Profile-Driven Component Placement for Cluster-Based Online Services. - Christopher Stewart; Kai Shen; Sandhya Dwarkadas; Michael L. Scott; Jian Yin 002 (IEEE Distributed Syst. Online, 2004)

Adaptive middleware for dynamic component-level deployment. - Mick Jordan; Christopher Stewart (ARM@Middleware, 2005)

Performance Modeling and System Management for Multi-component Online Services. - Christopher Stewart; Kai Shen (NSDI, 2005)

Daphne: performance debugging using model-driven anomaly characterization. - Christopher Stewart; Kai Shen (SOSP, 2005)

Comprehensive Depiction of Configuration-dependent Performance Anomalies in Distributed Server Systems. - Christopher Stewart; Ming Zhong 006; Kai Shen; Thomas O'Neill (HotDep, 2006)

Realism and simplicity: disk simulation for instructional OS performance evaluation. - Peter DeRosa; Kai Shen; Christopher Stewart; Jonathan Pearson (SIGCSE, 2006)

Exploiting nonstationarity for performance prediction. - Christopher Stewart; Terence Kelly; Alex Zhang (EuroSys, 2007)

Hardware counter driven on-the-fly request signatures. - Kai Shen; Ming Zhong 006; Sandhya Dwarkadas; Chuanpeng Li; Christopher Stewart; Xiao Zhang (ASPLOS, 2008)

Empirical examination of a collaborative web application. - Christopher Stewart; Matthew Leventi; Kai Shen (IISWC, 2008)

Challenges facing tomorrow's datacenter: summary of the LADiS workshop. - Robbert van Renesse; Rodrigo Rodrigues 001; Mike Spreitzer; Christopher Stewart; Doug Terry; Franco Travostino (LADIS, 2008)

Configuration-space performance anomaly depiction. - Christopher Stewart; Kai Shen; Arun Iyengar; Jian Yin 002 (LADIS, 2008)

Operational Analysis of Parallel Servers. - Terence Kelly; Kai Shen; Alex Zhang; Christopher Stewart (MASCOTS, 2008)

Operational analysis of processor speed scaling. - Kai Shen; Alex Zhang; Terence Kelly; Christopher Stewart (SPAA, 2008)

A Dollar from 15 Cents: Cross-Platform Management for Internet Services. - Christopher Stewart; Terence Kelly; Alex Zhang; Kai Shen (USENIX ATC, 2008)

Reference-driven performance anomaly identification. - Kai Shen; Christopher Stewart; Chuanpeng Li; Xin Li (SIGMETRICS/Performance, 2009)

EntomoModel: Understanding and Avoiding Performance Anomaly Manifestations. - Christopher Stewart; Kai Shen; Arun Iyengar; Jian Yin 002 (MASCOTS, 2010)

Adaptive green hosting. - Nan Deng; Christopher Stewart; Daniel Gmach; Martin F. Arlitt; Jaimie Kelley (ICAC, 2012)

Policy and mechanism for carbon-aware cloud applications. - Nan Deng; Christopher Stewart; Daniel Gmach; Martin F. Arlitt (NOMS, 2012)

Electric grid balancing through lowcost workload migration. - David Chiu 001; Christopher Stewart; Bart McManus (SIGMETRICS Perform. Evaluation Rev., 2012)

Zoolander: Efficiently Meeting Very Strict, Low-Latency SLOs. - Christopher Stewart; Aniket Chakrabarti; Rean Griffith (ICAC, 2013)

Balanced and Predictable Networked Storage. - Jaimie Kelley; Christopher Stewart (ICDCS Workshops, 2013)

From the Outside Looking In: Probing Web APIs to Build Detailed Workload Profiles. - Nan Deng; Zichen Xu 001; Christopher Stewart; Xiaorui Wang (Feedback Computing, 2014)

Managing Tiny Tasks for Data-Parallel, Subsampling Workloads. - Sundeep Kambhampati; Jaimie Kelley; Christopher Stewart; William C. L. Stewart; Rajiv Ramnath (IC2E, 2014)

