Stacy Patterson

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 79

Top Venues

CoRR

IEEE Trans. Control. Netw. Syst.

ACC

CDC

Publications

Lei Yu, Meng Han, Yiming Li, Changting Lin, Yao Zhang, Mingyang Zhang, Yan Liu, Haiqin Weng, Yuseok Jeon, Ka-Ho Chow, Stacy Patterson
A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective. CoRR (2024)
Timothy Castiglia, Yi Zhou, Shiqiang Wang, Swanand Kadhe, Nathalie Baracaldo, Stacy Patterson
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning. CoRR (2023)
Saswata Paul, Gul Agha, Stacy Patterson, Carlos A. Varela
Eventual consensus in Synod: verification using a failure-aware actor model. Innov. Syst. Softw. Eng. 19 (4) (2023)
Timothy Castiglia, Yi Zhou, Shiqiang Wang, Swanand Kadhe, Nathalie Baracaldo, Stacy Patterson
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning. ICML (2023)
Yuhao Yi, Bingjia Yang, Zuobai Zhang, Zhongzhi Zhang, Stacy Patterson
Biharmonic Distance-Based Performance Metric for Second-Order Noisy Consensus Networks. IEEE Trans. Inf. Theory 68 (2) (2022)
Yuhao Yi, Yuan Wang, Xingkang He, Stacy Patterson, Karl Henrik Johansson
A Sample-Based Algorithm for Approximately Testing r-Robustness of a Digraph. CDC (2022)
Yuhao Yi, Yuan Wang, Xingkang He, Stacy Patterson, Karl Henrik Johansson
A Sample-Based Algorithm for Approximately Testing r-Robustness of a Digraph. CoRR (2022)
Lorson Blair, Carlos A. Varela, Stacy Patterson
A Continuum Approach for Collaborative Task Processing in UAV MEC Networks. CLOUD (2022)
Timothy J. Castiglia, Anirban Das, Shiqiang Wang, Stacy Patterson
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data. ICML (2022)
Timothy Castiglia, Anirban Das, Shiqiang Wang, Stacy Patterson
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data. CoRR (2022)
Anirban Das, Timothy Castiglia, Shiqiang Wang, Stacy Patterson
Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning. ACM Trans. Intell. Syst. Technol. 13 (6) (2022)
Lorson Blair, Carlos A. Varela, Stacy Patterson
A Continuum Approach for Collaborative Task Processing in UAV MEC Networks. CoRR (2022)
Timothy Castiglia, Shiqiang Wang, Stacy Patterson
Flexible Vertical Federated Learning with Heterogeneous Parties. CoRR (2022)
Saswata Paul, Gul A. Agha, Stacy Patterson, Carlos A. Varela
Verification of Eventual Consensus in Synod Using a Failure-Aware Actor Model. NFM (2021)
Timothy Castiglia, Anirban Das, Stacy Patterson
Multi-Level Local SGD: Distributed SGD for Heterogeneous Hierarchical Networks. ICLR (2021)
Yuhao Yi, Anirban Das, Bassam Bamieh, Zhongzhi Zhang, Stacy Patterson
Diffusion and Consensus in a Weakly Coupled Network of Networks. IEEE Trans. Control. Netw. Syst. 8 (4) (2021)
Anirban Das, Stacy Patterson
Multi-Tier Federated Learning for Vertically Partitioned Data. CoRR (2021)
Saswata Paul, Gul A. Agha, Stacy Patterson, Carlos A. Varela
Verification of Eventual Consensus in Synod Using a Failure-Aware Actor Model. CoRR (2021)
Yuhao Yi, Timothy Castiglia, Stacy Patterson
Shifting Opinions in a Social Network Through Leader Selection. IEEE Trans. Control. Netw. Syst. 8 (3) (2021)
Anirban Das, Stacy Patterson
Multi-Tier Federated Learning for Vertically Partitioned Data. ICASSP (2021)
Anirban Das, Shiqiang Wang, Stacy Patterson
Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning. CoRR (2021)
Saswata Paul, Stacy Patterson, Carlos A. Varela
Formal Guarantees of Timely Progress for Distributed Knowledge Propagation. FMAS (2021)
