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ORCIDChristopher Stewart
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2020 – today
- 2025
[j21]Anthony Baietto
, Christopher Stewart, Trevor J. Bihl:
Dataset assembly for training Spiking Neural Networks. Neurocomputing 622: 129207 (2025)- 2024
- [j20]Sushma Katari, Sandeep Venkatesh, Christopher Stewart, Sami Khanal:
Integrating Automated Labeling Framework for Enhancing Deep Learning Models to Count Corn Plants Using UAS Imagery. Sensors 24(19): 6467 (2024) - [j19]Tao Zeng, Zichen Xu, Dan Wu, Xiaoling Li, Biyong Liu, Haichuan Hu, Shuang Tan, Yusong Tan, Chenren Xu, Christopher Stewart, Qihe Zhou, Ye Cao:
Exploring nonintrusive measurements of spatio-temporal portrait of microservices. Softw. Pract. Exp. 54(10): 2025-2041 (2024) - [c67]Denys Grushchak, Jenna Kline, Danilo Pianini, Nicolas Farabegoli, Gianluca Aguzzi, Martina Baiardi, Christopher Stewart:
Decentralized Multi-Drone Coordination for Wildlife Video Acquisition. ACSOS 2024: 31-40 - [c66]Eduardo Romero-Gainza, Christopher Stewart, Austin O'Quinn:
Characterization of Parallelism Techniques for Decision Tree Ensembles. ACSOS 2024: 169-174 - [c65]Zichen Zhang, Christopher Stewart:
Domain-Aware Model Training as a Service for Use-Inspired Models. IC2E 2024: 1-10 - [c64]Jenna Kline, Austin O'Quinn, Tanya Y. Berger-Wolf, Christopher Stewart:
Characterizing and Modeling AI-Driven Animal Ecology Studies at the Edge. SEC 2024: 220-233 - [i12]Benjamin C. Lee, David Brooks, Arthur van Benthem, Udit Gupta, Gage Hills, Vincent Liu, Benjamin Pierce, Christopher Stewart, Emma Strubell, Gu-Yeon Wei, Adam Wierman, Yuan Yao, Minlan Yu:
Carbon Connect: An Ecosystem for Sustainable Computing. CoRR abs/2405.13858 (2024) - [i11]Jenna Kline, Maksim Kholiavchenko, Otto Brookes, Tanya Y. Berger-Wolf, Charles V. Stewart, Christopher Stewart:
Integrating Biological Data into Autonomous Remote Sensing Systems for In Situ Imageomics: A Case Study for Kenyan Animal Behavior Sensing with Unmanned Aerial Vehicles (UAVs). CoRR abs/2407.16864 (2024) - [i10]Jenna Kline, Austin O'Quinn, Tanya Y. Berger-Wolf, Christopher Stewart:
Characterizing and Modeling AI-Driven Animal Ecology Studies at the Edge. CoRR abs/2412.01000 (2024) - 2023
- [j18]Eduardo Romero-Gainza, Christopher Stewart:
AI-Driven Validation of Digital Agriculture Models. Sensors 23(3): 1187 (2023) - [j17]Yunxiao Du, Zichen Xu, Kanqi Zhang, Jie Liu, Christopher Stewart, Jiacheng Huang:
Cost-Effective Strong Consistency on Scalable Geo-Diverse Data Replicas. IEEE Trans. Cloud Comput. 11(2): 1764-1776 (2023) - [c63]Jenna Kline, Christopher Stewart, Tanya Y. Berger-Wolf, Michelle Ramirez, Samuel Stevens, Reshma Ramesh Babu, Namrata Banerji, Alec Sheets, Sowbaranika Balasubramaniam, Elizabeth G. Campolongo, Matthew Thompson, Charles V. Stewart, Maksim Kholiavchenko, Daniel I. Rubenstein, Nina Van Tiel, Jackson Miliko:
A Framework for Autonomic Computing for In Situ Imageomics. ACSOS 2023: 11-16 - [c62]Anthony Baietto, Christopher Stewart, Trevor J. Bihl:
Dataset Augmentation for Robust Spiking Neural Networks. ACSOS-C 2023: 116-121 - [c61]Kevyn Angueira Irizarry, Christopher Stewart:
Poster: Profiling Edge Resource Demands of Zoom Maneuvers for Autonomous Unmanned Aerial Vehicles. SEC 2023: 253-254 - 2022
- [j16]Zichen Zhang, Sami Khanal, Amy Raudenbush, Kelley Tilmon, Christopher Stewart:
Assessing the efficacy of machine learning techniques to characterize soybean defoliation from unmanned aerial vehicles. Comput. Electron. Agric. 193: 106682 (2022) - [j15]Blesson Varghese, Nan Wang, David Bermbach, Cheol-Ho Hong, Eyal de Lara, Weisong Shi, Christopher Stewart:
A Survey on Edge Performance Benchmarking. ACM Comput. Surv. 54(3): 66:1-66:33 (2022) - [j14]Anthony Baietto, Jayson Boubin, Patrick Farr, Trevor J. Bihl, Aaron M. Jones, Christopher Stewart:
Lean Neural Networks for Autonomous Radar Waveform Design. Sensors 22(4): 1317 (2022) - [c60]Christopher Stewart, Nathaniel Morris, Lydia Y. Chen, Robert Birke:
Performance Modeling for Short-Term Cache Allocation. ICPP 2022: 31:1-31:11 - [c59]Jayson Boubin, Codi Burley, Peida Han, Bowen Li, Barry Porter, Christopher Stewart:
MARbLE: Multi-Agent Reinforcement Learning at the Edge for Digital Agriculture. SEC 2022: 68-81 - [c58]Jayson Boubin, Zichen Zhang, John Chumley, Christopher Stewart:
Poster Abstract: Data-Parallel Versus Task-Parallel Swarms for Small Unmanned Aerial Systems. IoTDI 2022: 28-29 - [c57]Kevyn Angueira Irizarry, Zichen Zhang, Christopher Stewart, Jayson Boubin:
Scalable distributed microservices for autonomous UAV swarms: poster abstract. Middleware Demos/Posters 2022: 1-2 - [c56]Eduardo Romero, Christopher Stewart, Angela Li, Kyle C. Hale, Nathaniel Morris:
Bolt: Fast Inference for Random Forests. Middleware 2022: 94-106 - [c55]Jayson Boubin, Zichen Zhang, John Chumley, Christopher Stewart:
Adaptive Deployment for Autonomous Agricultural UAV Swarms. SenSys 2022: 1089-1095 - [i9]Zichen Xu, Yunxiao Du, Kanqi Zhang, Jiacheng Huang, Jie Liu, Jingxiong Gao, Christopher Stewart:
Cost-effective BlackWater Raft on Highly Unreliable Nodes at Scale Out. CoRR abs/2203.07920 (2022) - [i8]Seth Ockerman, John Wu, Christopher Stewart:
A Case for Dataset Specific Profiling. CoRR abs/2208.03315 (2022) - 2021
- [j13]Christopher Stewart, Deepak Vasisht, Weisong Shi:
Toward Fully Autonomous and Networked Vehicles. IEEE Internet Comput. 25(3): 32-33 (2021) - [c54]Max Taylor, Haicheng Chen, Feng Qin, Christopher Stewart:
Avis: In-Situ Model Checking for Unmanned Aerial Vehicles. DSN 2021: 471-483 - [c53]Eduardo Romero-Gainza, Christopher Stewart, Angela Li, Kyle C. Hale, Nathaniel Morris:
Memory Mapping and Parallelizing Random Forests for Speed and Cache Efficiency. ICPP Workshops 2021: 29:1-29:5 - [c52]Bowen Li, Nat Shineman, Jayson Boubin, Christopher Stewart:
Comparison of Object Detectors for Fully Autonomous Aerial Systems Performance. ICPE (Companion) 2021: 165-166 - [i7]Naveen T. R. Babu, Christopher Stewart:
Early Work on Efficient Patching for Coordinating Edge Applications. CoRR abs/2101.00397 (2021) - [i6]Jayson Boubin, Codi Burley, Peida Han, Bowen Li, Barry Porter, Christopher Stewart:
Programming and Deployment of Autonomous Swarms using Multi-Agent Reinforcement Learning. CoRR abs/2105.10605 (2021) - [i5]Max Taylor, Haicheng Chen, Feng Qin, Christopher Stewart:
Avis: In-Situ Model Checking for Unmanned Aerial Vehicles. CoRR abs/2106.14959 (2021) - 2020
- [j12]Ming-Der Yang, Jayson G. Boubin, Hui Ping Tsai, Hsin-Hung Tseng, Yu-Chun Hsu, Christopher Stewart:
Adaptive autonomous UAV scouting for rice lodging assessment using edge computing with deep learning EDANet. Comput. Electron. Agric. 179: 105817 (2020) - [j11]Christopher Stewart, Michele Lazzarini, Adrian Luna, Sergio Albani:
Deep Learning with Open Data for Desert Road Mapping. Remote. Sens. 12(14): 2274 (2020) - [j10]Christopher Stewart, Georges Labrèche, Daniel Lombraña González:
A Pilot Study on Remote Sensing and Citizen Science for Archaeological Prospection. Remote. Sens. 12(17): 2795 (2020) - [j9]Zichen Zhang, Jayson Boubin, Christopher Stewart, Sami Khanal:
Whole-Field Reinforcement Learning: A Fully Autonomous Aerial Scouting Method for Precision Agriculture. Sensors 20(22): 6585 (2020) - [c51]Jayson Boubin, Christopher Stewart:
SoftwarePilot: Fully Autonomous Aerial Systems Made Easier. ACSOS Companion 2020: 250-251 - [c50]Yue Zhang, Christopher Stewart:
Poster: Configuration Management for Internet Services at the Edge: A Data-Driven Approach. SEC 2020: 155-157 - [i4]Blesson Varghese, Nan Wang, David Bermbach, Cheol-Ho Hong, Eyal de Lara, Weisong Shi, Christopher Stewart:
A Survey on Edge Benchmarking. CoRR abs/2004.11725 (2020)
2010 – 2019
- 2019
- [c49]Jayson G. Boubin, Naveen T. R. Babu, Christopher Stewart, John Chumley, Shiqi Zhang:
Managing edge resources for fully autonomous aerial systems. SEC 2019: 74-87 - [c48]Naveen T. R. Babu, Christopher Stewart:
Revisiting online scheduling for AI-driven internet of things. SEC 2019: 310-312 - [c47]Eduardo Romero, Christopher Stewart, Nathaniel Morris:
Fast inference services for alternative deep learning structures. SEC 2019: 329-331 - [c46]Naveen T. R. Babu, Christopher Stewart:
Energy, latency and staleness tradeoffs in AI-driven IoT. SEC 2019: 425-430 - [c45]Jayson Boubin, John Chumley, Christopher Stewart, Sami Khanal:
Autonomic Computing Challenges in Fully Autonomous Precision Agriculture. ICAC 2019: 11-17 - [c44]Jianru Ding, Ruiqi Cao, Indrajeet Saravanan, Nathaniel Morris, Christopher Stewart:
Characterizing Service Level Objectives for Cloud Services: Realities and Myths. ICAC 2019: 200-206 - [c43]Zichen Xu, Christopher Stewart, Jiacheng Huang:
RAFTing Over on Geo-Diverse Spot markets. INFOCOM Workshops 2019: 490-495 - [c42]Zichen Xu, Christopher Stewart, Jiacheng Huang:
Elastic, geo-distributed RAFT. IWQoS 2019: 11:1-11:9 - [c41]Chloe M. Barnes, Kirstie L. Bellman, Jean Botev, Ada Diaconescu, Lukas Esterle, Christian Gruhl, Christopher Landauer, Peter R. Lewis, Phyllis R. Nelson, Anthony Stein, Christopher Stewart, Sven Tomforde:
CHARIOT - Towards a Continuous High-Level Adaptive Runtime Integration Testbed. FAS*W@SASO/ICAC 2019: 52-55 - [c40]Morgan E. Rodgers, Eric Franz, Alan Chalker, David E. Hudak, Christopher Stewart, Raghu Machiraju, Steve Chang, Cathie Smith:
Data Commons to Support University-Wide Cross Discipline Research. PEARC 2019: 99:1-99:2 - 2018
- [j8]Christopher Stewart, Eliezer D. Oren, Eli Cohen-Sasson:
Satellite Remote Sensing Analysis of the Qasrawet Archaeological Site in North Sinai. Remote. Sens. 10(7): 1090 (2018) - [c39]Nathaniel Morris, Indrajeet Saravanan, Pollyanna Cao, Jerry Ding, Christopher Stewart:
SLO Computational Sprinting. SoCC 2018: 510 - [c38]Nathaniel Morris, Christopher Stewart, Lydia Y. Chen, Robert Birke, Jaimie Kelley:
Model-driven computational sprinting. EuroSys 2018: 38:1-38:13 - [c37]Rashmi Rao, Christopher Stewart, Arnulfo Pérez, Siva Meenakshi Renganathan:
Assessing Learning Behavior and Cognitive Bias from Web Logs. FIE 2018: 1-5 - [c36]Jayson Boubin, Shiqi Zhang, Venkata Mandadapu, Christopher Stewart:
Poster Abstract: Characterizing Computational Workloads in UAV Applications. IoTDI 2018: 275-276 - [c35]Venkata Mandadapu, Christopher Stewart:
Using Game Theory to Manage Self-Aware Unmanned Aerial Systems. FAS*W@SASO/ICAC 2018: 222-225 - 2017
- [j7]Christopher Stewart:
Detection of Archaeological Residues in Vegetated Areas Using Satellite Synthetic Aperture Radar. Remote. Sens. 9(2): 118 (2017) - [j6]Jaimie Kelley, Christopher Stewart, Nathaniel Morris, Devesh Tiwari, Yuxiong He, Sameh Elnikety:
Obtaining and Managing Answer Quality for Online Data-Intensive Services. ACM Trans. Model. Perform. Evaluation Comput. Syst. 2(2): 11:1-11:31 (2017) - [c34]Nathaniel Morris, Christopher Stewart, Robert Birke, Lydia Y. Chen, Jaimie Kelley:
Early work on modeling computational sprinting. SoCC 2017: 661 - [c33]Siva Meenakshi Renganathan, Christopher Stewart, Arnulfo Pérez, Rashmi Rao, Bailey Braaten:
Preliminary results on an interactive learning tool for early algebra education. FIE 2017: 1-5 - [c32]Aniket Chakrabarti, Srinivasan Parthasarathy, Christopher Stewart:
A Pareto Framework for Data Analytics on Heterogeneous Systems: Implications for Green Energy Usage and Performance. ICPP 2017: 533-542 - [e1]Xiaorui Wang, Christopher Stewart, Hui Lei:
2017 IEEE International Conference on Autonomic Computing, ICAC 2017, Columbus, OH, USA, July 17-21, 2017. IEEE Computer Society 2017, ISBN 978-1-5386-1762-5 [contents] - 2016
- [j5]Christopher Stewart, Rosanna Montanaro, Maura Sala, Paolo Riccardi:
Feature Extraction in the North Sinai Desert Using Spaceborne Synthetic Aperture Radar: Potential Archaeological Applications. Remote. Sens. 8(10): 825 (2016) - [c31]Nathaniel Morris, Siva Meenakshi Renganathan, Christopher Stewart, Robert Birke, Lydia Y. Chen:
Sprint Ability: How Well Does Your Software Exploit Bursts in Processing Capacity? ICAC 2016: 173-178 - [c30]Jaimie Kelley, Christopher Stewart, Devesh Tiwari, Saurabh Gupta:
Adaptive Power Profiling for Many-Core HPC Architectures. ICAC 2016: 179-188 - [c29]Puja Gupta, Christopher Stewart:
Early Work on Characterizing Performance Anomalies in Hadoop. ICAC 2016: 235-236 - [c28]Zichen Xu, Christopher Stewart, Nan Deng, Xiaorui Wang:
Blending on-demand and spot instances to lower costs for in-memory storage. INFOCOM 2016: 1-9 - [c27]Aniket Chakrabarti, Srinivasan Parthasarathy, Christopher Stewart:
Green- and heterogeneity-aware partitioning for data analytics. INFOCOM Workshops 2016: 366-371 - 2015
- [c26]Nan Deng, Zichen Xu, Christopher Stewart, Xiaorui Wang:
Tell-tale tails: Decomposing response times for live internet services. IGSC 2015: 1-8 - [c25]Christopher Stewart, Jing Li:
Power-utilization provisioning for data centers. IGSC 2015: 1-8 - [c24]Jianwei Tu, Christopher Stewart:
Replication for Predictability in a Java RPC Framework. ICAC 2015: 163-164 - [c23]Jaimie Kelley, Christopher Stewart, Nathaniel Morris, Devesh Tiwari, Yuxiong He, Sameh Elnikety:
Measuring and Managing Answer Quality for Online Data-Intensive Services. ICAC 2015: 167-176 - [c22]Zichen Xu, Nan Deng, Christopher Stewart, Xiaorui Wang:
CADRE: Carbon-Aware Data Replication for Geo-Diverse Services. ICAC 2015: 177-186 - [i3]Jaimie Kelley, Christopher Stewart, Nathaniel Morris, Devesh Tiwari, Yuxiong He, Sameh Elnikety:
Measuring and Managing Answer Quality for Online Data-Intensive Services. CoRR abs/1506.05172 (2015) - 2014
- [j4]Christopher Stewart, Rosa Lasaponara, Giovanni Schiavon:
Multi-frequency, polarimetric SAR analysis for archaeological prospection. Int. J. Appl. Earth Obs. Geoinformation 28: 211-219 (2014) - [j3]Christopher Stewart, Vishakha Gupta:
The workshop on diversity in systems research 2013. ACM SIGOPS Oper. Syst. Rev. 48(1): 103-106 (2014) - [c21]Nan Deng, Zichen Xu, Christopher Stewart, Xiaorui Wang:
From the Outside Looking In: Probing Web APIs to Build Detailed Workload Profiles. Feedback Computing 2014 - [c20]Sundeep Kambhampati, Jaimie Kelley, Christopher Stewart, William C. L. Stewart, Rajiv Ramnath:
Managing Tiny Tasks for Data-Parallel, Subsampling Workloads. IC2E 2014: 225-234 - [i2]Sundeep Kambhampati, Christopher Stewart:
An Efficient and Balanced Platform for Data-Parallel Subsampling Workloads. CoRR abs/1404.4653 (2014) - [i1]Xi Qiu, Christopher Stewart:
Topic words analysis based on LDA model. CoRR abs/1405.3726 (2014) - 2013
- [c19]Christopher Stewart, Aniket Chakrabarti, Rean Griffith:
Zoolander: Efficiently Meeting Very Strict, Low-Latency SLOs. ICAC 2013: 265-277 - [c18]Jaimie Kelley, Christopher Stewart:
Balanced and Predictable Networked Storage. ICDCS Workshops 2013: 202-207 - 2012
- [j2]David Chiu, Christopher Stewart, Bart McManus:
Electric grid balancing through lowcost workload migration. SIGMETRICS Perform. Evaluation Rev. 40(3): 48-52 (2012) - [c17]Nan Deng, Christopher Stewart, Daniel Gmach, Martin F. Arlitt, Jaimie Kelley:
Adaptive green hosting. ICAC 2012: 135-144 - [c16]Nan Deng, Christopher Stewart, Daniel Gmach, Martin F. Arlitt:
Policy and mechanism for carbon-aware cloud applications. NOMS 2012: 590-594 - 2010
- [c15]Christopher Stewart, Kai Shen, Arun Iyengar, Jian Yin:
EntomoModel: Understanding and Avoiding Performance Anomaly Manifestations. MASCOTS 2010: 3-13
2000 – 2009
- 2009
- [c14]Kai Shen, Christopher Stewart, Chuanpeng Li, Xin Li:
Reference-driven performance anomaly identification. SIGMETRICS/Performance 2009: 85-96 - 2008
- [c13]Kai Shen, Ming Zhong, Sandhya Dwarkadas, Chuanpeng Li, Christopher Stewart, Xiao Zhang:
Hardware counter driven on-the-fly request signatures. ASPLOS 2008: 189-200 - [c12]Christopher Stewart, Matthew Leventi, Kai Shen:
Empirical examination of a collaborative web application. IISWC 2008: 90-96 - [c11]Robbert van Renesse, Rodrigo Rodrigues, Mike Spreitzer, Christopher Stewart, Doug Terry, Franco Travostino:
Challenges facing tomorrow's datacenter: summary of the LADiS workshop. LADIS 2008: 1:1-1:7 - [c10]Christopher Stewart, Kai Shen, Arun Iyengar, Jian Yin:
Configuration-space performance anomaly depiction. LADIS 2008: 9:1-9:5 - [c9]Terence Kelly, Kai Shen, Alex Zhang, Christopher Stewart:
Operational Analysis of Parallel Servers. MASCOTS 2008: 227-236 - [c8]Kai Shen, Alex Zhang, Terence Kelly, Christopher Stewart:
Operational analysis of processor speed scaling. SPAA 2008: 179-181 - [c7]Christopher Stewart, Terence Kelly, Alex Zhang, Kai Shen:
A Dollar from 15 Cents: Cross-Platform Management for Internet Services. USENIX ATC 2008: 199-212 - 2007
- [c6]Christopher Stewart, Terence Kelly, Alex Zhang:
Exploiting nonstationarity for performance prediction. EuroSys 2007: 31-44 - 2006
- [c5]Christopher Stewart, Ming Zhong, Kai Shen, Thomas O'Neill:
Comprehensive Depiction of Configuration-dependent Performance Anomalies in Distributed Server Systems. HotDep 2006 - [c4]Peter DeRosa, Kai Shen, Christopher Stewart, Jonathan Pearson:
Realism and simplicity: disk simulation for instructional OS performance evaluation. SIGCSE 2006: 308-312 - 2005
- [c3]Mick Jordan, Christopher Stewart:
Adaptive middleware for dynamic component-level deployment. ARM@Middleware 2005: 9 - [c2]Christopher Stewart, Kai Shen:
Performance Modeling and System Management for Multi-component Online Services. NSDI 2005 - [c1]Christopher Stewart, Kai Shen:
Daphne: performance debugging using model-driven anomaly characterization. SOSP 2005: 1-2 - 2004
- [j1]Christopher Stewart, Kai Shen, Sandhya Dwarkadas, Michael L. Scott, Jian Yin:
Profile-Driven Component Placement for Cluster-Based Online Services. IEEE Distributed Syst. Online 5(10) (2004)
Coauthor Index
Jayson G. Boubin
aka: Jayson Boubin
aka: Jayson Boubin
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