Multi-frequency, polarimetric SAR analysis for archaeological prospection. - Christopher Stewart; Rosa Lasaponara; Giovanni Schiavon (Int. J. Appl. Earth Obs. Geoinformation, 2014)

An Efficient and Balanced Platform for Data-Parallel Subsampling Workloads. - Sundeep Kambhampati; Christopher Stewart (CoRR, 2014)

Topic words analysis based on LDA model. - Xi Qiu; Christopher Stewart (CoRR, 2014)

The workshop on diversity in systems research 2013. - Christopher Stewart; Vishakha Gupta (ACM SIGOPS Oper. Syst. Rev., 2014)

Tell-tale tails: Decomposing response times for live internet services. - Nan Deng; Zichen Xu 001; Christopher Stewart; Xiaorui Wang (IGSC, 2015)

Power-utilization provisioning for data centers. - Christopher Stewart; Jing Li (IGSC, 2015)

Measuring and Managing Answer Quality for Online Data-Intensive Services. - Jaimie Kelley; Christopher Stewart; Nathaniel Morris; Devesh Tiwari; Yuxiong He; Sameh Elnikety (ICAC, 2015)

Replication for Predictability in a Java RPC Framework. - Jianwei Tu; Christopher Stewart (ICAC, 2015)

CADRE: Carbon-Aware Data Replication for Geo-Diverse Services. - Zichen Xu 001; Nan Deng; Christopher Stewart; Xiaorui Wang (ICAC, 2015)

Early Work on Characterizing Performance Anomalies in Hadoop. - Puja Gupta; Christopher Stewart (ICAC, 2016)

Adaptive Power Profiling for Many-Core HPC Architectures. - Jaimie Kelley; Christopher Stewart; Devesh Tiwari; Saurabh Gupta 002 (ICAC, 2016)

Sprint Ability: How Well Does Your Software Exploit Bursts in Processing Capacity? - Nathaniel Morris; Siva Meenakshi Renganathan; Christopher Stewart; Robert Birke; Lydia Y. Chen (ICAC, 2016)

Green- and heterogeneity-aware partitioning for data analytics. - Aniket Chakrabarti; Srinivasan Parthasarathy 001; Christopher Stewart (INFOCOM Workshops, 2016)

Blending on-demand and spot instances to lower costs for in-memory storage. - Zichen Xu 001; Christopher Stewart; Nan Deng; Xiaorui Wang (INFOCOM, 2016)

Feature Extraction in the North Sinai Desert Using Spaceborne Synthetic Aperture Radar: Potential Archaeological Applications. - Christopher Stewart; Rosanna Montanaro; Maura Sala; Paolo Riccardi (Remote. Sens., 2016)

Early work on modeling computational sprinting. - Nathaniel Morris; Christopher Stewart; Robert Birke; Lydia Y. Chen; Jaimie Kelley (SoCC, 2017)

Preliminary results on an interactive learning tool for early algebra education. - Siva Meenakshi Renganathan; Christopher Stewart; Arnulfo Pérez; Rashmi Rao; Bailey Braaten (FIE, 2017)

A Pareto Framework for Data Analytics on Heterogeneous Systems: Implications for Green Energy Usage and Performance. - Aniket Chakrabarti; Srinivasan Parthasarathy 001; Christopher Stewart (ICPP, 2017)

Detection of Archaeological Residues in Vegetated Areas Using Satellite Synthetic Aperture Radar. - Christopher Stewart (Remote. Sens., 2017)

Obtaining and Managing Answer Quality for Online Data-Intensive Services. - Jaimie Kelley; Christopher Stewart; Nathaniel Morris; Devesh Tiwari; Yuxiong He; Sameh Elnikety (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2017)

SLO Computational Sprinting. - Nathaniel Morris; Indrajeet Saravanan; Pollyanna Cao; Jerry Ding; Christopher Stewart (SoCC, 2018)

Model-driven computational sprinting. - Nathaniel Morris; Christopher Stewart; Lydia Y. Chen; Robert Birke; Jaimie Kelley (EuroSys, 2018)

