Difference between revisions of "Cyber-Physical Systems Laboratory"

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The Cyber-Physical Systems Laboratory (CPSL) at [http://www.wustl.edu/ Washington University] performs cutting-edge research on AI and machine learning for healthcare, mobile health, real-time systems, Internet of Things, and cyber-physical systems that cross-cut computing and other disciplines.
 
The Cyber-Physical Systems Laboratory (CPSL) at [http://www.wustl.edu/ Washington University] performs cutting-edge research on AI and machine learning for healthcare, mobile health, real-time systems, Internet of Things, and cyber-physical systems that cross-cut computing and other disciplines.
  
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'''What is Cyber-Physical Systems (CPS)?''' CPS is a holistic design methodology that co-designs the cyber and physical aspects of networked embedded systems. By breaking the barrier between cyber and physical designs, CPS will result in drastic improvement to networked embedded systems and new systems that we cannot build today. [http://www1.cse.wustl.edu/~lu/talks/ecrts11-panel-2011-07.pdf <u>This talk</u>] elaborates on our perspective on CPS.
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* <span style="color:#B22222"> '''[News]''' </span> [https://engineering.wustl.edu/news/2022/Lu-wins-award-for-most-influential-paper-in-real-time-systems.html Lu Wins Award for Most Influential Paper in Real-Time Systems]
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* <span style="color:#008000""> '''[Paper]''' </span> [https://www.cse.wustl.edu/%7Elu/papers/sp22-rt-tee.pdf RT-TEE: Real-Time System Availability for Cyber-Physical Systems Using ARM TrustZone ] [SP'22]
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* <span style="color:#008000""> '''[Paper]''' </span> [https://doi.org/10.1016/j.jad.2022.04.015 Cross-trial Prediction of Depression Remission Using Problem-solving Therapy: A Machine Learning Approach ] [Journal of Affective Disorders]
  
