Papers and Technical Reports about the Chameleon Project
This page provides a comprehensive collection of publications about the Chameleon project, organized by category and date.
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Main Chameleon Reference
Lessons Learned from the Chameleon Testbed
Keahey K., Anderson J., Zhen Z., Riteau P., Ruth P., Stanzione D., Cevik M., Colleran J., Gunawi H.S., Hammock C., Mambretti J., Barnes A., Halbach F., Rocha A., Stubbs J.
In Proceedings of the 2020 USENIX Annual Technical Conference (USENIX ATC '20), July 2020
@inproceedings{keahey2020lessons, author = {Keahey, Kate and Anderson, Jason and Zhen, Zhuo and Riteau, Pierre and Ruth, Paul and Stanzione, Dan and Cevik, Mert and Colleran, Jacob and Gunawi, Haryadi S. and Hammock, Cody and Mambretti, Joe and Barnes, Alexander and Halbach, François and Rocha, Alex and Stubbs, Joe}, title = {Lessons Learned from the {Chameleon} Testbed}, booktitle = {Proceedings of the 2020 USENIX Annual Technical Conference (USENIX ATC '20)}, year = {2020}, month = jul, publisher = {USENIX Association} }
CHI@Edge Reference
Chameleon@Edge Community Workshop Report
Keahey K., Anderson J., Sherman M., Zhen Z., Powers M., Brunkan I., and Cooper A.
Zenodo, December 2021
DOI: 10.5281/ZENODO.5777344
@techreport{keahey2021chameleon, author = {Keahey, Kate and Anderson, Jason and Sherman, Max and Zhen, Zhuo and Powers, Matt and Brunkan, Isaac and Cooper, Alex}, title = {{Chameleon@Edge} Community Workshop Report}, institution = {Zenodo}, year = {2021}, month = dec, doi = {10.5281/zenodo.5777344} }
Research Papers - 2024
Encoding Consistency: Optimizing Self-Driving Reliability With Real-Time Speed Data
W. Fowler, A. Esquivel Morel, K. Keahey
In Proceedings of the 4th Workshop on Flexible Resource and Application Management on the Edge, pp. 47-50, 2024
@inproceedings{fowler2024encoding, author = {Fowler, William and Esquivel Morel, Alicia and Keahey, Kate}, title = {Encoding Consistency: Optimizing Self-Driving Reliability With Real-Time Speed Data}, booktitle = {Proceedings of the 4th Workshop on Flexible Resource and Application Management on the Edge}, year = {2024}, pages = {47--50} }
Research Papers - 2023
AutoLearn: Learning in the Edge to Cloud Continuum
Morel, A.E., Fowler, W., Keahey, K., Zheng, K., Sherman, M., Anderson, S.
In Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis (SC-W 2023), November 12–17, 2023, Denver, CO
@inproceedings{morel2023autolearn, author = {Morel, Alicia Esquivel and Fowler, William and Keahey, Kate and Zheng, Kyle and Sherman, Max and Anderson, Sam}, title = {AutoLearn: Learning in the Edge to Cloud Continuum}, booktitle = {Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis (SC-W 2023)}, year = {2023}, month = nov, address = {Denver, CO, USA} }
Three Pillars of Practical Reproducibility
Keahey K., Anderson J., Powers M., Cooper A.
In Proceedings of the Reproducible Workflows, Data Management, and Security (ReWorDS 23) at eScience'23, October 2023
@inproceedings{keahey2023three, author = {Keahey, Kate and Anderson, Jason and Powers, Matt and Cooper, Alex}, title = {Three Pillars of Practical Reproducibility}, booktitle = {Proceedings of the Reproducible Workflows, Data Management, and Security (ReWorDS 23) at eScience'23}, year = {2023}, month = oct }
KheOps: Cost-effective Repeatability, Reproducibility, and Replicability of Edge-to-Cloud Experiments
Rosendo D., Keahey K., Costan A., Simonin M., Valduriez P., Antoniu R.
