Theodoros Salonidis

According to our database, Theodoros Salonidis authored at least 81 papers between 1998 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Byzantine-Resilient Bilevel Federated Learning.

Momin Abbas, Yi Zhou, Nathalie Baracaldo, Horst Samulowitz, Parikshit Ram, Theodoros Salonidis

Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

Enhancing In-context Learning via Linear Probe Calibration.

Momin Abbas, Yi Zhou, Parikshit Ram, Nathalie Baracaldo, Horst Samulowitz, Theodoros Salonidis, Tianyi Chen

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

FLASH: Automating federated learning using CASH.

Md. Ibrahim Ibne Alam, Koushik Kar, Theodoros Salonidis, Horst Samulowitz

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Single-shot General Hyper-parameter Optimization for Federated Learning.

Yi Zhou, Parikshit Ram, Theodoros Salonidis, Nathalie Baracaldo, Horst Samulowitz, Heiko Ludwig

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Quantum Graph Transformers.

Georgios Kollias, Vassilis Kalantzis, Theodoros Salonidis, Shashanka Ubaru

Proceedings of the IEEE International Conference on Acoustics, 2023

Accelerating Matrix Trace Estimation by Aitken's Δ² Process.

Vassilis Kalantzis, Georgios Kollias, Shashanka Ubaru, Theodoros Salonidis

Proceedings of the IEEE International Conference on Acoustics, 2023

Runtime Prediction of Machine Learning Algorithms in Automl Systems.

Parijat Dube, Theodoros Salonidis, Parikshit Ram, Ashish Verma

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Selective Edge Computing for Mobile Analytics.

Apostolos Galanopoulos, George Iosifidis, Theodoros Salonidis, Douglas J. Leith

IEEE Trans. Netw. Serv. Manag., 2022

Single-shot Hyper-parameter Optimization for Federated Learning: A General Algorithm & Analysis.

Yi Zhou, Parikshit Ram, Theodoros Salonidis, Nathalie Baracaldo, Horst Samulowitz, Heiko Ludwig

CoRR, 2022

Sketch to Skip and Select: Communication Efficient Federated Learning Using Locality Sensitive Hashing.

Georgios Kollias, Theodoros Salonidis, Shiqiang Wang

Proceedings of the Trustworthy Federated Learning - First International Workshop, 2022

2021

FLoRA: Single-shot Hyper-parameter Optimization for Federated Learning.

Yi Zhou, Parikshit Ram, Theodoros Salonidis, Nathalie Baracaldo, Horst Samulowitz, Heiko Ludwig

CoRR, 2021

Automated Data Science for Relational Data.

Hoang Thanh Lam, Beat Buesser, Hong Min, Tran Ngoc Minh, Martin Wistuba, Udayan Khurana, Gregory Bramble, Theodoros Salonidis, Dakuo Wang, Horst Samulowitz

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Cooperative Edge Computing of Data Analytics for the Internet of Things.

Apostolos Galanopoulos, Theodoros Salonidis, George Iosifidis

IEEE Trans. Cogn. Commun. Netw., 2020

Anonymizing Data for Privacy-Preserving Federated Learning.

Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis, Issa Sylla, Yoonyoung Park, Grace Hsu, Amar Das

CoRR, 2020

Decentralized placement of data and analytics in wireless networks for energy-efficient execution.

Prithwish Basu, Theodoros Salonidis, Brent Kraczek, Sayed M. Saghaian N. E., Ali Sydney, Bongjun Ko, Tom La Porta, Kevin S. Chan

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Improving IoT Analytics through Selective Edge Execution.

Apostolos Galanopoulos, Argyrios G. Tasiopoulos, George Iosifidis, Theodoros Salonidis, Douglas J. Leith

Proceedings of the 2020 IEEE International Conference on Communications, 2020

A Syntactic Approach for Privacy-Preserving Federated Learning.

Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis, Issa Sylla, Yoonyoung Park, Grace Hsu, Amar Das

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

Adaptive Federated Learning in Resource Constrained Edge Computing Systems.

Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan

IEEE J. Sel. Areas Commun., 2019

Differential Privacy-enabled Federated Learning for Sensitive Health Data.

Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis, Issa Sylla, Yoonyoung Park, Grace Hsu, Amar Das

CoRR, 2019

Cooperative Analytics for the Internet of Things.

Apostolos Galanopoulos, George Iosifidis, Theodoros Salonidis

Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2019

Maximum Lifetime Analytics in IoT Networks.

Victor Valls, George Iosifidis, Theodoros Salonidis

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Predicting Adverse Drug Reactions on Distributed Health Data using Federated Learning.

