Guaranteeing Correctness of Lock-Free Range Queries over P2P Data. - Stacy Patterson; Divyakant Agrawal; Amr El Abbadi (DBISP2P, 2005)

From Static Distributed Systems to Dynamic Systems. - Achour Mostéfaoui; Michel Raynal; Corentin Travers; Stacy Patterson; Divyakant Agrawal; Amr El Abbadi (SRDS, 2005)

Brief Announcement: Convergence Analysis of Scalable Gossip Protocols. - Stacy Patterson; Bassam Bamieh; Amr El Abbadi (DISC, 2006)

Distributed average consensus with stochastic communication failures. - Stacy Patterson; Bassam Bamieh; Amr El Abbadi (CDC, 2007)

Distributed consensus with link failures as a structured stochastic uncertainty problem. - Stacy Patterson; Bassam Bamieh (Allerton, 2008)

Effect of topological dimension on rigidity of vehicle formations: Fundamental limitations of local feedback. - Bassam Bamieh; Mihailo R. Jovanovic; Partha P. Mitra; Stacy Patterson (CDC, 2008)

Using tomography for ubiquitous sensing. - Stacy Patterson; Bassam Bamieh; Amr El Abbadi (GIS, 2008)

Environmental Tomography: Ubiquitous Sensing with Mobile Devices. - Stacy Patterson; Bassam Bamieh; Amr El Abbadi (ICDE, 2008)

On the feasibility of large-scale automated highways. - Stacy Patterson; Bassam Bamieh; Amr El Abbadi; Mihailo R. Jovanovic (MobiQuitous, 2008)

Leader selection for optimal network coherence. - Stacy Patterson; Bassam Bamieh (CDC, 2010)

Convergence rates of consensus algorithms in stochastic networks. - Stacy Patterson; Bassam Bamieh (CDC, 2010)

Interaction-driven opinion dynamics in online social networks. - Stacy Patterson; Bassam Bamieh (SOMA@KDD, 2010)

Convergence Rates of Distributed Average Consensus With Stochastic Link Failures. - Stacy Patterson; Bassam Bamieh; Amr El Abbadi (IEEE Trans. Autom. Control., 2010)

Network coherence in fractal graphs. - Stacy Patterson; Bassam Bamieh (CDC/ECC, 2011)

Data-Driven Modeling and Analysis of Online Social Networks. - Divyakant Agrawal; Bassam Bamieh; Ceren Budak; Amr El Abbadi; Andrew J. Flanagin; Stacy Patterson (WAIM, 2011)

Network optimization with dynamic demands and link prices. - Stacy Patterson; Mike P. Wittie; Kevin C. Almeroth; Bassam Bamieh (Allerton Conference, 2012)

Serializability, not Serial: Concurrency Control and Availability in Multi-Datacenter Datastores. - Stacy Patterson; Aaron J. Elmore; Faisal Nawab; Divyakant Agrawal; Amr El Abbadi (Proc. VLDB Endow., 2012)

Coherence in Large-Scale Networks: Dimension-Dependent Limitations of Local Feedback. - Bassam Bamieh; Mihailo R. Jovanovic; Partha P. Mitra; Stacy Patterson (IEEE Trans. Autom. Control., 2012)

Distributed compressed sensing in dynamic networks. - Stacy Patterson; Yonina C. Eldar; Idit Keidar (GlobalSIP, 2013)

Distributed sparse signal recovery for sensor networks. - Stacy Patterson; Yonina C. Eldar; Idit Keidar (ICASSP, 2013)

In-Network Analytics for Ubiquitous Sensing. - Ittay Eyal; Idit Keidar; Stacy Patterson; Raphi Rom (DISC, 2013)

Consensus and Coherence in Fractal Networks. - Stacy Patterson; Bassam Bamieh (IEEE Trans. Control. Netw. Syst., 2014)

Distributed Compressed Sensing for Static and Time-Varying Networks. - Stacy Patterson; Yonina C. Eldar; Idit Keidar (IEEE Trans. Signal Process., 2014)

In-network leader selection for acyclic graphs. - Stacy Patterson (ACC, 2015)

Cost-Efficient High-Performance Internet-Scale Data Analytics over Multi-cloud Environments. - Shigeru Imai; Stacy Patterson; Carlos A. Varela (CCGRID, 2015)

Efficient, optimal k-leader selection for coherent, one-dimensional formations. - Stacy Patterson; Neil McGlohon; Kirill Dyagilev (ECC, 2015)

Distributed cooperative spectrum sensing from sub-Nyquist samples for Cognitive Radios. - Deborah Cohen; Alon Akiva; Barak Avraham; Stacy Patterson; Yonina C. Eldar (SPAWC, 2015)

Distributed semi-stochastic optimization with quantization refinement. - Neil McGlohon; Stacy Patterson (ACC, 2016)

Elastic Virtual Machine Scheduling for Continuous Air Traffic Optimization. - Shigeru Imai; Stacy Patterson; Carlos A. Varela (CCGrid, 2016)

Cost-Efficient Elastic Stream Processing Using Application-Agnostic Performance Prediction. - Shigeru Imai; Stacy Patterson; Carlos A. Varela (CCGrid, 2016)