In Proceedings of the 2023 ACM Conference on Reproducibility and Replicability (ACM REP '23), June 2023
https://doi.org/10.1145/3589806.3600032
@inproceedings{rosendo2023kheops, author = {Rosendo, David and Keahey, Kate and Costan, Alexandru and Simonin, Matthieu and Valduriez, Patrick and Antoniu, Radu}, title = {KheOps: Cost-effective Repeatability, Reproducibility, and Replicability of Edge-to-Cloud Experiments}, booktitle = {Proceedings of the 2023 ACM Conference on Reproducibility and Replicability (ACM REP '23)}, year = {2023}, month = jun, pages = {62--73}, doi = {10.1145/3589806.3600032} }
Research Papers - 2022
CHI-in-a-Box: Reducing Operational Costs of Research Testbeds
Keahey K., Anderson J., Sherman M., Hammock C., Zhen Z., Tillotson J., Bargo T., Long L., Ul Islam T., Babu S., Zhang H., Halbach F.
In Practice and Experience in Advanced Research Computing (PEARC '22), July 10–14, 2022, Boston, MA
https://doi.org/10.1145/3491418.3530768
@inproceedings{keahey2022chi, author = {Keahey, Kate and Anderson, Jason and Sherman, Max and Hammock, Cody and Zhen, Zhuo and Tillotson, Joshua and Bargo, Tim and Long, Lucas and Ul Islam, Tabish and Babu, Sathish Kumar and Zhang, Hongwei and Halbach, François}, title = {CHI-in-a-Box: Reducing Operational Costs of Research Testbeds}, booktitle = {Practice and Experience in Advanced Research Computing (PEARC '22)}, year = {2022}, month = jul, doi = {10.1145/3491418.3530768} }
Migrating towards Single Sign-On and Federated Identity
Anderson J., Keahey K.
In Practice and Experience in Advanced Research Computing (PEARC '22), July 10–14, 2022, Boston, MA
https://doi.org/10.1145/3491418.3530770
Best Paper Award
@inproceedings{anderson2022migrating, author = {Anderson, Jason and Keahey, Kate}, title = {Migrating towards Single Sign-On and Federated Identity}, booktitle = {Practice and Experience in Advanced Research Computing (PEARC '22)}, year = {2022}, month = jul, doi = {10.1145/3491418.3530770}, note = {Best Paper Award} }
Research Papers - 2021
Overcast: Running Controlled Experiments Spanning Research and Commercial Clouds
Ruth P., Keahey K., Cevik M., Zhen Z., Wang C., and Anderson J.
In Proceedings of the IEEE Conference Computer and Networking Experimental Research using Testbeds (CNERT 2021), May 2021
@inproceedings{ruth2021overcast, author = {Ruth, Paul and Keahey, Kate and Cevik, Mert and Zhen, Zhuo and Wang, Cong and Anderson, Jason}, title = {Overcast: Running Controlled Experiments Spanning Research and Commercial Clouds}, booktitle = {Proceedings of the IEEE Conference Computer and Networking Experimental Research using Testbeds (CNERT 2021)}, year = {2021}, month = may }
Research Papers - 2020
The Silver Lining
Keahey K.
IEEE Internet Computing, 24 no. 4 (2020): 55-59, August 2020
@article{keahey2020silver, author = {Keahey, Kate}, title = {The Silver Lining}, journal = {IEEE Internet Computing}, volume = {24}, number = {4}, pages = {55--59}, year = {2020}, month = aug }
Research Papers - 2019
A Case for Integrating Experimental Containers with Notebooks
Anderson J. and Keahey K.
In Proceedings of the 11th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2019), December 2019
Finalist for Best Paper Award
@inproceedings{anderson2019case, author = {Anderson, Jason and Keahey, Kate}, title = {A Case for Integrating Experimental Containers with Notebooks}, booktitle = {Proceedings of the 11th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2019)}, year = {2019}, month = dec, note = {Finalist for Best Paper Award} }
Experimenting with AWS Direct Connect using Chameleon, ExoGENI, and Internet2 Cloud Connect
Ruth P. and Cevik M.
In Proceedings of the Midscale Education and Research Infrastructure and Tools (MERIT 2019) at ICNP 2019, October 2019
@inproceedings{ruth2019experimenting, author = {Ruth, Paul and Cevik, Mert}, title = {Experimenting with AWS Direct Connect using Chameleon, ExoGENI, and Internet2 Cloud Connect}, booktitle = {Proceedings of the Midscale Education and Research Infrastructure and Tools (MERIT 2019) at ICNP 2019}, year = {2019}, month = oct }
Chameleon: A Large-Scale, Deeply Reconfigurable Testbed for Computer Science Research
Keahey K., Mambretti J., Ruth P., and Stanzione D.