Olivia Choudhury, Yoonyoung Park, Theodoros Salonidis, Aris Gkoulalas-Divanis, Issa Sylla, Amar Das

Proceedings of the AMIA 2019, 2019

2018

Live Service Migration in Mobile Edge Clouds.

Andrew Machen, Shiqiang Wang, Kin K. Leung, Bong Jun Ko, Theodoros Salonidis

IEEE Wirel. Commun., 2018

Frontier: Resilient Edge Processing for the Internet of Things.

Dan O'Keeffe, Theodoros Salonidis, Peter R. Pietzuch

Proc. VLDB Endow., 2018

Proactive Retention-Aware Caching With Multi-Path Routing for Wireless Edge Networks.

Samta Shukla, Onkar Bhardwaj, Alhussein A. Abouzeid, Theodoros Salonidis, Ting He

IEEE J. Sel. Areas Commun., 2018

Optimizing data analytics in energy constrained IoT networks.

Apostolos Galanopoulos, George Iosifidis, Theodoros Salonidis

Proceedings of the 16th International Symposium on Modeling and Optimization in Mobile, 2018

When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning.

Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Demo abstract: Distributed machine learning at resource-limited edge nodes.

Tiffany Tuor, Shiqiang Wang, Theodoros Salonidis, Bong Jun Ko, Kin K. Leung

Proceedings of the IEEE INFOCOM 2018, 2018

Swing: Swarm Computing for Mobile Sensing.

Songchun Fan, Theodoros Salonidis, Benjamin C. Lee

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

2017

On the Complexity of Optimal Request Routing and Content Caching in Heterogeneous Cache Networks.

Mostafa Dehghan, Bo Jiang, Anand Seetharam, Ting He, Theodoros Salonidis, Jim Kurose, Don Towsley, Ramesh K. Sitaraman

IEEE/ACM Trans. Netw., 2017

Physics-inspired models for agile code and data in federated edges.

Bongjun Ko, Brent Kraczek, Theodoros Salonidis, Prithwish Basu, Kevin S. Chan, Thomas La Porta, Andreas Martens

Proceedings of the 2017 IEEE SmartWorld, 2017

Hold'em Caching: Proactive Retention-Aware Caching with Multi-path Routing for Wireless Edge Networks.

Samta Shukla, Onkar Bhardwaj, Alhussein A. Abouzeid, Theodoros Salonidis, Ting He

Proceedings of the 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2017

Kinaara: Distributed Discovery and Allocation of Mobile Edge Resources.

Ahmed Salem, Theodoros Salonidis, Nirmit Desai, Tamer Nadeem

Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

2016

THEMIS: Fairness in Federated Stream Processing under Overload.

Evangelia Kalyvianaki, Marco Fiscato, Theodoros Salonidis, Peter R. Pietzuch

Proceedings of the 2016 International Conference on Management of Data, 2016

Acoustic Signal Processing for Anomaly Detection in Machine Room Environments: Demo Abstract.

Bong Jun Ko, Jorge Ortiz, Theodoros Salonidis, Maroun Touma, Dinesh C. Verma, Shiqiang Wang, Xiping Wang, David Wood

Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Migrating running applications across mobile edge clouds: poster.

Andrew Machen, Shiqiang Wang, Kin K. Leung, Bong Jun Ko, Theodoros Salonidis

Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, 2016

A framework for collaborative sensing and processing of mobile data streams: demo.

Songchun Fan, Theodoros Salonidis, Benjamin C. Lee

Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, 2016

Poster Abstract: Resource Hunting on the Edge.

Ahmed Salem, Nirmit V. Desai, Theodoros Salonidis, Tamer Nadeem

Proceedings of the IEEE/ACM Symposium on Edge Computing, 2016

DeepCham: Collaborative Edge-Mediated Adaptive Deep Learning for Mobile Object Recognition.

Dawei Li, Theodoros Salonidis, Nirmit V. Desai, Mooi Choo Chuah

Proceedings of the IEEE/ACM Symposium on Edge Computing, 2016

2015

Fisher Information-based Experiment Design for Network Tomography.

Ting He, Chang Liu, Ananthram Swami, Don Towsley, Theodoros Salonidis, Andrei Iu. Bejan, Paul L. Yu

Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015

Network-aware stream query processing in mobile ad-hoc networks.

Dan O'Keeffe, Theodoros Salonidis, Peter R. Pietzuch

Proceedings of the 34th IEEE Military Communications Conference, 2015

Multicast vs. unicast for loss tomography on tree topologies.

