Theodoros Salonidis

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 50

Top Venues

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Momin Abbas, Yi Zhou, Parikshit Ram, Nathalie Baracaldo, Horst Samulowitz, Theodoros Salonidis, Tianyi Chen
Enhancing In-context Learning via Linear Probe Calibration. CoRR (2024)
Md I. I. Alam, Koushik Kar, Theodoros Salonidis, Horst Samulowitz
FLASH: Automating federated learning using CASH. UAI (2023)
Vassilis Kalantzis, Georgios Kollias, Shashanka Ubaru, Theodoros Salonidis
Process. ICASSP (2023)
Parijat Dube, Theodoros Salonidis, Parikshit Ram, Ashish Verma
Runtime Prediction of Machine Learning Algorithms in Automl Systems. ICASSP (2023)
Yi Zhou, Parikshit Ram, Theodoros Salonidis, Nathalie Baracaldo, Horst Samulowitz, Heiko Ludwig
Single-shot General Hyper-parameter Optimization for Federated Learning. ICLR (2023)
Georgios Kollias, Vassilis Kalantzis, Theodoros Salonidis, Shashanka Ubaru
Quantum Graph Transformers. ICASSP (2023)
Apostolos Galanopoulos, George Iosifidis, Theodoros Salonidis, Douglas J. Leith
Selective Edge Computing for Mobile Analytics. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
Apostolos Galanopoulos, George Iosifidis, Theodoros Salonidis, Douglas J. Leith
Selective Edge Computing for Mobile Analytics. CoRR (2022)
Yi Zhou, Parikshit Ram, Theodoros Salonidis, Nathalie Baracaldo, Horst Samulowitz, Heiko Ludwig
Single-shot Hyper-parameter Optimization for Federated Learning: A General Algorithm & Analysis. CoRR (2022)
Georgios Kollias, Theodoros Salonidis, Shiqiang Wang
Sketch to Skip and Select: Communication Efficient Federated Learning Using Locality Sensitive Hashing. FL@IJCAI (2022)
Yi Zhou, Parikshit Ram, Theodoros Salonidis, Nathalie Baracaldo, Horst Samulowitz, Heiko Ludwig
FLoRA: Single-shot Hyper-parameter Optimization for Federated Learning. CoRR (2021)
Hoang Thanh Lam, Beat Buesser, Hong Min, Tran Ngoc Minh, Martin Wistuba, Udayan Khurana, Gregory Bramble, Theodoros Salonidis, Dakuo Wang, Horst Samulowitz
Automated Data Science for Relational Data. ICDE (2021)
Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis, Issa Sylla, Yoonyoung Park, Grace Hsu, Amar Das
Anonymizing Data for Privacy-Preserving Federated Learning. CoRR (2020)
Apostolos Galanopoulos, Argyrios G. Tasiopoulos, George Iosifidis, Theodoros Salonidis, Douglas J. Leith
Improving IoT Analytics through Selective Edge Execution. CoRR (2020)
Prithwish Basu, Theodoros Salonidis, Brent Kraczek, Sayed M. Saghaian N. E., Ali Sydney, Bongjun Ko, Tom La Porta, Kevin S. Chan
Decentralized placement of data and analytics in wireless networks for energy-efficient execution. INFOCOM (2020)
Apostolos Galanopoulos, Argyrios G. Tasiopoulos, George Iosifidis, Theodoros Salonidis, Douglas J. Leith
Improving IoT Analytics through Selective Edge Execution. ICC (2020)
Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis, Issa Sylla, Yoonyoung Park, Grace Hsu, Amar Das
A Syntactic Approach for Privacy-Preserving Federated Learning. ECAI (2020)
Apostolos Galanopoulos, Theodoros Salonidis, George Iosifidis
Cooperative Edge Computing of Data Analytics for the Internet of Things. IEEE Trans. Cogn. Commun. Netw. 6 (4) (2020)
Apostolos Galanopoulos, George Iosifidis, Theodoros Salonidis
Cooperative Analytics for the Internet of Things. MobiHoc (2019)
Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan
Adaptive Federated Learning in Resource Constrained Edge Computing Systems. IEEE J. Sel. Areas Commun. 37 (6) (2019)
Olivia Choudhury, Yoonyoung Park, Theodoros Salonidis, Aris Gkoulalas-Divanis, Issa Sylla, Amar Das
Predicting Adverse Drug Reactions on Distributed Health Data using Federated Learning. AMIA (2019)
Victor Valls, George Iosifidis, Theodoros Salonidis