Assessing Learning Behavior and Cognitive Bias from Web Logs. - Rashmi Rao; Christopher Stewart; Arnulfo Pérez; Siva Meenakshi Renganathan (FIE, 2018)

Poster Abstract: Characterizing Computational Workloads in UAV Applications. - Jayson Boubin; Shiqi Zhang 008; Venkata Mandadapu; Christopher Stewart (IoTDI, 2018)

Using Game Theory to Manage Self-Aware Unmanned Aerial Systems. - Venkata Mandadapu; Christopher Stewart (FAS*W@SASO/ICAC, 2018)

Satellite Remote Sensing Analysis of the Qasrawet Archaeological Site in North Sinai. - Christopher Stewart; Eliezer D. Oren; Eli Cohen-Sasson (Remote. Sens., 2018)

Revisiting online scheduling for AI-driven internet of things. - Naveen T. R. Babu; Christopher Stewart (SEC, 2019)

Energy, latency and staleness tradeoffs in AI-driven IoT. - Naveen T. R. Babu; Christopher Stewart (SEC, 2019)

Managing edge resources for fully autonomous aerial systems. - Jayson G. Boubin; Naveen T. R. Babu; Christopher Stewart; John Chumley; Shiqi Zhang 008 (SEC, 2019)

Fast inference services for alternative deep learning structures. - Eduardo Romero 005; Christopher Stewart; Nathaniel Morris (SEC, 2019)

Autonomic Computing Challenges in Fully Autonomous Precision Agriculture. - Jayson Boubin; John Chumley; Christopher Stewart; Sami Khanal (ICAC, 2019)

Characterizing Service Level Objectives for Cloud Services: Realities and Myths. - Jianru Ding; Ruiqi Cao; Indrajeet Saravanan; Nathaniel Morris; Christopher Stewart (ICAC, 2019)

RAFTing Over on Geo-Diverse Spot markets. - Zichen Xu 001; Christopher Stewart; Jiacheng Huang 002 (INFOCOM Workshops, 2019)

Elastic, geo-distributed RAFT. - Zichen Xu 001; Christopher Stewart; Jiacheng Huang 002 (IWQoS, 2019)

CHARIOT - Towards a Continuous High-Level Adaptive Runtime Integration Testbed. - Chloe M. Barnes; Kirstie L. Bellman; Jean Botev; Ada Diaconescu; Lukas Esterle; Christian Gruhl; Christopher Landauer; Peter R. Lewis 001; Phyllis R. Nelson; Anthony Stein; Christopher Stewart; Sven Tomforde (FAS*W@SASO/ICAC, 2019)

Data Commons to Support University-Wide Cross Discipline Research. - Morgan E. Rodgers; Eric Franz; Alan Chalker; David E. Hudak; Christopher Stewart; Raghu Machiraju; Steve Chang; Cathie Smith (PEARC, 2019)

SoftwarePilot: Fully Autonomous Aerial Systems Made Easier. - Jayson Boubin; Christopher Stewart (ACSOS Companion, 2020)

Poster: Configuration Management for Internet Services at the Edge: A Data-Driven Approach. - Yue Zhang; Christopher Stewart (SEC, 2020)

Adaptive autonomous UAV scouting for rice lodging assessment using edge computing with deep learning EDANet. - Ming-Der Yang; Jayson G. Boubin; Hui Ping Tsai; Hsin-Hung Tseng; Yu-Chun Hsu; Christopher Stewart (Comput. Electron. Agric., 2020)

A Survey on Edge Benchmarking. - Blesson Varghese; Nan Wang 009; David Bermbach; Cheol-Ho Hong; Eyal de Lara; Weisong Shi; Christopher Stewart (CoRR, 2020)

A Pilot Study on Remote Sensing and Citizen Science for Archaeological Prospection. - Christopher Stewart; Georges Labrèche; Daniel Lombraña González (Remote. Sens., 2020)

Deep Learning with Open Data for Desert Road Mapping. - Christopher Stewart; Michele Lazzarini; Adrian Luna; Sergio Albani (Remote. Sens., 2020)