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== Locations ==
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* <span style="color:#B22222"> '''[News]''' </span> [https://www.healio.com/news/hematology-oncology/20220221/model-predicts-deterioration-of-hospitalized-patients-with-cancer Model Predicts Deterioration of Hospitalized Patients with Cancer] (Healio)
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* Lab: Jolley Hall 219A
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* <span style="color:#B22222"> '''[News]''' </span> [https://www.dicardiology.com/content/new-fitbit-does-more-count-steps-it-may-save-your-life-one-day That new Fitbit does more than count steps. It may save your life one day.] (Diagnostic and Interventional Cardiology)
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* <span style="color:#B22222"> '''[News]''' </span> [https://the-next-byte-wevolver.simplecast.com/episodes/55-wearable-technology-but-for-your-pets Research using Fitbit and machine learning to predict surgical outcomes (featured in the Next Byte podcast)]
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* <span style="color:#008000"> '''[Paper]''' </span> [https://pubs.asahq.org/anesthesiology/article/doi/10.1097/ALN.0000000000004139/118579/Personalized-Surgical-Transfusion-Risk-Prediction  Personalized Surgical Transfusion Risk Prediction Using Machine Learning to Guide Preoperative Type and Screen Orders] [Anesthesiology]
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* <span style="color:#008000""> '''[Paper]''' </span> [https://www.sciencedirect.com/user/error/ATP-2?pii=S1532046422000314  Predicting Physician Burnout Using Clinical Activity Logs: Model Performance and Lessons Learned] [Journal of Biomedical Informatics]
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* <span style="color:#008000"> '''[Paper]''' </span> [https://www.sciencedirect.com/science/article/pii/S0007091221008709?via%3Dihub Continuous Real-time Prediction of Surgical Case Duration Using a Modular Artificial Neural Network] [British Journal of Anaesthesia]
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* <span style="color:#B22222"> '''[News]''' </span> [https://source.wustl.edu/2021/11/washington-people-chenyang-lu/ Washington People: Chenyang Lu (WU Press)]
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* <span style="color:#B22222"> '''[News]''' </span> [https://engineering.wustl.edu/news/2021/Wearable-fitness-trackers-help-physicians-track-patient-health.html Trackers Help Physicians Track Patient Health (WU Press)]
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* <span style="color:#B22222"> '''[News]''' </span> [https://engineering.wustl.edu/news/2021/Early-warning-system-model-predicts-deterioration-of-hospitalized-cancer-patients-based-on-clinical-data.html Early Warning System Model Predicts Deterioration of Hospitalized Cancer Patients Based on Clinical Data (WU Press)]
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* <span style="color:#B22222"> '''[Editorial]''' </span> [https://dl.acm.org/doi/pdf/10.1145/3464945 Toward a Scientific and Engineering Discipline of Cyber-Physical Systems] [[https://dl.acm.org/journal/tcps TCPS]]
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* <span style="color:#008000""> '''[Paper]''' </span> [https://www.cse.wustl.edu/%7Elu/papers/cikm21.pdf Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems] [[https://www.cikm2021.org CIKM'21]]
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* <span style="color:#B22222"> '''[News]''' </span> [https://engineering.wustl.edu/news/2021/Lu-named-editor-in-chief-of-ACM-Transactions-on-Cyber-Physical-Systems.html Dr. Chenyang Lu named Editor-in-Chief of ACM Transactions on Cyber-Physical Systems] (03/2021)
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* <span style="color:#B22222"> '''[News]''' </span> [https://www.acm.org/media-center/2021/january/fellows-2020 Dr. Chenyang Lu named ACM Fellow] [https://source.wustl.edu/2021/01/lu-named-association-for-computing-machinery-fellow/ (WU Press)] (1/2021)
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* <span style="color:#000000"> '''[Talk]''' </span> [https://informatics.wustl.edu/event/digital-phenotyping-with-wearables-learning-from-wearable-data-to-predict-clinical-outcomes/ Digital Phenotyping with Wearables: Learning from Wearable Data to Predict Clinical Outcomes] [Washington University School of Medicine]
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* <span style="color:#000000"> '''[Talk]''' </span> [https://www.cse.wustl.edu/~lu/talks/interdiciplinary-advice.pdf  Interdisciplinary Research: Advice and Opportunities] [Guest lecture at UIUC]
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* <span style="color:#008000"> '''[Paper]''' </span> [https://www.cse.wustl.edu/~lu/papers/emsoft20.pdf  Exploring Edge Computing for Multi-Tier Industrial Control] [[http://esweek.hosting2.acm.org/emsoft/ EMSOFT'20]]
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* <span style="color:#008000"> '''[Paper]''' </span> [https://www.cse.wustl.edu/~lu/papers/iotdi20a.pdf REACT: an Agile Control Plane for Industrial Wireless Sensor-Actuator Networks] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
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* <span style="color:#008000"> '''[Paper]''' </span> [https://www.cse.wustl.edu/~lu/papers/iotdi20b.pdf Adaptive Data Replication in Real-Time Reliable Edge Computing for Internet of Things] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
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* <span style="color:#B22222"> '''[News]''' </span> [https://www.cse.wustl.edu/~lu/openings.html PhD Student Openings in AI for Healthcare]
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* <span style="color:#000000"> '''[Talk]''' </span> [https://www.cse.wustl.edu/~lu/talks/IoMT.html Internet of Medical Things: Predicting Clinical Outcomes and Digital Phenotyping with Wearables and Machine Learning] [Washington University School of Medicine]
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* <span style="color:#000000"> '''[Talk]''' </span> [https://www.cse.wustl.edu/~lu/talks/mHealth.pdf Predicting Clinical Outcomes with Wearables: Machine Learning from Small Data] [[https://mhealth.wustl.edu/ mHealth Research Core]]
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* <span style="color:#000000"> '''[Talk]''' </span> [https://www.cse.wustl.edu/~lu/talks/AI-for-Healthcare.pdf Machine Learning for Healthcare: From Wearables to Electronic Health Record] [AI in Health, Washington University]
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* <span style="color:#008000"> '''[Paper]''' </span> [https://www.cse.wustl.edu/~lu/papers/aaai20.pdf DeepAlerts: Deep Learning Based Multi-horizon Alerts for Clinical Deterioration on Oncology Hospital Wards] [[https://aaai.org/Conferences/AAAI-20/ AAAI'20]]
  
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== Updates ==
 
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* <span style="color:#B22222"> '''[News]''' </span> [https://www.cse.wustl.edu/~lu/openings.html PhD Student Openings ] (9/2019)
 
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* <span style="color:#008000"> '''[Paper]''' </span> [https://www.cse.wustl.edu/~lu/papers/rtss19.pdf  Predicting Latency Distributions of Aperiodic Time-Critical Services] [[http://2019.rtss.org/ RTSS'19]]
 
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* <span style="color:#008000"> '''[Paper]''' </span> [https://www.cse.wustl.edu/~lu/papers/health19.pdf  Feasibility Study of Monitoring Deterioration of Outpatients Using Multi-modal Data Collected by Wearables] [[https://health.acm.org/ HEALTH]]
 
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* <span style="color:#B22222"> '''[News]''' </span> [https://www.abusayeedsaifullah.com/ Abusayeed Saifullah] became the 4th [http://engineering.wayne.edu/news/wayne-states-abusayeed-saifullah-earns-nsf-career-award-to-advance-low-power-wide-area-wireless-networks-36649 NSF CAREER Awardee] among CPSL alumni (7/2019)
 
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* <span style="color:#008000"> '''[Paper]''' </span> [https://www.cse.wustl.edu/~lu/papers/icdcs19.pdf    FRAME: Fault Tolerant and Real-Time Messaging for Edge Computing] [[https://theory.utdallas.edu/ICDCS2019/ ICDCS'19]]
 
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* <span style="color:#000000"> '''[Talk]''' </span> [https://cister.isep.ipp.pt/cpsweek2018/keynote#k2 Dependable Industrial Internet of Things] ([http://www.cse.wustl.edu/~lu/talks/cpsweek18_keynote.pdf Slides])[[https://cister.isep.ipp.pt/cpsweek2018/ Keynote at CPS Week 2018]]
 