Chang Liu, Ting He, Ananthram Swami, Don Towsley, Theodoros Salonidis, Andrei Iu. Bejan, Paul L. Yu

Proceedings of the 34th IEEE Military Communications Conference, 2015

Rateless and pollution-attack-resilient network coding.

Wentao Huang, Ting Wang, Xin Hu, Jiyong Jang, Theodoros Salonidis

Proceedings of the IEEE International Symposium on Information Theory, 2015

On the complexity of optimal routing and content caching in heterogeneous networks.

Mostafa Dehghan, Anand Seetharam, Bo Jiang, Ting He, Theodoros Salonidis, Jim Kurose, Don Towsley, Ramesh K. Sitaraman

Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

DSCA: a data stream caching algorithm.

Antônio Augusto de Aragão Rocha, Mostafa Dehghan, Theodoros Salonidis, Ting He, Don Towsley

Proceedings of the 1st Workshop on Content Caching and Delivery in Wireless Networks, 2015

2014

A Cross-Layer Backpressure Architecture for Wireless Multihop Networks.

Rafael P. Laufer, Theodoros Salonidis, Henrik Lundgren, Pascal Le Guyadec

IEEE/ACM Trans. Netw., 2014

Optimal Caching and Routing in Hybrid Networks.

Mostafa Dehghan, Anand Seetharam, Ting He, Theodoros Salonidis, Jim Kurose, Don Towsley

Proceedings of the 2014 IEEE Military Communications Conference, 2014

2013

Optimal Control of End-User Energy Storage.

Peter M. van de Ven, Nidhi Hegde, Laurent Massoulié, Theodoros Salonidis

IEEE Trans. Smart Grid, 2013

Synchronized CSMA Contention: Model, Implementation, and Evaluation.

Ehsan Aryafar, Theodoros Salonidis, Jingpu Shi, Edward W. Knightly

IEEE/ACM Trans. Netw., 2013

The Role of Aggregators in Smart Grid Demand Response Markets.

Lazaros Gkatzikis, Iordanis Koutsopoulos, Theodoros Salonidis

IEEE J. Sel. Areas Commun., 2013

2012

Optimization driven multi-hop network design and experimentation: the approach of the FP7 project OPNEX.

Konstantinos Choumas, Stratos Keranidis, Iordanis Koutsopoulos, Thanasis Korakis, Leandros Tassiulas, Felix Juraschek, Mesut Günes, Emmanuel Baccelli, Pawel Misiorek, Andrzej Szwabe, Theodoros Salonidis, Henrik Lundgren

IEEE Commun. Mag., 2012

MIMO wireless networks with directional antennas in indoor environments.

Tae Hyun Kim, Theodoros Salonidis, Henrik Lundgren

Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Electricity markets meet the home through demand response.

Lazaros Gkatzikis, Theodoros Salonidis, Nidhi Hegde, Laurent Massoulié

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011

XPRESS: a cross-layer backpressure architecture for wireless multi-hop networks.

Rafael P. Laufer, Theodoros Salonidis, Henrik Lundgren, Pascal Le Guyadec

Proceedings of the 17th Annual International Conference on Mobile Computing and Networking, 2011

Video-Aware Rate Adaptation for MIMO WLANs.

An (Jack) Chan, Henrik Lundgren, Theodoros Salonidis

Proceedings of the 19th annual IEEE International Conference on Network Protocols, 2011

2010

Design and implementation of backpressure scheduling in wireless multi-hop networks: from theory to practice.

Rafael P. Laufer, Theodoros Salonidis, Henrik Lundgren, Pascal Le Guyadec

ACM SIGMOBILE Mob. Comput. Commun. Rev., 2010

Experimental characterization of 802.11n link quality at high rates.

Konstantinos Pelechrinis, Theodoros Salonidis, Henrik Lundgren, Nitin H. Vaidya

Proceedings of the Fifth ACM International Workshop on Wireless Network Testbeds, 2010

Design and experimental evaluation of multi-user beamforming in wireless LANs.

Ehsan Aryafar, Narendra Anand, Theodoros Salonidis, Edward W. Knightly

Proceedings of the 16th Annual International Conference on Mobile Computing and Networking, 2010

2009

Experimental characterization of sectorized antennas in dense 802.11 wireless mesh networks.

Anand Prabhu Subramanian, Henrik Lundgren, Theodoros Salonidis

Proceedings of the 10th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2009

Multi-sector antenna performance in dense wireless networks.

Henrik Lundgren, Anand Prabhu Subramanian, Theodoros Salonidis, Marianna Carrera, Pascal Le Guyadec

Proceedings of the 10th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2009

Interference mitigation in WiFi networks using multi-sector antennas.