Whole-Field Reinforcement Learning: A Fully Autonomous Aerial Scouting Method for Precision Agriculture. - Zichen Zhang 004; Jayson Boubin; Christopher Stewart; Sami Khanal (Sensors, 2020)

Avis: In-Situ Model Checking for Unmanned Aerial Vehicles. - Max Taylor; Haicheng Chen; Feng Qin; Christopher Stewart (DSN, 2021)

Memory Mapping and Parallelizing Random Forests for Speed and Cache Efficiency. - Eduardo Romero-Gainza; Christopher Stewart; Angela Li; Kyle C. Hale; Nathaniel Morris (ICPP Workshops, 2021)

Comparison of Object Detectors for Fully Autonomous Aerial Systems Performance. - Bowen Li; Nat Shineman; Jayson Boubin; Christopher Stewart (ICPE (Companion), 2021)

Early Work on Efficient Patching for Coordinating Edge Applications. - Naveen T. R. Babu; Christopher Stewart (CoRR, 2021)

Programming and Deployment of Autonomous Swarms using Multi-Agent Reinforcement Learning. - Jayson Boubin; Codi Burley; Peida Han; Bowen Li; Barry Porter; Christopher Stewart (CoRR, 2021)

Toward Fully Autonomous and Networked Vehicles. - Christopher Stewart; Deepak Vasisht; Weisong Shi (IEEE Internet Comput., 2021)

Performance Modeling for Short-Term Cache Allocation. - Christopher Stewart; Nathaniel Morris; Lydia Y. Chen; Robert Birke (ICPP, 2022)

MARbLE: Multi-Agent Reinforcement Learning at the Edge for Digital Agriculture. - Jayson Boubin; Codi Burley; Peida Han; Bowen Li; Barry Porter; Christopher Stewart (SEC, 2022)

Poster Abstract: Data-Parallel Versus Task-Parallel Swarms for Small Unmanned Aerial Systems. - Jayson Boubin; Zichen Zhang 004; John Chumley; Christopher Stewart (IoTDI, 2022)

Bolt: Fast Inference for Random Forests. - Eduardo Romero 005; Christopher Stewart; Angela Li; Kyle C. Hale; Nathaniel Morris (Middleware, 2022)

Scalable distributed microservices for autonomous UAV swarms: poster abstract. - Kevyn Angueira Irizarry; Zichen Zhang 004; Christopher Stewart; Jayson Boubin (Middleware Demos/Posters, 2022)

Adaptive Deployment for Autonomous Agricultural UAV Swarms. - Jayson Boubin; Zichen Zhang 004; John Chumley; Christopher Stewart (SenSys, 2022)

Assessing the efficacy of machine learning techniques to characterize soybean defoliation from unmanned aerial vehicles. - Zichen Zhang 004; Sami Khanal; Amy Raudenbush; Kelley Tilmon; Christopher Stewart (Comput. Electron. Agric., 2022)

Cost-effective BlackWater Raft on Highly Unreliable Nodes at Scale Out. - Zichen Xu 001; Yunxiao Du; Kanqi Zhang; Jiacheng Huang 002; Jie Liu; Jingxiong Gao; Christopher Stewart (CoRR, 2022)

A Case for Dataset Specific Profiling. - Seth Ockerman; John Wu; Christopher Stewart (CoRR, 2022)

A Survey on Edge Performance Benchmarking. - Blesson Varghese; Nan Wang 009; David Bermbach; Cheol-Ho Hong; Eyal de Lara; Weisong Shi; Christopher Stewart (ACM Comput. Surv., 2022)

Lean Neural Networks for Autonomous Radar Waveform Design. - Anthony Baietto; Jayson Boubin; Patrick Farr; Trevor J. Bihl; Aaron M. Jones; Christopher Stewart (Sensors, 2022)

Dataset Augmentation for Robust Spiking Neural Networks. - Anthony Baietto; Christopher Stewart; Trevor J. Bihl (ACSOS-C, 2023)