Anirban Das, Shigeru Imai, Mike P. Wittie, Stacy Patterson
Performance Optimization for Edge-Cloud Serverless Platforms via Dynamic Task Placement. CoRR (2020)
Yuhao Yi, Zhongzhi Zhang, Stacy Patterson
Scale-Free Loopy Structure is Resistant to Noise in Consensus Dynamics in Complex Networks. IEEE Trans. Cybern. 50 (1) (2020)
Timothy Castiglia, Colin Goldberg, Stacy Patterson
A Hierarchical Model for Fast Distributed Consensus in Dynamic Networks. CoRR (2020)
Timothy Castiglia, Anirban Das, Stacy Patterson
Multi-Level Local SGD for Heterogeneous Hierarchical Networks. CoRR (2020)
Timothy Castiglia, Colin Goldberg, Stacy Patterson
A Hierarchical Model for Fast Distributed Consensus in Dynamic Networks. ICDCS (2020)
Anirban Das, Andrew Leaf, Carlos A. Varela, Stacy Patterson
Skedulix: Hybrid Cloud Scheduling for Cost-Efficient Execution of Serverless Applications. CoRR (2020)
Saswata Paul, Fotis Kopsaftopoulos, Stacy Patterson, Carlos A. Varela
Dynamic Data-Driven Formal Progress Envelopes for Distributed Algorithms. DDDAS (2020)
Yuhao Yi, Anirban Das, Stacy Patterson, Bassam Bamieh, Zhongzhi Zhang
Diffusion and Consensus in a Weakly Coupled Network of Networks. CoRR (2020)
Huan Li, Stacy Patterson, Yuhao Yi, Zhongzhi Zhang
Maximizing the Number of Spanning Trees in a Connected Graph. IEEE Trans. Inf. Theory 66 (2) (2020)
Matthew Obetz, Anirban Das, Timothy Castiglia, Stacy Patterson, Ana Milanova
Formalizing Event-Driven Behavior of Serverless Applications. ESOCC (2020)
Erika Mackin, Stacy Patterson
Optimizing the Coherence of a Network of Networks. IEEE Trans. Control. Netw. Syst. 7 (3) (2020)
Anirban Das, Andrew Leaf, Carlos A. Varela, Stacy Patterson
Skedulix: Hybrid Cloud Scheduling for Cost-Efficient Execution of Serverless Applications. CLOUD (2020)
Anirban Das, Shigeru Imai, Stacy Patterson, Mike P. Wittie
Performance Optimization for Edge-Cloud Serverless Platforms via Dynamic Task Placement. CCGRID (2020)
Erika Mackin, Stacy Patterson
Maximizing Diversity of Opinion in Social Networks. ACC (2019)
Yuhao Yi, Stacy Patterson
Disagreement and Polarization in Two-Party Social Networks. CoRR (2019)
Matthew Obetz, Stacy Patterson, Ana Milanova
Static Call Graph Construction in AWS Lambda Serverless Applications. HotCloud (2019)
Matthew Obetz, Stacy Patterson, Ana Milanova
Formalizing Event-Driven Behavior of Serverless Applications. CoRR (2019)
Evan Maicus, Matthew Peveler, Stacy Patterson, Barbara Cutler
Autograding Distributed Algorithms in Networked Containers. SIGCSE (2019)
Timothy Castiglia, Stacy Patterson
Distributed Submodular Maximization with Bounded Communication Cost. CDC (2019)
Yuhao Yi, Timothy Castiglia, Stacy Patterson
Shifting Opinions in a Social Network Through Leader Selection. CoRR (2019)
Erika Mackin, Stacy Patterson
Submodularity in Systems with Higher Order Consensus with Absolute Information. CoRR (2019)
Stacy Patterson, Yuhao Yi, Zhongzhi Zhang
A Resistance-Distance-Based Approach for Optimal Leader Selection in Noisy Consensus Networks. IEEE Trans. Control. Netw. Syst. 6 (1) (2019)
Erika Mackin, Stacy Patterson
Submodular Optimization for Consensus Networks With Noise-Corrupted Leaders. IEEE Trans. Autom. Control. 64 (7) (2019)
Anirban Das, Stacy Patterson, Mike P. Wittie
EdgeBench: Benchmarking Edge Computing Platforms. CoRR (2018)
Brayden Hollis, Stacy Patterson, Jinda Cui, Jeff Trinkle
BubbleTouch: A Quasi-Static Tactile Skin Simulator. CoRR (2018)
Anirban Das, Stacy Patterson, Mike P. Wittie
