Stacy Patterson

Shiqiang Wang

IEEE Trans. Neural Networks Learn. Syst., December, 2024

Optimal Assignment and Motion Control in Two-Class Continuum Swarms.

[BibT_eX]

[DOI]

Max Emerick

CoRR, 2024

A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective.

[BibT_eX]

[DOI]

CoRR, 2024

A Differentially Private Blockchain-Based Approach for Vertical Federated Learning.

[BibT_eX]

[DOI]

Linh Tran

Sanjay Chari

Md. Saikat Islam Khan

Aaron Zachariah

Oshani Seneviratne

Proceedings of the IEEE International Conference on Decentralized Applications and Infrastructures, 2024

Fed-RD: Privacy-Preserving Federated Learning for Financial Crime Detection.

[BibT_eX]

[DOI]

Md. Saikat Islam Khan

Aparna Gupta

Oshani Seneviratne

Proceedings of the IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, 2024

2023

Eventual consensus in Synod: verification using a failure-aware actor model.

[BibT_eX]

[DOI]

Innov. Syst. Softw. Eng., December, 2023

LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

2022

Biharmonic Distance-Based Performance Metric for Second-Order Noisy Consensus Networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2022

Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2022

Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

A Sample-Based Algorithm for Approximately Testing r-Robustness of a Digraph.

[BibT_eX]

[DOI]

Karl Henrik Johansson

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

A Continuum Approach for Collaborative Task Processing in UAV MEC Networks.

[BibT_eX]

[DOI]

Lorson Blair

Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

2021

Diffusion and Consensus in a Weakly Coupled Network of Networks.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2021

Shifting Opinions in a Social Network Through Leader Selection.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2021

Formal Guarantees of Timely Progress for Distributed Knowledge Propagation.

[BibT_eX]

[DOI]

Saswata Paul

Proceedings of the Proceedings Third Workshop on Formal Methods for Autonomous Systems, 2021

Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning.

[BibT_eX]

[DOI]

Shiqiang Wang

CoRR, 2021

Verification of Eventual Consensus in Synod Using a Failure-Aware Actor Model.

[BibT_eX]

[DOI]

Proceedings of the NASA Formal Methods - 13th International Symposium, 2021

Multi-Level Local SGD: Distributed SGD for Heterogeneous Hierarchical Networks.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Multi-Tier Federated Learning for Vertically Partitioned Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Maximizing the Number of Spanning Trees in a Connected Graph.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2020

Scale-Free Loopy Structure is Resistant to Noise in Consensus Dynamics in Complex Networks.

[BibT_eX]

[DOI]

Zhongzhi Zhang

IEEE Trans. Cybern., 2020

Optimizing the Coherence of a Network of Networks.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2020

Multi-Level Local SGD for Heterogeneous Hierarchical Networks.

[BibT_eX]

[DOI]

CoRR, 2020

A Hierarchical Model for Fast Distributed Consensus in Dynamic Networks.

[BibT_eX]

[DOI]

Colin Goldberg

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Formalizing Event-Driven Behavior of Serverless Applications.

[BibT_eX]

[DOI]

Proceedings of the Service-Oriented and Cloud Computing, 2020

Dynamic Data-Driven Formal Progress Envelopes for Distributed Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Dynamic Data Driven Applications Systems, 2020

Performance Optimization for Edge-Cloud Serverless Platforms via Dynamic Task Placement.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

Skedulix: Hybrid Cloud Scheduling for Cost-Efficient Execution of Serverless Applications.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

2019

A Resistance-Distance-Based Approach for Optimal Leader Selection in Noisy Consensus Networks.

[BibT_eX]

[DOI]

Zhongzhi Zhang

IEEE Trans. Control. Netw. Syst., 2019

Submodular Optimization for Consensus Networks With Noise-Corrupted Leaders.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2019

Formalizing Event-Driven Behavior of Serverless Applications.

[BibT_eX]

[DOI]

Matthew Obetz

Ana L. Milanova

CoRR, 2019

Disagreement and Polarization in Two-Party Social Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Submodularity in Systems with Higher Order Consensus with Absolute Information.

[BibT_eX]

[DOI]

CoRR, 2019

Autograding Distributed Algorithms in Networked Containers.

[BibT_eX]

[DOI]

Proceedings of the 50th ACM Technical Symposium on Computer Science Education, 2019

Static Call Graph Construction in AWS Lambda Serverless Applications.

[BibT_eX]

[DOI]

Matthew Obetz

Ana L. Milanova

Proceedings of the 11th USENIX Workshop on Hot Topics in Cloud Computing, 2019

Distributed Submodular Maximization with Bounded Communication Cost.

[BibT_eX]

[DOI]

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Maximizing Diversity of Opinion in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 American Control Conference, 2019

2018

Compressed Learning for Tactile Object Recognition.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., 2018

BubbleTouch: A Quasi-Static Tactile Skin Simulator.

[BibT_eX]

[DOI]

CoRR, 2018

A Performance Study of Geo-Distributed IoT Data Aggregation for Fog Computing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE/ACM International Conference on Utility and Cloud Computing Companion, 2018

EdgeBench: Benchmarking Edge Computing Platforms.

