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2020 – today
- 2025
[j18]Saswata Paul, Chris McCarthy, Stacy Patterson, Carlos A. Varela:
Formal verification of timely knowledge propagation in airborne networks. Sci. Comput. Program. 239: 103184 (2025)- 2024
- [c55]Linh Tran, Sanjay Chari, Md. Saikat Islam Khan, Aaron Zachariah, Stacy Patterson, Oshani Seneviratne:
A Differentially Private Blockchain-Based Approach for Vertical Federated Learning. DAPPS 2024: 86-92 - [i41]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 abs/2402.03688 (2024) - [i40]Linh Tran, Sanjay Chari, Md. Saikat Islam Khan, Aaron Zachariah, Stacy Patterson, Oshani Seneviratne:
A Differentially Private Blockchain-Based Approach for Vertical Federated Learning. CoRR abs/2407.07054 (2024) - [i39]Max Emerick, Stacy Patterson, Bassam Bamieh:
Optimal Assignment and Motion Control in Two-Class Continuum Swarms. CoRR abs/2407.18159 (2024) - [i38]Md. Saikat Islam Khan, Aparna Gupta, Oshani Seneviratne, Stacy Patterson:
Fed-RD: Privacy-Preserving Federated Learning for Financial Crime Detection. CoRR abs/2408.01609 (2024) - 2023
- [j17]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): 395-410 (2023) - [c54]Timothy Castiglia, Yi Zhou, Shiqiang Wang, Swanand Kadhe, Nathalie Baracaldo, Stacy Patterson:
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning. ICML 2023: 3757-3781 - [i37]Timothy Castiglia, Yi Zhou, Shiqiang Wang, Swanand Kadhe, Nathalie Baracaldo, Stacy Patterson:
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning. CoRR abs/2305.02219 (2023) - 2022
- [j16]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): 99:1-99:27 (2022) - [j15]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): 1220-1236 (2022) - [c53]Lorson Blair, Carlos A. Varela, Stacy Patterson:
A Continuum Approach for Collaborative Task Processing in UAV MEC Networks. CLOUD 2022: 247-256 - [c52]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: 6478-6483 - [c51]Timothy J. Castiglia, Anirban Das, Shiqiang Wang, Stacy Patterson:
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data. ICML 2022: 2738-2766 - [i36]Lorson Blair, Carlos A. Varela, Stacy Patterson:
A Continuum Approach for Collaborative Task Processing in UAV MEC Networks. CoRR abs/2206.02950 (2022) - [i35]Timothy Castiglia, Anirban Das, Shiqiang Wang, Stacy Patterson:
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data. CoRR abs/2206.08330 (2022) - [i34]Yuhao Yi, Yuan Wang, Xingkang He, Stacy Patterson, Karl Henrik Johansson:
A Sample-Based Algorithm for Approximately Testing r-Robustness of a Digraph. CoRR abs/2207.12110 (2022) - [i33]Timothy Castiglia, Shiqiang Wang, Stacy Patterson:
Flexible Vertical Federated Learning with Heterogeneous Parties. CoRR abs/2208.12672 (2022) - 2021
- [j14]Yuhao Yi, Timothy Castiglia, Stacy Patterson:
Shifting Opinions in a Social Network Through Leader Selection. IEEE Trans. Control. Netw. Syst. 8(3): 1116-1127 (2021) - [j13]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): 1601-1612 (2021) - [c50]Anirban Das, Stacy Patterson:
Multi-Tier Federated Learning for Vertically Partitioned Data. ICASSP 2021: 3100-3104 - [c49]Timothy Castiglia, Anirban Das, Stacy Patterson:
Multi-Level Local SGD: Distributed SGD for Heterogeneous Hierarchical Networks. ICLR 2021 - [c48]Saswata Paul, Gul A. Agha, Stacy Patterson, Carlos A. Varela:
Verification of Eventual Consensus in Synod Using a Failure-Aware Actor Model. NFM 2021: 249-267 - [c47]Saswata Paul, Stacy Patterson, Carlos A. Varela:
Formal Guarantees of Timely Progress for Distributed Knowledge Propagation. FMAS 2021: 73-91 - [e1]Laurent Lefèvre, Stacy Patterson, Young Choon Lee, Haiying Shen, Shashikant Ilager, Mohammad Goudarzi, Adel Nadjaran Toosi, Rajkumar Buyya:
21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2021, Melbourne, Australia, May 10-13, 2021. IEEE 2021, ISBN 978-1-7281-9586-5 [contents] - [i32]Anirban Das, Stacy Patterson:
Multi-Tier Federated Learning for Vertically Partitioned Data. CoRR abs/2102.03620 (2021) - [i31]Saswata Paul, Gul A. Agha, Stacy Patterson, Carlos A. Varela:
Verification of Eventual Consensus in Synod Using a Failure-Aware Actor Model. CoRR abs/2103.14576 (2021) - [i30]Anirban Das, Shiqiang Wang, Stacy Patterson:
Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning. CoRR abs/2108.08930 (2021) - 2020
- [j12]Erika Mackin, Stacy Patterson:
Optimizing the Coherence of a Network of Networks. IEEE Trans. Control. Netw. Syst. 7(3): 1465-1475 (2020) - [j11]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): 190-200 (2020) - [j10]Huan Li, Stacy Patterson, Yuhao Yi, Zhongzhi Zhang:
Maximizing the Number of Spanning Trees in a Connected Graph. IEEE Trans. Inf. Theory 66(2): 1248-1260 (2020) - [c46]Anirban Das, Andrew Leaf, Carlos A. Varela, Stacy Patterson:
Skedulix: Hybrid Cloud Scheduling for Cost-Efficient Execution of Serverless Applications. CLOUD 2020: 609-618 - [c45]Anirban Das, Shigeru Imai, Stacy Patterson, Mike P. Wittie:
Performance Optimization for Edge-Cloud Serverless Platforms via Dynamic Task Placement. CCGRID 2020: 41-50 - [c44]Saswata Paul, Fotis Kopsaftopoulos, Stacy Patterson, Carlos A. Varela:
Dynamic Data-Driven Formal Progress Envelopes for Distributed Algorithms. DDDAS 2020: 245-252 - [c43]Matthew Obetz, Anirban Das, Timothy Castiglia, Stacy Patterson, Ana L. Milanova:
Formalizing Event-Driven Behavior of Serverless Applications. ESOCC 2020: 19-29 - [c42]Timothy Castiglia, Colin Goldberg, Stacy Patterson:
A Hierarchical Model for Fast Distributed Consensus in Dynamic Networks. ICDCS 2020: 1189-1190 - [i29]Yuhao Yi, Anirban Das, Stacy Patterson, Bassam Bamieh, Zhongzhi Zhang:
Diffusion and Consensus in a Weakly Coupled Network of Networks. CoRR abs/2002.06109 (2020) - [i28]Anirban Das, Shigeru Imai, Mike P. Wittie, Stacy Patterson:
Performance Optimization for Edge-Cloud Serverless Platforms via Dynamic Task Placement. CoRR abs/2003.01310 (2020) - [i27]Timothy Castiglia, Colin Goldberg, Stacy Patterson:
A Hierarchical Model for Fast Distributed Consensus in Dynamic Networks. CoRR abs/2004.06215 (2020) - [i26]Anirban Das, Andrew Leaf, Carlos A. Varela, Stacy Patterson:
Skedulix: Hybrid Cloud Scheduling for Cost-Efficient Execution of Serverless Applications. CoRR abs/2006.03720 (2020) - [i25]Timothy Castiglia, Anirban Das, Stacy Patterson:
Multi-Level Local SGD for Heterogeneous Hierarchical Networks. CoRR abs/2007.13819 (2020)
2010 – 2019
- 2019
- [j9]Erika Mackin, Stacy Patterson:
Submodular Optimization for Consensus Networks With Noise-Corrupted Leaders. IEEE Trans. Autom. Control. 64(7): 3054-3059 (2019) - [j8]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): 191-201 (2019) - [c41]Erika Mackin, Stacy Patterson:
Maximizing Diversity of Opinion in Social Networks. ACC 2019: 2728-2734 - [c40]Timothy Castiglia, Stacy Patterson:
Distributed Submodular Maximization with Bounded Communication Cost. CDC 2019: 3006-3011 - [c39]Matthew Obetz, Stacy Patterson, Ana L. Milanova:
Static Call Graph Construction in AWS Lambda Serverless Applications. HotCloud 2019 - [c38]Evan Maicus, Matthew Peveler, Stacy Patterson, Barbara Cutler:
Autograding Distributed Algorithms in Networked Containers. SIGCSE 2019: 133-138 - [i24]Erika Mackin, Stacy Patterson:
Submodularity in Systems with Higher Order Consensus with Absolute Information. CoRR abs/1905.09156 (2019) - [i23]Yuhao Yi, Timothy Castiglia, Stacy Patterson:
Shifting Opinions in a Social Network Through Leader Selection. CoRR abs/1910.13009 (2019) - [i22]Yuhao Yi, Stacy Patterson:
Disagreement and Polarization in Two-Party Social Networks. CoRR abs/1911.11338 (2019) - [i21]Matthew Obetz, Stacy Patterson, Ana L. Milanova:
Formalizing Event-Driven Behavior of Serverless Applications. CoRR abs/1912.03584 (2019) - 2018
- [j7]Brayden Hollis, Stacy Patterson, Jeff Trinkle:
Compressed Learning for Tactile Object Recognition. IEEE Robotics Autom. Lett. 3(3): 1616-1623 (2018) - [c37]Yuhao Yi, Bingjia Yang, Zhongzhi Zhang, Stacy Patterson:
Biharmonic Distance and Performance of Second-Order Consensus Networks with Stochastic Disturbances. ACC 2018: 4943-4950 - [c36]Shigeru Imai, Stacy Patterson, Carlos A. Varela:
Uncertainty-Aware Elastic Virtual Machine Scheduling for Stream Processing Systems. CCGrid 2018: 62-71 - [c35]Anirban Das, Yuhao Yi, Stacy Patterson, Bassam Bamieh, Zhongzhi Zhang:
Convergence Rate of Consensus in a Network of Networks. CDC 2018: 459-465 - [c34]Erika Mackin, Stacy Patterson:
Second Order Consensus with Absolute Information. CDC 2018: 4523-4528 - [c33]Anirban Das, Stacy Patterson, Mike P. Wittie:
EdgeBench: Benchmarking Edge Computing Platforms. UCC Companion 2018: 175-180 - [c32]Shigeru Imai, Carlos A. Varela, Stacy Patterson:
A Performance Study of Geo-Distributed IoT Data Aggregation for Fog Computing. UCC Companion 2018: 278-283 - [i20]Yuhao Yi, Zhongzhi Zhang, Stacy Patterson:
Scale-free Loopy Structure is Resistant to Noise in Consensus Dynamics in Complex Networks. CoRR abs/1801.00535 (2018) - [i19]Huan Li, Stacy Patterson, Yuhao Yi, Zhongzhi Zhang:
Maximizing the Number of Spanning Trees in a Connected Graph. CoRR abs/1804.02785 (2018) - [i18]Brayden Hollis, Stacy Patterson, Jinda Cui, Jeff Trinkle:
BubbleTouch: A Quasi-Static Tactile Skin Simulator. CoRR abs/1809.09153 (2018) - [i17]Erika Mackin, Stacy Patterson:
Maximizing Diversity of Opinion in Social Networks. CoRR abs/1811.03706 (2018) - [i16]Anirban Das, Stacy Patterson, Mike P. Wittie:
EdgeBench: Benchmarking Edge Computing Platforms. CoRR abs/1811.05948 (2018) - 2017
- [j6]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): 523-532 (2017) - [c31]Stacy Patterson:
Optimizing coherence in 1-D noisy consensus networks with noise-free leaders. ACC 2017: 3011-3016 - [c30]Erika Mackin, Stacy Patterson:
Optimizing the coherence of composite networks. ACC 2017: 4334-4340 - [c29]Shigeru Imai, Stacy Patterson, Carlos A. Varela:
Maximum Sustainable Throughput Prediction for Data Stream Processing over Public Clouds. CCGrid 2017: 504-513 - [c28]Brayden Hollis, Stacy Patterson, Jeff Trinkle:
Adaptive basis selection for compressed sensing in robotic tactile skins. GlobalSIP 2017: 1285-1289 - [i15]Erika Mackin, Stacy Patterson:
Optimizing the Coherence of Composite Networks. CoRR abs/1702.07823 (2017) - [i14]Brayden Hollis, Stacy Patterson, Jeff Trinkle:
Compressed Sensing for Scalable Robotic Tactile Skins. CoRR abs/1705.05247 (2017) - [i13]Stacy Patterson, Yuhao Yi, Zhongzhi Zhang:
A Resistance Distance-Based Approach for Optimal Leader Selection in Noisy Consensus Networks. CoRR abs/1708.06873 (2017) - [i12]Erika Mackin, Stacy Patterson:
Submodular Optimization for Consensus Networks with Noise-Corrupted Leaders. CoRR abs/1712.08212 (2017) - 2016
- [c27]Neil McGlohon, Stacy Patterson:
Distributed semi-stochastic optimization with quantization refinement. ACC 2016: 7159-7164 - [c26]Shigeru Imai, Stacy Patterson, Carlos A. Varela:
Elastic Virtual Machine Scheduling for Continuous Air Traffic Optimization. CCGrid 2016: 183-186 - [c25]Shigeru Imai, Stacy Patterson, Carlos A. Varela:
Cost-Efficient Elastic Stream Processing Using Application-Agnostic Performance Prediction. CCGrid 2016: 604-607 - [c24]Brayden Hollis, Stacy Patterson, Jeff Trinkle:
Compressed sensing for tactile skins. ICRA 2016: 150-157 - [c23]Qi Chen, Brendan Bellows, Mike P. Wittie, Stacy Patterson, Qing Yang:
MOVESET: MOdular VEhicle SEnsor Technology. VNC 2016: 1-4 - [i11]Brayden Hollis, Stacy Patterson, Jeff Trinkle:
Compressed Sensing for Tactile Skins. CoRR abs/1603.01324 (2016) - [i10]Neil McGlohon, Stacy Patterson:
Distributed Semi-Stochastic Optimization with Quantization Refinement. CoRR abs/1603.06306 (2016) - [i9]Stacy Patterson, Neil McGlohon, Kirill Dyagilev:
Optimal k-Leader Selection for Coherence and Convergence Rate in One-Dimensional Networks. CoRR abs/1604.07094 (2016) - [i8]Brayden Hollis, Stacy Patterson, Jeff Trinkle:
Compressed Learning for Tactile Object Classification. CoRR abs/1609.07542 (2016) - 2015
- [c22]Stacy Patterson:
In-network leader selection for acyclic graphs. ACC 2015: 329-334 - [c21]Shigeru Imai, Stacy Patterson, Carlos A. Varela:
Cost-Efficient High-Performance Internet-Scale Data Analytics over Multi-cloud Environments. CCGRID 2015: 793-796 - [c20]Stacy Patterson, Neil McGlohon, Kirill Dyagilev:
Efficient, optimal k-leader selection for coherent, one-dimensional formations. ECC 2015: 1908-1913 - [c19]Deborah Cohen, Alon Akiva, Barak Avraham, Stacy Patterson, Yonina C. Eldar:
Distributed cooperative spectrum sensing from sub-Nyquist samples for Cognitive Radios. SPAWC 2015: 336-340 - 2014
- [j5]Stacy Patterson, Bassam Bamieh:
Consensus and Coherence in Fractal Networks. IEEE Trans. Control. Netw. Syst. 1(4): 338-348 (2014) - [j4]Stacy Patterson, Yonina C. Eldar, Idit Keidar:
Distributed Compressed Sensing for Static and Time-Varying Networks. IEEE Trans. Signal Process. 62(19): 4931-4946 (2014) - [i7]Stacy Patterson:
In-Network Leader Selection for Acyclic Graphs. CoRR abs/1410.6533 (2014) - [i6]Stacy Patterson, Neil McGlohon, Kirill Dyagilev:
Efficient, Optimal $k$-Leader Selection for Coherent, One-Dimensional Formations. CoRR abs/1412.6595 (2014) - 2013
- [c18]Stacy Patterson, Yonina C. Eldar, Idit Keidar:
Distributed compressed sensing in dynamic networks. GlobalSIP 2013: 903-906 - [c17]Stacy Patterson, Yonina C. Eldar, Idit Keidar:
Distributed sparse signal recovery for sensor networks. ICASSP 2013: 4494-4498 - [c16]Ittay Eyal, Idit Keidar, Stacy Patterson, Raphi Rom:
In-Network Analytics for Ubiquitous Sensing. DISC 2013: 507-521 - [i5]Stacy Patterson, Yonina C. Eldar, Idit Keidar:
Distributed Compressed Sensing For Static and Time-Varying Networks. CoRR abs/1308.6086 (2013) - [i4]Stacy Patterson, Bassam Bamieh:
Consensus and Coherence in Fractal Networks. CoRR abs/1310.2592 (2013) - 2012
- [j3]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): 1459-1470 (2012) - [j2]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): 2235-2249 (2012) - [c15]Stacy Patterson, Mike P. Wittie, Kevin C. Almeroth, Bassam Bamieh:
Network optimization with dynamic demands and link prices. Allerton Conference 2012: 120-127 - [i3]Stacy Patterson, Aaron J. Elmore, Faisal Nawab, Divyakant Agrawal, Amr El Abbadi:
Serializability, not Serial: Concurrency Control and Availability in Multi-Datacenter Datastores. CoRR abs/1208.0270 (2012) - [i2]Stacy Patterson, Yonina C. Eldar, Idit Keidar:
Distributed Sparse Signal Recovery For Sensor Networks. CoRR abs/1212.6009 (2012) - 2011
- [c14]Stacy Patterson, Bassam Bamieh:
Network coherence in fractal graphs. CDC/ECC 2011: 6445-6450 - [c13]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: 3-17 - [i1]Bassam Bamieh, Mihailo R. Jovanovic, Partha P. Mitra, Stacy Patterson:
Coherence in Large-Scale Networks: Dimension-Dependent Limitations of Local Feedback. CoRR abs/1112.4011 (2011) - 2010
- [j1]Stacy Patterson, Bassam Bamieh, Amr El Abbadi:
Convergence Rates of Distributed Average Consensus With Stochastic Link Failures. IEEE Trans. Autom. Control. 55(4): 880-892 (2010) - [c12]Stacy Patterson, Bassam Bamieh:
Leader selection for optimal network coherence. CDC 2010: 2692-2697 - [c11]Stacy Patterson, Bassam Bamieh:
Convergence rates of consensus algorithms in stochastic networks. CDC 2010: 6608-6613 - [c10]Stacy Patterson, Bassam Bamieh:
Interaction-driven opinion dynamics in online social networks. SOMA@KDD 2010: 98-105
2000 – 2009
- 2008
- [c9]Stacy Patterson, Bassam Bamieh:
Distributed consensus with link failures as a structured stochastic uncertainty problem. Allerton 2008: 623-627 - [c8]Bassam Bamieh, Mihailo R. Jovanovic, Partha P. Mitra, Stacy Patterson:
Effect of topological dimension on rigidity of vehicle formations: Fundamental limitations of local feedback. CDC 2008: 369-374 - [c7]Stacy Patterson, Bassam Bamieh, Amr El Abbadi:
Using tomography for ubiquitous sensing. GIS 2008: 5 - [c6]Stacy Patterson, Bassam Bamieh, Amr El Abbadi:
Environmental Tomography: Ubiquitous Sensing with Mobile Devices. ICDE 2008: 1560-1563 - [c5]Stacy Patterson, Bassam Bamieh, Amr El Abbadi, Mihailo R. Jovanovic:
On the feasibility of large-scale automated highways. MobiQuitous 2008 - 2007
- [c4]Stacy Patterson, Bassam Bamieh, Amr El Abbadi:
Distributed average consensus with stochastic communication failures. CDC 2007: 4215-4220 - 2006
- [c3]Stacy Patterson, Bassam Bamieh, Amr El Abbadi:
Brief Announcement: Convergence Analysis of Scalable Gossip Protocols. DISC 2006: 540-542 - 2005
- [c2]Stacy Patterson, Divyakant Agrawal, Amr El Abbadi:
Guaranteeing Correctness of Lock-Free Range Queries over P2P Data. DBISP2P 2005: 123-134 - [c1]Achour Mostéfaoui, Michel Raynal, Corentin Travers, Stacy Patterson, Divyakant Agrawal, Amr El Abbadi:
From Static Distributed Systems to Dynamic Systems. SRDS 2005: 109-118
Coauthor Index
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