Compressed sensing for tactile skins. - Brayden Hollis; Stacy Patterson; Jeff Trinkle (ICRA, 2016)

MOVESET: MOdular VEhicle SEnsor Technology. - Qi Chen 018; Brendan Bellows; Mike P. Wittie; Stacy Patterson; Qing Yang 003 (VNC, 2016)

Compressed Learning for Tactile Object Classification. - Brayden Hollis; Stacy Patterson; Jeff Trinkle (CoRR, 2016)

Optimizing the coherence of composite networks. - Erika Mackin; Stacy Patterson (ACC, 2017)

Optimizing coherence in 1-D noisy consensus networks with noise-free leaders. - Stacy Patterson (ACC, 2017)

Maximum Sustainable Throughput Prediction for Data Stream Processing over Public Clouds. - Shigeru Imai; Stacy Patterson; Carlos A. Varela (CCGrid, 2017)

Adaptive basis selection for compressed sensing in robotic tactile skins. - Brayden Hollis; Stacy Patterson; Jeff Trinkle (GlobalSIP, 2017)

Compressed Sensing for Scalable Robotic Tactile Skins. - Brayden Hollis; Stacy Patterson; Jeff Trinkle (CoRR, 2017)

Optimal k-Leader Selection for Coherence and Convergence Rate in One-Dimensional Networks. - Stacy Patterson; Neil McGlohon; Kirill Dyagilev (IEEE Trans. Control. Netw. Syst., 2017)

Biharmonic Distance and Performance of Second-Order Consensus Networks with Stochastic Disturbances. - Yuhao Yi; Bingjia Yang; Zhongzhi Zhang; Stacy Patterson (ACC, 2018)

Uncertainty-Aware Elastic Virtual Machine Scheduling for Stream Processing Systems. - Shigeru Imai; Stacy Patterson; Carlos A. Varela (CCGrid, 2018)

Convergence Rate of Consensus in a Network of Networks. - Anirban Das; Yuhao Yi; Stacy Patterson; Bassam Bamieh; Zhongzhi Zhang (CDC, 2018)

Second Order Consensus with Absolute Information. - Erika Mackin; Stacy Patterson (CDC, 2018)

EdgeBench: Benchmarking Edge Computing Platforms. - Anirban Das; Stacy Patterson; Mike P. Wittie (UCC Companion, 2018)

A Performance Study of Geo-Distributed IoT Data Aggregation for Fog Computing. - Shigeru Imai; Carlos A. Varela; Stacy Patterson (UCC Companion, 2018)

BubbleTouch: A Quasi-Static Tactile Skin Simulator. - Brayden Hollis; Stacy Patterson; Jinda Cui; Jeff Trinkle (CoRR, 2018)

Compressed Learning for Tactile Object Recognition. - Brayden Hollis; Stacy Patterson; Jeff Trinkle (IEEE Robotics Autom. Lett., 2018)

Maximizing Diversity of Opinion in Social Networks. - Erika Mackin; Stacy Patterson (ACC, 2019)

Distributed Submodular Maximization with Bounded Communication Cost. - Timothy Castiglia; Stacy Patterson (CDC, 2019)

Static Call Graph Construction in AWS Lambda Serverless Applications. - Matthew Obetz; Stacy Patterson; Ana L. Milanova (HotCloud, 2019)

Autograding Distributed Algorithms in Networked Containers. - Evan Maicus; Matthew Peveler; Stacy Patterson; Barbara Cutler (SIGCSE, 2019)

Submodularity in Systems with Higher Order Consensus with Absolute Information. - Erika Mackin; Stacy Patterson (CoRR, 2019)

Disagreement and Polarization in Two-Party Social Networks. - Yuhao Yi; Stacy Patterson (CoRR, 2019)

Formalizing Event-Driven Behavior of Serverless Applications. - Matthew Obetz; Stacy Patterson; Ana L. Milanova (CoRR, 2019)

Submodular Optimization for Consensus Networks With Noise-Corrupted Leaders. - Erika Mackin; Stacy Patterson (IEEE Trans. Autom. Control., 2019)

A Resistance-Distance-Based Approach for Optimal Leader Selection in Noisy Consensus Networks. - Stacy Patterson; Yuhao Yi; Zhongzhi Zhang (IEEE Trans. Control. Netw. Syst., 2019)

Skedulix: Hybrid Cloud Scheduling for Cost-Efficient Execution of Serverless Applications. - Anirban Das; Andrew Leaf; Carlos A. Varela; Stacy Patterson (CLOUD, 2020)

Performance Optimization for Edge-Cloud Serverless Platforms via Dynamic Task Placement. - Anirban Das; Shigeru Imai; Stacy Patterson; Mike P. Wittie (CCGRID, 2020)

Dynamic Data-Driven Formal Progress Envelopes for Distributed Algorithms. - Saswata Paul; Fotis Kopsaftopoulos; Stacy Patterson; Carlos A. Varela (DDDAS, 2020)

Formalizing Event-Driven Behavior of Serverless Applications. - Matthew Obetz; Anirban Das; Timothy Castiglia; Stacy Patterson; Ana L. Milanova (ESOCC, 2020)