EdgeBench: Benchmarking Edge Computing Platforms. UCC Companion (2018)
Anirban Das, Yuhao Yi, Stacy Patterson, Bassam Bamieh, Zhongzhi Zhang
Convergence Rate of Consensus in a Network of Networks. CDC (2018)
Shigeru Imai, Stacy Patterson, Carlos A. Varela
Uncertainty-Aware Elastic Virtual Machine Scheduling for Stream Processing Systems. CCGrid (2018)
Yuhao Yi, Zhongzhi Zhang, Stacy Patterson
Scale-free Loopy Structure is Resistant to Noise in Consensus Dynamics in Complex Networks. CoRR (2018)
Erika Mackin, Stacy Patterson
Second Order Consensus with Absolute Information. CDC (2018)
Shigeru Imai, Carlos A. Varela, Stacy Patterson
A Performance Study of Geo-Distributed IoT Data Aggregation for Fog Computing. UCC Companion (2018)
Yuhao Yi, Bingjia Yang, Zhongzhi Zhang, Stacy Patterson
Biharmonic Distance and Performance of Second-Order Consensus Networks with Stochastic Disturbances. ACC (2018)
Erika Mackin, Stacy Patterson
Maximizing Diversity of Opinion in Social Networks. CoRR (2018)
Huan Li, Stacy Patterson, Yuhao Yi, Zhongzhi Zhang
Maximizing the Number of Spanning Trees in a Connected Graph. CoRR (2018)
Brayden Hollis, Stacy Patterson, Jeff Trinkle
Compressed Learning for Tactile Object Recognition. IEEE Robotics Autom. Lett. 3 (3) (2018)
Erika Mackin, Stacy Patterson
Optimizing the coherence of composite networks. ACC (2017)
Shigeru Imai, Stacy Patterson, Carlos A. Varela
Maximum Sustainable Throughput Prediction for Data Stream Processing over Public Clouds. CCGrid (2017)
Erika Mackin, Stacy Patterson
Submodular Optimization for Consensus Networks with Noise-Corrupted Leaders. CoRR (2017)
Stacy Patterson, Yuhao Yi, Zhongzhi Zhang
A Resistance Distance-Based Approach for Optimal Leader Selection in Noisy Consensus Networks. CoRR (2017)
Brayden Hollis, Stacy Patterson, Jeff Trinkle
Compressed Sensing for Scalable Robotic Tactile Skins. CoRR (2017)
Stacy Patterson
Optimizing coherence in 1-D noisy consensus networks with noise-free leaders. ACC (2017)
Stacy Patterson, Neil McGlohon, Kirill Dyagilev
Optimal k-Leader Selection for Coherence and Convergence Rate in One-Dimensional Networks. IEEE Trans. Control. Netw. Syst. 4 (3) (2017)
Erika Mackin, Stacy Patterson
Optimizing the Coherence of Composite Networks. CoRR (2017)
Brayden Hollis, Stacy Patterson, Jeff Trinkle
Adaptive basis selection for compressed sensing in robotic tactile skins. GlobalSIP (2017)
Brayden Hollis, Stacy Patterson, Jeff Trinkle
Compressed Learning for Tactile Object Classification. CoRR (2016)
Shigeru Imai, Stacy Patterson, Carlos A. Varela
Elastic Virtual Machine Scheduling for Continuous Air Traffic Optimization. CCGrid (2016)
Brayden Hollis, Stacy Patterson, Jeff Trinkle
Compressed Sensing for Tactile Skins. CoRR (2016)
Shigeru Imai, Stacy Patterson, Carlos A. Varela
Cost-Efficient Elastic Stream Processing Using Application-Agnostic Performance Prediction. CCGrid (2016)
Stacy Patterson, Neil McGlohon, Kirill Dyagilev
Optimal k-Leader Selection for Coherence and Convergence Rate in One-Dimensional Networks. CoRR (2016)
Qi Chen, Brendan Bellows, Mike P. Wittie, Stacy Patterson, Qing Yang
MOVESET: MOdular VEhicle SEnsor Technology. VNC (2016)
Neil McGlohon, Stacy Patterson
Distributed semi-stochastic optimization with quantization refinement. ACC (2016)
Neil McGlohon, Stacy Patterson
Distributed Semi-Stochastic Optimization with Quantization Refinement. CoRR (2016)
Brayden Hollis, Stacy Patterson, Jeff Trinkle