[BibT_eX]

[DOI]

Mike P. Wittie

Proceedings of the 2018 IEEE/ACM International Conference on Utility and Cloud Computing Companion, 2018

Second Order Consensus with Absolute Information.

[BibT_eX]

[DOI]

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Convergence Rate of Consensus in a Network of Networks.

[BibT_eX]

[DOI]

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Uncertainty-Aware Elastic Virtual Machine Scheduling for Stream Processing Systems.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE/ACM International Symposium on Cluster, 2018

Biharmonic Distance and Performance of Second-Order Consensus Networks with Stochastic Disturbances.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Optimal k-Leader Selection for Coherence and Convergence Rate in One-Dimensional Networks.

[BibT_eX]

[DOI]

Neil McGlohon

Kirill Dyagilev

IEEE Trans. Control. Netw. Syst., 2017

Compressed Sensing for Scalable Robotic Tactile Skins.

[BibT_eX]

[DOI]

CoRR, 2017

Adaptive basis selection for compressed sensing in robotic tactile skins.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Maximum Sustainable Throughput Prediction for Data Stream Processing over Public Clouds.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

Optimizing coherence in 1-D noisy consensus networks with noise-free leaders.

[BibT_eX]

[DOI]

Proceedings of the 2017 American Control Conference, 2017

Optimizing the coherence of composite networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 American Control Conference, 2017

2016

Compressed Learning for Tactile Object Classification.

[BibT_eX]

[DOI]

CoRR, 2016

MOVESET: MOdular VEhicle SEnsor Technology.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Vehicular Networking Conference, 2016

Compressed sensing for tactile skins.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Cost-Efficient Elastic Stream Processing Using Application-Agnostic Performance Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016

Elastic Virtual Machine Scheduling for Continuous Air Traffic Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016

Distributed semi-stochastic optimization with quantization refinement.

[BibT_eX]

[DOI]

Neil McGlohon

Proceedings of the 2016 American Control Conference, 2016

2015

Distributed cooperative spectrum sensing from sub-Nyquist samples for Cognitive Radios.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015

Efficient, optimal k-leader selection for coherent, one-dimensional formations.

[BibT_eX]

[DOI]

Neil McGlohon

Kirill Dyagilev

Proceedings of the 14th European Control Conference, 2015

Cost-Efficient High-Performance Internet-Scale Data Analytics over Multi-cloud Environments.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

In-network leader selection for acyclic graphs.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2015

2014

Distributed Compressed Sensing for Static and Time-Varying Networks.

[BibT_eX]

[DOI]

Yonina C. Eldar

Idit Keidar

IEEE Trans. Signal Process., 2014

Consensus and Coherence in Fractal Networks.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2014

2013

In-Network Analytics for Ubiquitous Sensing.

[BibT_eX]

[DOI]

Proceedings of the Distributed Computing - 27th International Symposium, 2013

Distributed sparse signal recovery for sensor networks.

[BibT_eX]

[DOI]

Yonina C. Eldar

Idit Keidar

Proceedings of the IEEE International Conference on Acoustics, 2013

Distributed compressed sensing in dynamic networks.

[BibT_eX]

[DOI]

Yonina C. Eldar

Idit Keidar

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012

Coherence in Large-Scale Networks: Dimension-Dependent Limitations of Local Feedback.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2012

Serializability, not Serial: Concurrency Control and Availability in Multi-Datacenter Datastores.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

Network optimization with dynamic demands and link prices.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011

Data-Driven Modeling and Analysis of Online Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 12th International Conference, 2011

Network coherence in fractal graphs.

[BibT_eX]

[DOI]

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010

Convergence Rates of Distributed Average Consensus With Stochastic Link Failures.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2010

Interaction-driven opinion dynamics in online social networks.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Social Media Analytics, 2010

Convergence rates of consensus algorithms in stochastic networks.

[BibT_eX]

[DOI]

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Leader selection for optimal network coherence.

[BibT_eX]

[DOI]

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2008

On the feasibility of large-scale automated highways.

[BibT_eX]

[DOI]

Proceedings of the 5th Annual International Conference on Mobile and Ubiquitous Systems: Computing, 2008

Environmental Tomography: Ubiquitous Sensing with Mobile Devices.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Using tomography for ubiquitous sensing.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

Effect of topological dimension on rigidity of vehicle formations: Fundamental limitations of local feedback.

[BibT_eX]

[DOI]

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Distributed consensus with link failures as a structured stochastic uncertainty problem.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2007

Distributed average consensus with stochastic communication failures.

[BibT_eX]

[DOI]

Proceedings of the 46th IEEE Conference on Decision and Control, 2007

2006

Brief Announcement: Convergence Analysis of Scalable Gossip Protocols.

[BibT_eX]

[DOI]

Proceedings of the Distributed Computing, 20th International Symposium, 2006

2005

From Static Distributed Systems to Dynamic Systems.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Symposium on Reliable Distributed Systems (SRDS 2005), 2005

Guaranteeing Correctness of Lock-Free Range Queries over P2P Data.

[BibT_eX]

[DOI]

Divyakant Agrawal