A Hierarchical Model for Fast Distributed Consensus in Dynamic Networks. - Timothy Castiglia; Colin Goldberg; Stacy Patterson (ICDCS, 2020)

Multi-Level Local SGD for Heterogeneous Hierarchical Networks. - Timothy Castiglia; Anirban Das; Stacy Patterson (CoRR, 2020)

Optimizing the Coherence of a Network of Networks. - Erika Mackin; Stacy Patterson (IEEE Trans. Control. Netw. Syst., 2020)

Scale-Free Loopy Structure is Resistant to Noise in Consensus Dynamics in Complex Networks. - Yuhao Yi; Zhongzhi Zhang; Stacy Patterson (IEEE Trans. Cybern., 2020)

Maximizing the Number of Spanning Trees in a Connected Graph. - Huan Li 002; Stacy Patterson; Yuhao Yi; Zhongzhi Zhang (IEEE Trans. Inf. Theory, 2020)

Multi-Tier Federated Learning for Vertically Partitioned Data. - Anirban Das; Stacy Patterson (ICASSP, 2021)

Multi-Level Local SGD: Distributed SGD for Heterogeneous Hierarchical Networks. - Timothy Castiglia; Anirban Das; Stacy Patterson (ICLR, 2021)

Verification of Eventual Consensus in Synod Using a Failure-Aware Actor Model. - Saswata Paul; Gul A. Agha; Stacy Patterson; Carlos A. Varela (NFM, 2021)

Formal Guarantees of Timely Progress for Distributed Knowledge Propagation. - Saswata Paul; Stacy Patterson; Carlos A. Varela (FMAS, 2021)

Shifting Opinions in a Social Network Through Leader Selection. - Yuhao Yi; Timothy Castiglia; Stacy Patterson (IEEE Trans. Control. Netw. Syst., 2021)

Diffusion and Consensus in a Weakly Coupled Network of Networks. - Yuhao Yi; Anirban Das; Bassam Bamieh; Zhongzhi Zhang; Stacy Patterson (IEEE Trans. Control. Netw. Syst., 2021)

A Continuum Approach for Collaborative Task Processing in UAV MEC Networks. - Lorson Blair; Carlos A. Varela; Stacy Patterson (CLOUD, 2022)

A Sample-Based Algorithm for Approximately Testing r-Robustness of a Digraph. - Yuhao Yi; Yuan Wang 001; Xingkang He; Stacy Patterson; Karl Henrik Johansson (CDC, 2022)

Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data. - Timothy J. Castiglia; Anirban Das; Shiqiang Wang 001; Stacy Patterson (ICML, 2022)

Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning. - Anirban Das; Timothy Castiglia; Shiqiang Wang 001; Stacy Patterson (ACM Trans. Intell. Syst. Technol., 2022)

Biharmonic Distance-Based Performance Metric for Second-Order Noisy Consensus Networks. - Yuhao Yi; Bingjia Yang; Zuobai Zhang; Zhongzhi Zhang; Stacy Patterson (IEEE Trans. Inf. Theory, 2022)

LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning. - Timothy Castiglia; Yi Zhou 015; Shiqiang Wang 001; Swanand Kadhe; Nathalie Baracaldo; Stacy Patterson (ICML, 2023)

Eventual consensus in Synod: verification using a failure-aware actor model. - Saswata Paul; Gul Agha; Stacy Patterson; Carlos A. Varela (Innov. Syst. Softw. Eng., 2023)

Fed-RD: Privacy-Preserving Federated Learning for Financial Crime Detection. - Md. Saikat Islam Khan; Aparna Gupta; Oshani Seneviratne; Stacy Patterson (CIFEr, 2024)

A Differentially Private Blockchain-Based Approach for Vertical Federated Learning. - Linh Tran; Sanjay Chari; Md. Saikat Islam Khan; Aaron Zachariah; Stacy Patterson; Oshani Seneviratne (DAPPS, 2024)

A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective. - Lei Yu; Meng Han; Yiming Li; Changting Lin; Yao Zhang; Mingyang Zhang; Yan Liu; Haiqin Weng; Yuseok Jeon; Ka-Ho Chow; Stacy Patterson (CoRR, 2024)

Optimal Assignment and Motion Control in Two-Class Continuum Swarms. - Max Emerick; Stacy Patterson; Bassam Bamieh (CoRR, 2024)

Flexible Vertical Federated Learning With Heterogeneous Parties. - Timothy Castiglia; Shiqiang Wang 001; Stacy Patterson (IEEE Trans. Neural Networks Learn. Syst., 2024)

Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models. - Linh Tran; Wei Sun; Stacy Patterson; Ana L. Milanova (ICLR, 2025)

Formal verification of timely knowledge propagation in airborne networks. - Saswata Paul; Chris McCarthy; Stacy Patterson; Carlos A. Varela (Sci. Comput. Program., 2025)

PBM-VFL: Vertical Federated Learning with Feature and Sample Privacy. - Linh Tran; Timothy Castiglia; Stacy Patterson; Ana L. Milanova (CoRR, 2025)