Christopher Stewart

Orcid: 0000-0002-2860-7889

According to our database1, Christopher Stewart authored at least 94 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2024
Integrating Automated Labeling Framework for Enhancing Deep Learning Models to Count Corn Plants Using UAS Imagery.
Sensors, October, 2024

Exploring nonintrusive measurements of spatio-temporal portrait of microservices.
Softw. Pract. Exp., 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).
CoRR, 2024

Carbon Connect: An Ecosystem for Sustainable Computing.
CoRR, 2024

Domain-Aware Model Training as a Service for Use-Inspired Models.
Proceedings of the IEEE International Conference on Cloud Engineering, 2024

Characterization of Parallelism Techniques for Decision Tree Ensembles.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2024

Decentralized Multi-Drone Coordination for Wildlife Video Acquisition.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2024

2023
AI-Driven Validation of Digital Agriculture Models.
Sensors, February, 2023

Cost-Effective Strong Consistency on Scalable Geo-Diverse Data Replicas.
IEEE Trans. Cloud Comput., 2023

Poster: Profiling Edge Resource Demands of Zoom Maneuvers for Autonomous Unmanned Aerial Vehicles.
Proceedings of the IEEE/ACM Symposium on Edge Computing, 2023

A Framework for Autonomic Computing for In Situ Imageomics.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2023

Dataset Augmentation for Robust Spiking Neural Networks.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2023

2022
Lean Neural Networks for Autonomous Radar Waveform Design.
Sensors, 2022

A Survey on Edge Performance Benchmarking.
ACM Comput. Surv., 2022

A Case for Dataset Specific Profiling.
CoRR, 2022

Cost-effective BlackWater Raft on Highly Unreliable Nodes at Scale Out.
CoRR, 2022

Assessing the efficacy of machine learning techniques to characterize soybean defoliation from unmanned aerial vehicles.
Comput. Electron. Agric., 2022

Adaptive Deployment for Autonomous Agricultural UAV Swarms.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

Scalable distributed microservices for autonomous UAV swarms: poster abstract.
Proceedings of the 23rd International Middleware Conference: Demos and Posters, 2022

Bolt: Fast Inference for Random Forests.
Proceedings of the Middleware '22: 23rd International Middleware Conference, Quebec, QC, Canada, November 7, 2022

Poster Abstract: Data-Parallel Versus Task-Parallel Swarms for Small Unmanned Aerial Systems.
Proceedings of the Seventh IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2022

MARbLE: Multi-Agent Reinforcement Learning at the Edge for Digital Agriculture.
Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

Performance Modeling for Short-Term Cache Allocation.
Proceedings of the 51st International Conference on Parallel Processing, 2022

2021
Toward Fully Autonomous and Networked Vehicles.
IEEE Internet Comput., 2021

Programming and Deployment of Autonomous Swarms using Multi-Agent Reinforcement Learning.
CoRR, 2021

Early Work on Efficient Patching for Coordinating Edge Applications.
CoRR, 2021

Comparison of Object Detectors for Fully Autonomous Aerial Systems Performance.
Proceedings of the ICPE '21: ACM/SPEC International Conference on Performance Engineering, 2021

Memory Mapping and Parallelizing Random Forests for Speed and Cache Efficiency.
Proceedings of the ICPP Workshops 2021: 50th International Conference on Parallel Processing, 2021

Avis: In-Situ Model Checking for Unmanned Aerial Vehicles.
Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2021

2020
Whole-Field Reinforcement Learning: A Fully Autonomous Aerial Scouting Method for Precision Agriculture.
Sensors, 2020

Deep Learning with Open Data for Desert Road Mapping.
Remote. Sens., 2020

A Pilot Study on Remote Sensing and Citizen Science for Archaeological Prospection.
Remote. Sens., 2020

A Survey on Edge Benchmarking.
CoRR, 2020

Adaptive autonomous UAV scouting for rice lodging assessment using edge computing with deep learning EDANet.
Comput. Electron. Agric., 2020