Maximum Lifetime Analytics in IoT Networks. CoRR (2019)
Victor Valls, George Iosifidis, Theodoros Salonidis
Maximum Lifetime Analytics in IoT Networks. INFOCOM (2019)
Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis, Issa Sylla, Yoonyoung Park, Grace Hsu, Amar Das
Differential Privacy-enabled Federated Learning for Sensitive Health Data. CoRR (2019)
Tiffany Tuor, Shiqiang Wang, Theodoros Salonidis, Bong Jun Ko, Kin K. Leung
Demo abstract: Distributed machine learning at resource-limited edge nodes. INFOCOM Workshops (2018)
Samta Shukla, Onkar Bhardwaj, Alhussein A. Abouzeid, Theodoros Salonidis, Ting He
Proactive Retention-Aware Caching With Multi-Path Routing for Wireless Edge Networks. IEEE J. Sel. Areas Commun. 36 (6) (2018)
Andrew Machen, Shiqiang Wang, Kin K. Leung, Bong Jun Ko, Theodoros Salonidis
Live Service Migration in Mobile Edge Clouds. IEEE Wirel. Commun. 25 (1) (2018)
Songchun Fan, Theodoros Salonidis, Benjamin C. Lee
Swing: Swarm Computing for Mobile Sensing. ICDCS (2018)
Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan
When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning. CoRR (2018)
Dan O'Keeffe, Theodoros Salonidis, Peter R. Pietzuch
Frontier: Resilient Edge Processing for the Internet of Things. Proc. VLDB Endow. 11 (10) (2018)
Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan
When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning. INFOCOM (2018)
Apostolos Galanopoulos, George Iosifidis, Theodoros Salonidis
Optimizing data analytics in energy constrained IoT networks. WiOpt (2018)
Ahmed Salem, Theodoros Salonidis, Nirmit Desai, Tamer Nadeem
Kinaara: Distributed Discovery and Allocation of Mobile Edge Resources. MASS (2017)
Bongjun Ko, Brent Kraczek, Theodoros Salonidis, Prithwish Basu, Kevin S. Chan, Thomas La Porta, Andreas Martens
Physics-inspired models for agile code and data in federated edges. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Samta Shukla, Onkar Bhardwaj, Alhussein A. Abouzeid, Theodoros Salonidis, Ting He
Hold'em Caching: Proactive Retention-Aware Caching with Multi-path Routing for Wireless Edge Networks. MobiHoc (2017)
Mostafa Dehghan, Bo Jiang, Anand Seetharam, Ting He, Theodoros Salonidis, Jim Kurose, Don Towsley, Ramesh K. Sitaraman
On the Complexity of Optimal Request Routing and Content Caching in Heterogeneous Cache Networks. IEEE/ACM Trans. Netw. 25 (3) (2017)
Andrew Machen, Shiqiang Wang, Kin K. Leung, Bong Jun Ko, Theodoros Salonidis
Live Service Migration in Mobile Edge Clouds. CoRR (2017)
Songchun Fan, Theodoros Salonidis, Benjamin C. Lee
A framework for collaborative sensing and processing of mobile data streams: demo. MobiCom (2016)
Andrew Machen, Shiqiang Wang, Kin K. Leung, Bong Jun Ko, Theodoros Salonidis
Migrating running applications across mobile edge clouds: poster. MobiCom (2016)
Dawei Li, Theodoros Salonidis, Nirmit V. Desai, Mooi Choo Chuah
DeepCham: Collaborative Edge-Mediated Adaptive Deep Learning for Mobile Object Recognition. SEC (2016)
Evangelia Kalyvianaki, Marco Fiscato, Theodoros Salonidis, Peter R. Pietzuch
THEMIS: Fairness in Federated Stream Processing under Overload. SIGMOD Conference (2016)
Ahmed Salem, Nirmit V. Desai, Theodoros Salonidis, Tamer Nadeem
Poster Abstract: Resource Hunting on the Edge. SEC (2016)
Bong Jun Ko, Jorge Ortiz, Theodoros Salonidis, Maroun Touma, Dinesh C. Verma, Shiqiang Wang, Xiping Wang, David Wood
Acoustic Signal Processing for Anomaly Detection in Machine Room Environments: Demo Abstract. BuildSys@SenSys (2016)
Wentao Huang, Ting Wang, Xin Hu, Jiyong Jang, Theodoros Salonidis
Rateless and pollution-attack-resilient network coding. ISIT (2015)
Mostafa Dehghan, Anand Seetharam, Bo Jiang, Ting He, Theodoros Salonidis, Jim Kurose, Don Towsley, Ramesh K. Sitaraman