In Proceedings of the Midscale Education and Research Infrastructure and Tools (MERIT 2019) at ICNP 2019, October 2019
@inproceedings{keahey2019chameleon, author = {Keahey, Kate and Mambretti, Joe and Ruth, Paul and Stanzione, Dan}, title = {Chameleon: A Large-Scale, Deeply Reconfigurable Testbed for Computer Science Research}, booktitle = {Proceedings of the Midscale Education and Research Infrastructure and Tools (MERIT 2019) at ICNP 2019}, year = {2019}, month = oct }
Operational Lessons from Chameleon
Keahey K., Anderson J., Ruth P., Colleran J, Hammock C., Stubbs J. and Zhen Z.
In Proceedings of the Humanware Advancing Research in the Cloud (HARC'19) at PEARC'19, July 2019
@inproceedings{keahey2019operational, author = {Keahey, Kate and Anderson, Jason and Ruth, Paul and Colleran, Jacob and Hammock, Cody and Stubbs, Joe and Zhen, Zhuo}, title = {Operational Lessons from Chameleon}, booktitle = {Proceedings of the Humanware Advancing Research in the Cloud (HARC'19) at PEARC'19}, year = {2019}, month = jul }
Managing Allocatable Resources
Keahey K., Riteau P., Anderson J. and Zhen Z.
In Proceedings of the IEEE 2019 International Conference on Cloud Computing (CLOUD 2019), July 2019
@inproceedings{keahey2019managing, author = {Keahey, Kate and Riteau, Pierre and Anderson, Jason and Zhen, Zhuo}, title = {Managing Allocatable Resources}, booktitle = {Proceedings of the IEEE 2019 International Conference on Cloud Computing (CLOUD 2019)}, year = {2019}, month = jul }
Chameleon: a Scalable Production Testbed for Computer Science Research
Keahey K., Riteau P., Stanzione D., Cockerill T., Mambretti J., Rad P., Ruth P.
In: Jeffrey Vetter (eds) Contemporary High Performance Computing: From Petascale toward Exascale, Volume 3. Chapman & Hall/CRC Computational Science, May 2019
@incollection{keahey2019scalable, author = {Keahey, Kate and Riteau, Pierre and Stanzione, Dan and Cockerill, Tim and Mambretti, Joe and Rad, Paul and Ruth, Paul}, title = {Chameleon: a Scalable Production Testbed for Computer Science Research}, booktitle = {Contemporary High Performance Computing: From Petascale toward Exascale}, editor = {Vetter, Jeffrey}, publisher = {Chapman \& Hall/CRC Computational Science}, year = {2019}, month = may, volume = {3}, chapter = {5}, pages = {123--148} }
Wide-area Software Defined Networking Experiments using Chameleon
Cevik M., Ruth P., Keahey K., and Riteau P.
In Proceedings of the IEEE Conference Computer and Networking Experimental Research using Testbeds (CNERT 2019), April 2019
@inproceedings{cevik2019wide, author = {Cevik, Mert and Ruth, Paul and Keahey, Kate and Riteau, Pierre}, title = {Wide-area Software Defined Networking Experiments using Chameleon}, booktitle = {Proceedings of the IEEE Conference Computer and Networking Experimental Research using Testbeds (CNERT 2019)}, year = {2019}, month = apr }
Application-based QoE support with P4 and OpenFlow
Bhat D., Anderson J., Ruth P., Zink M., and Keahey K.
In Proceedings of the IEEE Conference Computer and Networking Experimental Research using Testbeds (CNERT 2019), April 2019
@inproceedings{bhat2019application, author = {Bhat, Divyashri and Anderson, Jason and Ruth, Paul and Zink, Michael and Keahey, Kate}, title = {Application-based QoE support with P4 and OpenFlow}, booktitle = {Proceedings of the IEEE Conference Computer and Networking Experimental Research using Testbeds (CNERT 2019)}, year = {2019}, month = apr }
Application-based QoS Support with P4 and OpenFlow: A Demonstration Using Chameleon
Bhat D., Anderson J., Ruth P., Zink M. and Keahey K.