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* <span style="color:#E88E5A"> '''[Event]''' </span> Dr. Chengyang Lu serving as General Chair of [http://www.ieee-icii.org/ the first IEEE International Conference on Industrial Internet] ([http://www.ieee-icii.org/ ICII'18])
 
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* <span style="color:#B22222"> '''[News]''' </span> Dr. Chenyang Lu serves as Chair of [http://sites.ieee.org/tcrts/  IEEE Technical Committee on Real-Time Systems]
 
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* <span style="color:#E88E5A"> '''[Event]''' </span> Dr. Chengyang Lu serves as IoT Chair of [https://www.esweek.org/iot-day/about ACM Embedded Systems Week]
 
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* <span style="color:#B22222"> '''[News]''' </span> Washington University in St. Louis atop [http://csrankings.org/#/fromyear/2007/toyear/2018/index?bed  the embedded and real-time systems area in the new CS Rankings]
 
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* <span style="color:#E88E5A"> '''[Event]''' </span> Dr. Chengyang Lu serves as General Chair of [http://conferences.computer.org/IoTDI/ ACM/IEEE International Conference on Internet of Things Design and Implementation]([http://conferences.computer.org/IoTDI/  IoTDI'18])
 
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* <span style="color:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/tcps18.pdf  Holistic Cyber-Physical Management for Dependable Wireless Control Systems] [[https://tcps.acm.org/ TCPS]]
 
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* <span style="color:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/rtas18.pdf  Multi-Mode Virtualization for Soft Real-Time Systems] [[http://2018.rtas.org/ RTAS'18]]
 
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* <span style="color:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/sensys17.pdf  Enabling Reliable, Asynchronous, and Bidirectional Communication in Sensor Networks over White Spaces] [[http://sensys.acm.org/2017/ SenSys'17]]
 
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* <span style="color:#000000"> '''[Talk]''' </span> [http://isorc2017.org/ Real-Time Internet of Things] [Keynote at [http://isorc2017.org/ ISORC'17]]
 
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* <span style="color:#000000"> '''[Talk]''' </span> [http://www.it.uu.se/research/computer_systems/seminars/170224 Towards Real-Time Cloud Computing] [http://www.uu.se/en Uppsala University]
 
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* <span style="color:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/infocom17.pdf Impacts of Channel Selection on Industrial Wireless Sensor-Actuator Networks] [[http://infocom2017.ieee-infocom.org/ INFOCOM'17]]
 
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* <span style="color:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/rtss16.pdf Randomized Work Stealing for Large Scale Soft Real-time Systems] [[http://2016.rtss.org/ RTSS'16]]
 
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* <span style="color:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/sensys16.pdf SNOW: Sensor Network over White Spaces] <span style="color:#B22222">'''(Best Paper Award Nominee)'''</span>  [[http://sensys.acm.org/2016/index.html SenSys'16]]
 
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* <span style="color:#B22222"> '''[News]''' </span> [https://engineering.wustl.edu/news/Pages/Engineers-team-to-improve-wireless-network-technology.aspx News release on recent NSF CPS grant on industrial wireless control systems] (8/2016)
 
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* <span style="color:#B22222"> '''[Video]''' [http://www.hectv.org/watch/innovations/july-2016/23959/advancing-real-time-virtualization-cloud-computing/ Advancing Real-Time Virtualization, Cloud Computing] [[http://www.hectv.org/ HEC-TV]] (7/2016)
 
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* <span style="color:#000000"> '''[Talk]''' </span> [http://www.iti.tugraz.at/EWSN2016/cms/index.php?id=44 Dependable Wireless Control through Cyber-Physical Co-Design] [[http://www.iti.tugraz.at/EWSN2016/cms/index.php?id=36 EWSN'16] Keynote]
 
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* <span style="color:#B22222"> '''[News]''' </span> [https://engineering.wustl.edu/news/Pages/Lu,-Gill-to-expand-work-in-real-time-virtualization,-cloud-computing-software-.aspx <u>Computer Scientists to Expand Work in Real-Time Virtualization</u>] (1/2016)
 
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* <span style="color:#B22222"> '''[News]''' </span> [https://engineering.wustl.edu/news/Pages/Lu-named-IEEE-Fellow.aspx#.VmHMfIcfyPg.mailto Dr. Chenyang Lu named <span style="color:#B22222">'''IEEE Fellow'''</span>] (Citation: for Contributions to Adaptive Real-Time Computing Systems) (1/2016)
 
 
* [[News Archive]]
 
* [[News Archive]]

Latest revision as of 02:56, 13 October 2022

The Cyber-Physical Systems Laboratory (CPSL) at Washington University performs cutting-edge research on AI and machine learning for healthcare, mobile health, real-time systems, Internet of Things, and cyber-physical systems that cross-cut computing and other disciplines.

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