Poster: Configuration Management for Internet Services at the Edge: A Data-Driven Approach.
Proceedings of the 5th IEEE/ACM Symposium on Edge Computing, 2020

SoftwarePilot: Fully Autonomous Aerial Systems Made Easier.
Proceedings of the 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2020

2019
Data Commons to Support University-Wide Cross Discipline Research.
Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), 2019

CHARIOT - Towards a Continuous High-Level Adaptive Runtime Integration Testbed.
Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019

Elastic, geo-distributed RAFT.
Proceedings of the International Symposium on Quality of Service, 2019

RAFTing Over on Geo-Diverse Spot markets.
Proceedings of the IEEE INFOCOM 2019, 2019

Characterizing Service Level Objectives for Cloud Services: Realities and Myths.
Proceedings of the 2019 IEEE International Conference on Autonomic Computing, 2019

Autonomic Computing Challenges in Fully Autonomous Precision Agriculture.
Proceedings of the 2019 IEEE International Conference on Autonomic Computing, 2019

Fast inference services for alternative deep learning structures.
Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019

Managing edge resources for fully autonomous aerial systems.
Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019

Energy, latency and staleness tradeoffs in AI-driven IoT.
Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019

Revisiting online scheduling for AI-driven internet of things.
Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019

2018
Satellite Remote Sensing Analysis of the Qasrawet Archaeological Site in North Sinai.
Remote. Sens., 2018

Using Game Theory to Manage Self-Aware Unmanned Aerial Systems.
Proceedings of the 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2018

Poster Abstract: Characterizing Computational Workloads in UAV Applications.
Proceedings of the 2018 IEEE/ACM Third International Conference on Internet-of-Things Design and Implementation, 2018

Assessing Learning Behavior and Cognitive Bias from Web Logs.
Proceedings of the IEEE Frontiers in Education Conference, 2018

Model-driven computational sprinting.
Proceedings of the Thirteenth EuroSys Conference, 2018

SLO Computational Sprinting.
Proceedings of the ACM Symposium on Cloud Computing, 2018

2017
Obtaining and Managing Answer Quality for Online Data-Intensive Services.
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2017

Detection of Archaeological Residues in Vegetated Areas Using Satellite Synthetic Aperture Radar.
Remote. Sens., 2017

A Pareto Framework for Data Analytics on Heterogeneous Systems: Implications for Green Energy Usage and Performance.
Proceedings of the 46th International Conference on Parallel Processing, 2017

Preliminary results on an interactive learning tool for early algebra education.
Proceedings of the 2017 IEEE Frontiers in Education Conference, 2017

Early work on modeling computational sprinting.
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

2016
Feature Extraction in the North Sinai Desert Using Spaceborne Synthetic Aperture Radar: Potential Archaeological Applications.
Remote. Sens., 2016

Blending on-demand and spot instances to lower costs for in-memory storage.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Green- and heterogeneity-aware partitioning for data analytics.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

Sprint Ability: How Well Does Your Software Exploit Bursts in Processing Capacity?
Proceedings of the 2016 IEEE International Conference on Autonomic Computing, 2016

Adaptive Power Profiling for Many-Core HPC Architectures.
Proceedings of the 2016 IEEE International Conference on Autonomic Computing, 2016

Early Work on Characterizing Performance Anomalies in Hadoop.
Proceedings of the 2016 IEEE International Conference on Autonomic Computing, 2016

2015
CADRE: Carbon-Aware Data Replication for Geo-Diverse Services.
Proceedings of the 2015 IEEE International Conference on Autonomic Computing, 2015

Replication for Predictability in a Java RPC Framework.
Proceedings of the 2015 IEEE International Conference on Autonomic Computing, 2015

Measuring and Managing Answer Quality for Online Data-Intensive Services.
Proceedings of the 2015 IEEE International Conference on Autonomic Computing, 2015