A Framework for Autonomic Computing for In Situ Imageomics. - Jenna Kline; Christopher Stewart; Tanya Y. Berger-Wolf; Michelle Ramirez; Samuel Stevens 001; Reshma Ramesh Babu; Namrata Banerji; Alec Sheets; Sowbaranika Balasubramaniam; Elizabeth G. Campolongo; Matthew Thompson; Charles V. Stewart; et al. (ACSOS, 2023)

Poster: Profiling Edge Resource Demands of Zoom Maneuvers for Autonomous Unmanned Aerial Vehicles. - Kevyn Angueira Irizarry; Christopher Stewart (SEC, 2023)

Cost-Effective Strong Consistency on Scalable Geo-Diverse Data Replicas. - Yunxiao Du; Zichen Xu 001; Kanqi Zhang; Jie Liu; Christopher Stewart; Jiacheng Huang 002 (IEEE Trans. Cloud Comput., 2023)

AI-Driven Validation of Digital Agriculture Models. - Eduardo Romero-Gainza; Christopher Stewart (Sensors, 2023)

Decentralized Multi-Drone Coordination for Wildlife Video Acquisition. - Denys Grushchak; Jenna Kline; Danilo Pianini; Nicolas Farabegoli; Gianluca Aguzzi; Martina Baiardi; Christopher Stewart (ACSOS, 2024)

Characterization of Parallelism Techniques for Decision Tree Ensembles. - Eduardo Romero-Gainza; Christopher Stewart; Austin O'Quinn (ACSOS, 2024)

Domain-Aware Model Training as a Service for Use-Inspired Models. - Zichen Zhang 004; Christopher Stewart (IC2E, 2024)

Characterizing and Modeling AI-Driven Animal Ecology Studies at the Edge. - Jenna Kline; Austin O'Quinn; Tanya Y. Berger-Wolf; Christopher Stewart (SEC, 2024)

Carbon Connect: An Ecosystem for Sustainable Computing. - Benjamin C. Lee; David Brooks 001; Arthur van Benthem; Udit Gupta; Gage Hills; Vincent Liu 001; Benjamin Pierce; Christopher Stewart; Emma Strubell; Gu-Yeon Wei; Adam Wierman; Yuan Yao 006; et al. (CoRR, 2024)

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). - Jenna Kline; Maksim Kholiavchenko; Otto Brookes; Tanya Y. Berger-Wolf; Charles V. Stewart; Christopher Stewart (CoRR, 2024)

Cyberinfrastructure for machine learning applications in agriculture: experiences, analysis, and vision. - Lucas Waltz; Sushma Katari; Chaeun Hong; Adit Anup; Julian Colbert; Anirudh Potlapally; Taylor Dill; Canaan Porter; John Engle; Christopher Stewart; Hari Subramoni; Scott A. Shearer; et al. (Frontiers Artif. Intell., 2024)

Exploring nonintrusive measurements of spatio-temporal portrait of microservices. - Tao Zeng; Zichen Xu 001; Dan Wu 010; Xiaoling Li 002; Biyong Liu; Haichuan Hu; Shuang Tan; Yusong Tan; Chenren Xu; Christopher Stewart; Qihe Zhou; Ye Cao (Softw. Pract. Exp., 2024)

Integrating Automated Labeling Framework for Enhancing Deep Learning Models to Count Corn Plants Using UAS Imagery. - Sushma Katari; Sandeep Venkatesh; Christopher Stewart; Sami Khanal (Sensors, 2024)

Dataset assembly for training Spiking Neural Networks. - Anthony Baietto; Christopher Stewart; Trevor J. Bihl (Neurocomputing, 2025)

A view of the sustainable computing landscape. - Benjamin C. Lee; David Brooks 001; Arthur van Benthem; Mariam Elgamal; Udit Gupta; Gage Hills; Vincent Liu 001; Linh Thi Xuan Phan; Benjamin Pierce; Christopher Stewart; Emma Strubell; Gu-Yeon Wei; et al. (Patterns, 2025)