Henrik Lundgren, Anand Prabhu Subramanian, Theodoros Salonidis, Marianna Carrera, Pascal Le Guyadec

Proceedings of the 4th ACM International Workshop on Experimental Evaluation and Characterization, 2009

Synchronized CSMA Contention: Model, Implementation and Evaluation.

Jing Shi, Ehsan Aryafar, Theodoros Salonidis, Edward W. Knightly

Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Topology Control Protocol Using Sectorized Antennas in Dense 802.11 Wireless Networks.

Anand Prabhu Subramanian, Henrik Lundgren, Theodoros Salonidis, Donald F. Towsley

Proceedings of the 17th annual IEEE International Conference on Network Protocols, 2009

Online optimization of 802.11 mesh networks.

Theodoros Salonidis, Georgios Sotiropoulos, Roch Guérin, Ramesh Govindan

Proceedings of the 2009 ACM Conference on Emerging Networking Experiments and Technology, 2009

2008

Modeling per-flow throughput and capturing starvation in CSMA multi-hop wireless networks.

Michele Garetto, Theodoros Salonidis, Edward W. Knightly

IEEE/ACM Trans. Netw., 2008

Design and deployment considerations for high performance MIMO testbeds.

Konstantinos Pelechrinis, Ioannis Broustis, Theodoros Salonidis, Srikanth V. Krishnamurthy, Prasant Mohapatra

Proceedings of the 4th Annual International Conference on Wireless Internet, 2008

Congestion Control and Channel Assignment in Multi-Radio Wireless Mesh Networks.

Anastasios Giannoulis, Theodoros Salonidis, Edward W. Knightly

Proceedings of the Fifth Annual IEEE Communications Society Conference on Sensor, 2008

TDM MAC protocol design and implementation for wireless mesh networks.

Dimitrios Koutsonikolas, Theodoros Salonidis, Henrik Lundgren, Pascal Le Guyadec, Y. Charlie Hu, Irfan Sheriff

Proceedings of the 2008 ACM Conference on Emerging Network Experiment and Technology, 2008

2007

Distributed Low-Complexity Maximum-Throughput Scheduling for Wireless Backhaul Networks.

Abdul Kader Kabbani, Theodoros Salonidis, Edward W. Knightly

Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Identifying High Throughput Paths in 802.11 Mesh Networks: a Model-based Approach.

Theodoros Salonidis, Michele Garetto, Amit Saha, Edward W. Knightly

Proceedings of the IEEE International Conference on Network Protocols, 2007

A cross-layer load-independent link cost metric for wireless mesh networks.

Marianna Carrera, Henrik Lundgren, Theodoros Salonidis, Christophe Diot

Proceedings of the 2007 ACM Conference on Emerging Network Experiment and Technology, 2007

2006

Starvation mitigation through multi-channel coordination in CSMA multi-hop wireless networks.

Jingpu Shi, Theodoros Salonidis, Edward W. Knightly

Proceedings of the 7th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2006

2005

Distributed topology construction of Bluetooth wireless personal area networks.

Theodoros Salonidis, Pravin Bhagwat, Leandros Tassiulas, Richard O. LaMaire

IEEE J. Sel. Areas Commun., 2005

Distributed dynamic scheduling for end-to-end rate guarantees in wireless ad hoc networks.

Theodoros Salonidis, Leandros Tassiulas

Proceedings of the 6th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2005

2004

Distributed Topology Organization and Transmission Scheduling in Wireless Ad Hoc Networks.

Theodoros Salonidis

PhD thesis, 2004

Asynchronous TDMA ad hoc networks: scheduling and performance.

Theodoros Salonidis, Leandros Tassiulas

Eur. Trans. Telecommun., 2004

Distributed on-line schedule adaptation for balanced slot allocation in wireless ad hoc networks.

Theodoros Salonidis, Leandros Tassiulas

Proceedings of the Quality of Service, 2004

On optimal cooperative route caching in large, memory-limited wireless ad hoc networks.

Theodoros Salonidis, Leandros Tassiulas

Proceedings of IEEE International Conference on Communications, 2004

2001

Distributed Topology Construction of Bluetooth Personal Area Networks.

Theodoros Salonidis, Pravin Bhagwat, Leandros Tassiulas, Richard O. LaMaire

Proceedings of the Proceedings IEEE INFOCOM 2001, 2001

2000

Proximity awareness and fast connection establishment in Bluetooth.

Theodoros Salonidis, Pravin Bhagwat, Leandros Tassiulas

Proceedings of the 1st ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2000

1998

Robust speech recognition for multiple topological scenarios of the GSM mobile phone system.

Theodoros Salonidis, Vassilios Digalakis

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998