinforcement Learning by Forsberg, Albin Larsson, Nikou, Alexandros, Feljan, Aneta Vulgarakis, Tumova, Jana

“…Cellular networks are growing in complexity at increasing speed and the geographical locations in which they are deployed in are getting denser. Traditional…”
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Feasibility assessment to realise vehicle teleoperation using cellular networks by Inam, Rafia, Schrammar, Nicolas, Wang, Keven, Karapantelakis, Athanasios, Mokrushin, Leonid, Feljan, Aneta Vulgarakis, Fersman, Elena

“…Future cellular networks (5G) will be used for a diversity of use cases. Transportation is one domain where cellular networks can play a significant role not…”
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A Simulation Framework for Validating Cellular V2X Scenarios by Feljan, Aneta Vulgarakis, Jin, Yifei

“…With the continuous progress of radio technology it is becoming evident that the cellular network will support advanced cellular Vehicle-to-Everything (C-V2X)…”
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Towards 5G-Aware Robot Planning for Industrial Applications by Jorgensen, Nils, Kattepur, Ajay, Mohalik, Swarup, Vulgarakis, Aneta, Fersman, Elena

“…With the emergence of Industry 4.0, comes an increasing need for multi-robot coordination and communication to efficiently complete joint tasks. A critical…”
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Virtualization technologies in embedded real-time systems by Sandstrom, Kristian, Vulgarakis, Aneta, Lindgren, Markus, Nolte, Thomas

“…Virtualization is a promising solution to develop complex embedded systems with real-time requirements. This paper discusses the current state-of-the-art in…”
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Evaluating industrial applicability of virtualization on a distributed multicore platform by Mahmud, Nesredin, Sandstrom, Kristian, Vulgarakis, Aneta

“…Adoption of virtualization technology has been limited in industrial automation due to unavailability of mature solutions, and strict timing requirements of…”
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PASA: Framework for partitioning and scheduling automation applications on multicore controllers by Monot, Aurelien, Vulgarakis, Aneta, Behnam, Moris

“…With multicore controllers becoming available for industrial automation applications, new tools and algorithms to compute efficient partitioning and scheduling…”
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Multi-agent transformer-accelerated RL for satisfaction of STL specifications by Forsberg, Albin Larsson, Nikou, Alexandros, Feljan, Aneta Vulgarakis, Tumova, Jana

“…One of the main challenges in multi-agent reinforcement learning is scalability as the number of agents increases. This issue is further exacerbated if the…”
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Test Case Selection in Continuous Regression Testing Using Machine Learning: An Industrial Case Study by Ahmad, Azeem, Rentas, Dimistris, Hasselqvist, Daniel, Sandberg, Pontus, Sandahl, Kristian, Vulgarakis, Aneta

“…Continuous integration and delivery (CI/CD) have transformed software development by reducing delivery time, improving product quality, and giving enterprises…”
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Numeric Reward Machines by Levina, Kristina, Pappas, Nikolaos, Karapantelakis, Athanasios, Feljan, Aneta Vulgarakis, Seipp, Jendrik

“…Reward machines inform reinforcement learning agents about the reward structure of the environment and often drastically speed up the learning process…”
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A Survey on the Integration of Generative AI for Critical Thinking in Mobile Networks by Karapantelakis, Athanasios, Nikou, Alexandros, Kattepur, Ajay, Martins, Jean, Mokrushin, Leonid, Mohalik, Swarup Kumar, Orlic, Marin, Feljan, Aneta Vulgarakis

“…In the near future, mobile networks are expected to broaden their services and coverage to accommodate a larger user base and diverse user needs. Thus, they…”
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