In Proceedings of IEEE Local Computer Networks (LCN 2018), October 2018
@inproceedings{bhat2018application, author = {Bhat, Divyashri and Anderson, Jason and Ruth, Paul and Zink, Michael and Keahey, Kate}, title = {Application-based QoS Support with P4 and OpenFlow: A Demonstration Using Chameleon}, booktitle = {Proceedings of IEEE Local Computer Networks (LCN 2018)}, year = {2018}, month = oct }
Conference Posters
2024
5G in Practice: Measuring Emerging Rural Wireless Technology for Edge Devices in Distributed Computation Workloads
Murry Z., Esquivel Morel A., Keahey K.
International Conference for High Performance Computing, Networking, Storage and Analysis (SC24 Poster)
@inproceedings{murry2024measuring, author = {Murry, Zack and Esquivel Morel, Alicia and Keahey, Kate}, title = {5G in Practice: Measuring Emerging Rural Wireless Technology for Edge Devices in Distributed Computation Workloads}, booktitle = {International Conference for High Performance Computing, Networking, Storage and Analysis (SC24)}, year = {2024}, note = {Poster Session} }
Prototype Development and Testing of a Smart Buoy System for Coastal and Marine Ecosystems Using IBIS
Harper J., Esquivel Morel A., Keahey K.
International Conference for High Performance Computing, Networking, Storage and Analysis (SC24 Poster)
@inproceedings{harper2024prototype, author = {Harper, Julia and Esquivel Morel, Alicia and Keahey, Kate}, title = {Prototype Development and Testing of a Smart Buoy System for Coastal and Marine Ecosystems Using IBIS}, booktitle = {International Conference for High Performance Computing, Networking, Storage and Analysis (SC24)}, year = {2024}, note = {Poster Session} }
Edge-Enabled Real-Time Data Processing in Power-Efficient Weather Stations using IBIS
Fowler W., Esquivel Morel A., Keahey K.
International Conference for High Performance Computing, Networking, Storage and Analysis (SC24 Poster)
@inproceedings{fowler2024edge, author = {Fowler, William and Esquivel Morel, Alicia and Keahey, Kate}, title = {Edge-Enabled Real-Time Data Processing in Power-Efficient Weather Stations using IBIS}, booktitle = {International Conference for High Performance Computing, Networking, Storage and Analysis (SC24)}, year = {2024}, note = {Poster Session} }
Meteorologic Real-time Extreme Learning Machine for Pressure Prediction
Ram A., Esquivel Morel A., Keahey K.
International Conference for High Performance Computing, Networking, Storage and Analysis (SC24 Poster)
@inproceedings{ram2024meteorologic, author = {Ram, Anagha and Esquivel Morel, Alicia and Keahey, Kate}, title = {Meteorologic Real-time Extreme Learning Machine for Pressure Prediction}, booktitle = {International Conference for High Performance Computing, Networking, Storage and Analysis (SC24)}, year = {2024}, note = {Poster Session} }
2023
Road to Reliability: Optimizing Self-Driving Consistency with Real-Time Speed Data
Fowler W., Keahey K., Morel A.E.
ACM Student Research Competition Posters Display (SC'23 Poster), November 2023
@inproceedings{fowler2023road, author = {Fowler, William and Keahey, Kate and Morel, Alicia Esquivel}, title = {Road to Reliability: Optimizing Self-Driving Consistency with Real-Time Speed Data}, booktitle = {International Conference for High Performance Computing, Networking, Storage and Analysis (SC'23)}, year = {2023}, month = nov, note = {ACM Student Research Competition Posters Display} }
Chasing Clouds with Donkeycar: Holistic Exploration of Edge and Cloud Inferencing Trade-Offs in E2E Self-Driving Cards
Zheng K., Keahey K. (Advisor), Morel A.E. (Advisor)
ACM Student Research Competition Posters Display (SC'23 Poster), November 2023
@inproceedings{zheng2023chasing, author = {Zheng, Kyle and Keahey, Kate and Morel, Alicia Esquivel}, title = {Chasing Clouds with Donkeycar: Holistic Exploration of Edge and Cloud Inferencing Trade-Offs in E2E Self-Driving Cards}, booktitle = {International Conference for High Performance Computing, Networking, Storage and Analysis (SC'23)}, year = {2023}, month = nov, note = {ACM Student Research Competition Posters Display} }
2021
One Fish, Two Fish: Choosing Optimal Edge Topologies for Real-Time Autonomous Fish Surveys
Tsen J., Anderson J., Bobadilla L., Keahey K.