On the complexity of optimal routing and content caching in heterogeneous networks. INFOCOM (2015)
Ting He, Chang Liu, Ananthram Swami, Don Towsley, Theodoros Salonidis, Andrei Iu. Bejan, Paul Yu
Fisher Information-based Experiment Design for Network Tomography. SIGMETRICS (2015)
Chang Liu, Ting He, Ananthram Swami, Don Towsley, Theodoros Salonidis, Andrei Iu. Bejan, Paul Yu
Multicast vs. unicast for loss tomography on tree topologies. MILCOM (2015)
Antônio Augusto de Aragão Rocha, Mostafa Dehghan, Theodoros Salonidis, Ting He, Don Towsley
DSCA: a data stream caching algorithm. CCDWN@CoNEXT (2015)
Dan O'Keeffe, Theodoros Salonidis, Peter R. Pietzuch
Network-aware stream query processing in mobile ad-hoc networks. MILCOM (2015)
Mostafa Dehghan, Anand Seetharam, Bo Jiang, Ting He, Theodoros Salonidis, Jim Kurose, Don Towsley, Ramesh K. Sitaraman
On the Complexity of Optimal Routing and Content Caching in Heterogeneous Networks. CoRR (2015)
Mostafa Dehghan, Anand Seetharam, Ting He, Theodoros Salonidis, Jim Kurose, Don Towsley
Optimal Caching and Routing in Hybrid Networks. CoRR (2014)
Rafael P. Laufer, Theodoros Salonidis, Henrik Lundgren, Pascal Le Guyadec
A Cross-Layer Backpressure Architecture for Wireless Multihop Networks. IEEE/ACM Trans. Netw. 22 (2) (2014)
Mostafa Dehghan, Anand Seetharam, Ting He, Theodoros Salonidis, Jim Kurose, Don Towsley
Optimal Caching and Routing in Hybrid Networks. MILCOM (2014)
Peter M. van de Ven, Nidhi Hegde, Laurent Massoulié, Theodoros Salonidis
Optimal Control of End-User Energy Storage. IEEE Trans. Smart Grid 4 (2) (2013)
Lazaros Gkatzikis, Iordanis Koutsopoulos, Theodoros Salonidis
The Role of Aggregators in Smart Grid Demand Response Markets. IEEE J. Sel. Areas Commun. 31 (7) (2013)
Ehsan Aryafar, Theodoros Salonidis, Jingpu Shi, Edward W. Knightly
Synchronized CSMA Contention: Model, Implementation, and Evaluation. IEEE/ACM Trans. Netw. 21 (5) (2013)
Lazaros Gkatzikis, Theodoros Salonidis, Nidhi Hegde, Laurent Massoulié
Electricity markets meet the home through demand response. CDC (2012)
Konstantinos Choumas, Stratos Keranidis, Iordanis Koutsopoulos, Thanasis Korakis, Leandros Tassiulas, Felix Juraschek, Mesut Günes, Emmanuel Baccelli, Pawel Misiorek, Andrzej Szwabe, Theodoros Salonidis, Henrik Lundgren
Optimization driven multi-hop network design and experimentation: the approach of the FP7 project OPNEX. IEEE Commun. Mag. 50 (6) (2012)
Peter M. van de Ven, Nidhi Hegde, Laurent Massoulié, Theodoros Salonidis
Optimal control of end-user energy storage CoRR (2012)
Tae Hyun Kim, Theodoros Salonidis, Henrik Lundgren
MIMO wireless networks with directional antennas in indoor environments. INFOCOM (2012)
Rafael P. Laufer, Theodoros Salonidis, Henrik Lundgren, Pascal Le Guyadec
XPRESS: a cross-layer backpressure architecture for wireless multi-hop networks. MobiCom (2011)
An (Jack) Chan, Henrik Lundgren, Theodoros Salonidis
Video-Aware Rate Adaptation for MIMO WLANs. ICNP (2011)
Ehsan Aryafar, Narendra Anand, Theodoros Salonidis, Edward W. Knightly
Design and experimental evaluation of multi-user beamforming in wireless LANs. MobiCom (2010)
Rafael P. Laufer, Theodoros Salonidis, Henrik Lundgren, Pascal Le Guyadec
Design and implementation of backpressure scheduling in wireless multi-hop networks: from theory to practice. ACM SIGMOBILE Mob. Comput. Commun. Rev. 14 (3) (2010)
Konstantinos Pelechrinis, Theodoros Salonidis, Henrik Lundgren, Nitin H. Vaidya
Experimental characterization of 802.11n link quality at high rates. WiNTECH@MOBICOM (2010)
Henrik Lundgren, Anand Prabhu Subramanian, Theodoros Salonidis, Marianna Carrera, Pascal Le Guyadec
Multi-sector antenna performance in dense wireless networks. MobiHoc (2009)