Power-utilization provisioning for data centers.
Proceedings of the Sixth International Green and Sustainable Computing Conference, 2015

Tell-tale tails: Decomposing response times for live internet services.
Proceedings of the Sixth International Green and Sustainable Computing Conference, 2015

2014
The workshop on diversity in systems research 2013.
ACM SIGOPS Oper. Syst. Rev., 2014

Topic words analysis based on LDA model.
CoRR, 2014

An Efficient and Balanced Platform for Data-Parallel Subsampling Workloads.
CoRR, 2014

Multi-frequency, polarimetric SAR analysis for archaeological prospection.
Int. J. Appl. Earth Obs. Geoinformation, 2014

Managing Tiny Tasks for Data-Parallel, Subsampling Workloads.
Proceedings of the 2014 IEEE International Conference on Cloud Engineering, 2014

From the Outside Looking In: Probing Web APIs to Build Detailed Workload Profiles.
Proceedings of the 9th International Workshop on Feedback Computing, 2014

2013
Balanced and Predictable Networked Storage.
Proceedings of the 33rd International Conference on Distributed Computing Systems Workshops (ICDCS 2013 Workshops), 2013

Zoolander: Efficiently Meeting Very Strict, Low-Latency SLOs.
Proceedings of the 10th International Conference on Autonomic Computing, 2013

2012
Electric grid balancing through lowcost workload migration.
SIGMETRICS Perform. Evaluation Rev., 2012

Policy and mechanism for carbon-aware cloud applications.
Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

Adaptive green hosting.
Proceedings of the 9th International Conference on Autonomic Computing, 2012

2010
EntomoModel: Understanding and Avoiding Performance Anomaly Manifestations.
Proceedings of the MASCOTS 2010, 2010

2009
Reference-driven performance anomaly identification.
Proceedings of the Eleventh International Joint Conference on Measurement and Modeling of Computer Systems, 2009

2008
A Dollar from 15 Cents: Cross-Platform Management for Internet Services.
Proceedings of the 2008 USENIX Annual Technical Conference, 2008

Operational analysis of processor speed scaling.
Proceedings of the SPAA 2008: Proceedings of the 20th Annual ACM Symposium on Parallelism in Algorithms and Architectures, 2008

Operational Analysis of Parallel Servers.
Proceedings of the 16th International Symposium on Modeling, 2008

Configuration-space performance anomaly depiction.
Proceedings of the 2nd Workshop on Large-Scale Distributed Systems and Middleware, 2008

Challenges facing tomorrow's datacenter: summary of the LADiS workshop.
Proceedings of the 2nd Workshop on Large-Scale Distributed Systems and Middleware, 2008

Empirical examination of a collaborative web application.
Proceedings of the 4th International Symposium on Workload Characterization (IISWC 2008), 2008

Hardware counter driven on-the-fly request signatures.
Proceedings of the 13th International Conference on Architectural Support for Programming Languages and Operating Systems, 2008

2007
Exploiting nonstationarity for performance prediction.
Proceedings of the 2007 EuroSys Conference, Lisbon, Portugal, March 21-23, 2007, 2007

2006
Realism and simplicity: disk simulation for instructional OS performance evaluation.
Proceedings of the 37th SIGCSE Technical Symposium on Computer Science Education, 2006

Comprehensive Depiction of Configuration-dependent Performance Anomalies in Distributed Server Systems.
Proceedings of the Second Workshop on Hot Topics in System Dependability, 2006

2005
Performance Modeling and System Management for Multi-component Online Services.
Proceedings of the 2nd Symposium on Networked Systems Design and Implementation (NSDI 2005), 2005

Adaptive middleware for dynamic component-level deployment.
Proceedings of the 4th workshop on Reflective and adaptive middleware systems, 2005

2004
Profile-Driven Component Placement for Cluster-Based Online Services.
IEEE Distributed Syst. Online, 2004


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