In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC'21 Poster), November 2021
@inproceedings{tsen2021one, author = {Tsen, John and Anderson, Jason and Bobadilla, Leonardo and Keahey, Kate}, title = {One Fish, Two Fish: Choosing Optimal Edge Topologies for Real-Time Autonomous Fish Surveys}, booktitle = {Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC'21)}, year = {2021}, month = nov, note = {Poster} }
Yin and Yang: Balancing Cloud Computing and HTC Workloads
Kang Z., Zhen Z., and Keahey K.
In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC'21 Poster), November 2021
@inproceedings{kang2021yin, author = {Kang, Zhuo and Zhen, Zhuo and Keahey, Kate}, title = {Yin and Yang: Balancing Cloud Computing and HTC Workloads}, booktitle = {Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC'21)}, year = {2021}, month = nov, note = {Poster} }
2020
Future-Proof Your Research: Designing for Replicability and Reproducibility
Brunkan I., Keahey K., Zhen Z., and Toksoz L.
In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC'20 Poster), November 2020
@inproceedings{brunkan2020future, author = {Brunkan, Isaac and Keahey, Kate and Zhen, Zhuo and Toksoz, Liana}, title = {Future-Proof Your Research: Designing for Replicability and Reproducibility}, booktitle = {Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC'20)}, year = {2020}, month = nov, note = {Poster} }
2019
From IoT to Cloud: Research Platform for IoT/Cloud Experiments
Lin J. and Keahey K.
In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC'19 Poster), November 2019
@inproceedings{lin2019iot, author = {Lin, Jason and Keahey, Kate}, title = {From IoT to Cloud: Research Platform for IoT/Cloud Experiments}, booktitle = {Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC'19)}, year = {2019}, month = nov, note = {Poster} }
Sharing and Replicability of Notebook-Based Research on Open Testbeds
King M., Anderson J. and Keahey K.
In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC'19 Poster), November 2019
@inproceedings{king2019sharing, author = {King, Michael and Anderson, Jason and Keahey, Kate}, title = {Sharing and Replicability of Notebook-Based Research on Open Testbeds}, booktitle = {Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC'19)}, year = {2019}, month = nov, note = {Poster} }
Reproducibility as Side Effect
Wang S., Zhen Z., Anderson J., Keahey K.
In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC'18 Poster), November 2018
@inproceedings{wang2018reproducibility, author = {Wang, Shaohua and Zhen, Zhuo and Anderson, Jason and Keahey, Kate}, title = {Reproducibility as Side Effect}, booktitle = {Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC'18)}, year = {2018}, month = nov, note = {Poster} }
How to Cite Chameleon
For citing Chameleon in your research, please use the main Chameleon reference:
Keahey K., Anderson J., Zhen Z., Riteau P., Ruth P., Stanzione D., Cevik M., Colleran J., Gunawi H.S., Hammock C., Mambretti J., Barnes A., Halbach F., Rocha A., Stubbs J. "Lessons Learned from the Chameleon Testbed." In Proceedings of the 2020 USENIX Annual Technical Conference (USENIX ATC '20). USENIX Association. July 2020.
@inproceedings{keahey2020lessons, author = {Keahey, Kate and Anderson, Jason and Zhen, Zhuo and Riteau, Pierre and Ruth, Paul and Stanzione, Dan and Cevik, Mert and Colleran, Jacob and Gunawi, Haryadi S. and Hammock, Cody and Mambretti, Joe and Barnes, Alexander and Halbach, François and Rocha, Alex and Stubbs, Joe}, title = {Lessons Learned from the {Chameleon} Testbed}, booktitle = {Proceedings of the 2020 USENIX Annual Technical Conference (USENIX ATC '20)}, year = {2020}, month = jul, publisher = {USENIX Association} }