Theodoros Salonidis, Georgios Sotiropoulos, Roch Guérin, Ramesh Govindan
Online optimization of 802.11 mesh networks. CoNEXT (2009)
Anand Prabhu Subramanian, Henrik Lundgren, Theodoros Salonidis
Experimental characterization of sectorized antennas in dense 802.11 wireless mesh networks. MobiHoc (2009)
Jing Shi, Ehsan Aryafar, Theodoros Salonidis, Edward W. Knightly
Synchronized CSMA Contention: Model, Implementation and Evaluation. INFOCOM (2009)
Henrik Lundgren, Anand Prabhu Subramanian, Theodoros Salonidis, Marianna Carrera, Pascal Le Guyadec
Interference mitigation in WiFi networks using multi-sector antennas. WiNTECH@MOBICOM (2009)
Anand Prabhu Subramanian, Henrik Lundgren, Theodoros Salonidis, Donald F. Towsley
Topology Control Protocol Using Sectorized Antennas in Dense 802.11 Wireless Networks. ICNP (2009)
Konstantinos Pelechrinis, Ioannis Broustis, Theodoros Salonidis, Srikanth V. Krishnamurthy, Prasant Mohapatra
Design and deployment considerations for high performance MIMO testbeds. WICON (2008)
Dimitrios Koutsonikolas, Theodoros Salonidis, Henrik Lundgren, Pascal Le Guyadec, Y. Charlie Hu, Irfan Sheriff
TDM MAC protocol design and implementation for wireless mesh networks. CoNEXT (2008)
Michele Garetto, Theodoros Salonidis, Edward W. Knightly
Modeling per-flow throughput and capturing starvation in CSMA multi-hop wireless networks. IEEE/ACM Trans. Netw. 16 (4) (2008)
Anastasios Giannoulis, Theodoros Salonidis, Edward W. Knightly
Congestion Control and Channel Assignment in Multi-Radio Wireless Mesh Networks. SECON (2008)
Marianna Carrera, Henrik Lundgren, Theodoros Salonidis, Christophe Diot
A cross-layer load-independent link cost metric for wireless mesh networks. CoNEXT (2007)
Abdul Kader Kabbani, Theodoros Salonidis, Edward W. Knightly
Distributed Low-Complexity Maximum-Throughput Scheduling for Wireless Backhaul Networks. INFOCOM (2007)
Theodoros Salonidis, Michele Garetto, Amit Saha, Edward W. Knightly
Identifying High Throughput Paths in 802.11 Mesh Networks: a Model-based Approach. ICNP (2007)
Jingpu Shi, Theodoros Salonidis, Edward W. Knightly
Starvation mitigation through multi-channel coordination in CSMA multi-hop wireless networks. MobiHoc (2006)
Michele Garetto, Theodoros Salonidis, Edward W. Knightly
Modeling Per-Flow Throughput and Capturing Starvation in CSMA Multi-Hop Wireless Networks. INFOCOM (2006)
Theodoros Salonidis, Pravin Bhagwat, Leandros Tassiulas, Richard O. LaMaire
Distributed topology construction of Bluetooth wireless personal area networks. IEEE J. Sel. Areas Commun. 23 (3) (2005)
Theodoros Salonidis, Leandros Tassiulas
Distributed dynamic scheduling for end-to-end rate guarantees in wireless ad hoc networks. MobiHoc (2005)
Theodoros Salonidis, Leandros Tassiulas
On optimal cooperative route caching in large, memory-limited wireless ad hoc networks. ICC (2004)
Theodoros Salonidis, Leandros Tassiulas
Asynchronous TDMA ad hoc networks: scheduling and performance. Eur. Trans. Telecommun. 15 (4) (2004)
Theodoros Salonidis, Leandros Tassiulas
Distributed on-line schedule adaptation for balanced slot allocation in wireless ad hoc networks. IWQoS (2004)
Theodoros Salonidis, Pravin Bhagwat, Leandros Tassiulas, Richard O. LaMaire
Distributed Topology Construction of Bluetooth Personal Area Networks. INFOCOM (2001)
Theodoros Salonidis, Pravin Bhagwat, Leandros Tassiulas
Proximity awareness and fast connection establishment in Bluetooth. MobiHoc (2000)
Theodoros Salonidis, Vassilios Digalakis
Robust speech recognition for multiple topological scenarios of the GSM mobile phone system. ICASSP (1998)

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Publication Activity (10 Years)

Top Topics

Top Venues

Theodoros Salonidis