Compressed sensing for tactile skins. ICRA (2016)
Stacy Patterson, Neil McGlohon, Kirill Dyagilev
Efficient, optimal k-leader selection for coherent, one-dimensional formations. ECC (2015)
Stacy Patterson
In-network leader selection for acyclic graphs. ACC (2015)
Deborah Cohen, Alon Akiva, Barak Avraham, Stacy Patterson, Yonina C. Eldar
Distributed cooperative spectrum sensing from sub-Nyquist samples for Cognitive Radios. SPAWC (2015)
Shigeru Imai, Stacy Patterson, Carlos A. Varela
Cost-Efficient High-Performance Internet-Scale Data Analytics over Multi-cloud Environments. CCGRID (2015)
Stacy Patterson, Yonina C. Eldar, Idit Keidar
Distributed Compressed Sensing for Static and Time-Varying Networks. IEEE Trans. Signal Process. 62 (19) (2014)
Stacy Patterson, Bassam Bamieh
Consensus and Coherence in Fractal Networks. IEEE Trans. Control. Netw. Syst. 1 (4) (2014)
Stacy Patterson
In-Network Leader Selection for Acyclic Graphs. CoRR (2014)
Stacy Patterson, Neil McGlohon, Kirill Dyagilev
Efficient, Optimal $k$-Leader Selection for Coherent, One-Dimensional Formations. CoRR (2014)
Stacy Patterson, Yonina C. Eldar, Idit Keidar
Distributed Compressed Sensing For Static and Time-Varying Networks. CoRR (2013)
Stacy Patterson, Yonina C. Eldar, Idit Keidar
Distributed sparse signal recovery for sensor networks. ICASSP (2013)
Stacy Patterson, Yonina C. Eldar, Idit Keidar
Distributed compressed sensing in dynamic networks. GlobalSIP (2013)
Stacy Patterson, Bassam Bamieh
Consensus and Coherence in Fractal Networks. CoRR (2013)
Ittay Eyal, Idit Keidar, Stacy Patterson, Raphi Rom
In-Network Analytics for Ubiquitous Sensing. DISC (2013)
Stacy Patterson, Yonina C. Eldar, Idit Keidar
Distributed Sparse Signal Recovery For Sensor Networks CoRR (2012)
Stacy Patterson, Aaron J. Elmore, Faisal Nawab, Divyakant Agrawal, Amr El Abbadi
Serializability, not Serial: Concurrency Control and Availability in Multi-Datacenter Datastores CoRR (2012)
Stacy Patterson, Mike P. Wittie, Kevin C. Almeroth, Bassam Bamieh
Network optimization with dynamic demands and link prices. Allerton Conference (2012)
Stacy Patterson, Aaron J. Elmore, Faisal Nawab, Divyakant Agrawal, Amr El Abbadi
Serializability, not Serial: Concurrency Control and Availability in Multi-Datacenter Datastores. Proc. VLDB Endow. 5 (11) (2012)
Bassam Bamieh, Mihailo R. Jovanovic, Partha P. Mitra, Stacy Patterson
Coherence in Large-Scale Networks: Dimension-Dependent Limitations of Local Feedback. IEEE Trans. Autom. Control. 57 (9) (2012)
Bassam Bamieh, Mihailo R. Jovanovic, Partha P. Mitra, Stacy Patterson
Coherence in Large-Scale Networks: Dimension-Dependent Limitations of Local Feedback CoRR (2011)
Stacy Patterson, Bassam Bamieh
Network coherence in fractal graphs. CDC/ECC (2011)
Divyakant Agrawal, Bassam Bamieh, Ceren Budak, Amr El Abbadi, Andrew J. Flanagin, Stacy Patterson
Data-Driven Modeling and Analysis of Online Social Networks. WAIM (2011)
Stacy Patterson, Bassam Bamieh
Convergence rates of consensus algorithms in stochastic networks. CDC (2010)
Stacy Patterson, Bassam Bamieh, Amr El Abbadi
Convergence Rates of Distributed Average Consensus With Stochastic Link Failures. IEEE Trans. Autom. Control. 55 (4) (2010)
Stacy Patterson, Bassam Bamieh
Leader selection for optimal network coherence. CDC (2010)
Stacy Patterson, Bassam Bamieh
Interaction-driven opinion dynamics in online social networks. SOMA@KDD (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stacy Patterson