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 real-time systems, Internet of Things, wireless sensor networks and cyber-physical systems that cross-cut computing and other disciplines.
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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.
  
'''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]
  
== Updates ==
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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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* <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)
* <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://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)]
* <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)
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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]
* <span style="color:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/pieee-wsan.pdf <u> Real-Time Wireless Sensor-Actuator Networks for Industrial Cyber-Physical Systems </u>] [Proceedings of the IEEE]
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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]
* <span style="color:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/rtss15.pdf <u>Schedulability Analysis under Graph Routing in WirelessHART Networks</u>] [RTSS'15]
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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]
* <span style="color:#B22222"> '''[News]''' </span> [http://www.cse.wustl.edu/~lu/papers/amia15.pdf <u>AMIA paper</u>] on mortality prediction [http://cse.wustl.edu/aboutthedepartment/pages/news-story.aspx?news=589 <u>received <span style="color:#B22222">'''Distinguished Paper Award'''</span></u>] (11/2015)
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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)]
* <span style="color:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/amia15.pdf Mortality Prediction in ICUs Using a Novel Time-Slicing Cox Regression Method] [[https://www.amia.org/amia2015 AMIA-15]]
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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)]  
* <span style="color:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/cloud15-rtopenstack.pdf <u>RT-OpenStack: CPU Resource Management for Real-Time Cloud Computing</u>] [CLOUD'15]
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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)]  
* <span style="color:#990000"> '''[Software]''' </span> [https://nees.org/groups/wireless_control_benchmark <u>Benchmark Problem in Active Structural Control with Wireless Sensor Network</u>]
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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]]
* <span style="color:#B22222"> '''[News]''' </span> The New [http://tcps.acm.org/ <u>ACM Transactions on Cyber-Physical Systems</u>] Open for Submission (5/2015)
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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]]
* <span style="color:#B22222"> '''[News]''' </span> Check out the New Web Site for [http://tosn.acm.org/ <u>ACM Transactions on Sensor Networks</u>] (5/2015)
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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)
* <span style="color:#B22222"> '''[News]''' </span> CPSL alumnus [http://web.mst.edu/~saifullaha/ <u>Abusayeed Saifullah</u>] [http://cse.wustl.edu/aboutthedepartment/pages/news-story.aspx?news=557 <u>received the inaugural Jonathan S. Turner Dissertation Award</u>] (5/2015)
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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)
* <span style="color:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/rtas15_vatc.pdf <u>Prioritizing Soft Real-Time Network Traffic in Virtualized Hosts Based on Xen</u>] [[http://2015.rtas.org/ <u>RTAS'15</u>]]
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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]
* <span style="color:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/rtas15-thermal.pdf <u>When Thermal Control Meets Sensor Noise: Analysis of Noise-induced Temperature Error</u>] [[http://2015.rtas.org/ <u>RTAS'15</u>]]
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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]
* <span style="color:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/iccps15.pdf <u>Incorporating Emergency Alarms in Reliable Wireless Process Control</u>] [[http://iccps.acm.org/2015/ <u>ICCPS'15</u>]]
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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]]
* <span style="color:#B22222"> '''[News]''' </span> [https://engineering.wustl.edu/news/Pages/Lu-named-Fullgraf-Professor-at-Washington-University-in-St--Louis.aspx <u>Dr. Chenyang Lu named Fullgraf Professor at Washington University in St. Louis</u>] ([https://www.facebook.com/media/set/?set=a.10152848338083095.1073741870.99584808094 <u>Photos</u>],[https://www.youtube.com/watch?v=uTgA_Yir7mk <u>Video</u>]) (2/2015)
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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]]
* <span style="color:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/ewsn15.pdf <u>Implementation and Experimentation of Industrial Wireless Sensor-Actuator Network Protocols</u>] [http://www.cister.isep.ipp.pt/ewsn2015/ <u>[EWSN'15</u>]]
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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]]
* <span style="color:#990000"> '''[Software]''' </span> [https://sites.google.com/site/realtimexen/ <u>RT-Xen</u>]'s real-time scheduler (RTDS) [http://cse.wustl.edu/aboutthedepartment/pages/news-story.aspx?news=534 <u>included in the Xen hypervisor</u>] (1/2015)
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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]
* <span style="color:#B22222"> '''[News]''' </span> [http://www.cse.wustl.edu/~lu/papers/rtss14-capnet.pdf <u>CapNet</u>] paper received the <span style="color:#B22222"> '''Best Paper Award''' </span> at [http://2014.rtss.org/ <u>RTSS'14</u>]! (12/2014)
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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]
* <span style="color:#008000"> '''[Paper]''' </span>[http://www.cse.wustl.edu/~lu/papers/rtss14-capnet.pdf <u>CapNet: a Real-Time Wireless Management Network for Data Center Power Capping</u>] [[http://2014.rtss.org/ <u>RTSS'14</u>]]
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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]]
* <span style="color:#000000"> '''[Talk]''' </span> [http://www.cse.wustl.edu/~lu/talks/esweek14-panel.pdf <u>Perspective on the Future of Embedded Systems and ESWeek</u>] [[http://esweek.acm.org/ <u>ESWeek'14</u>] Panel]
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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]
* <span style="color:#008000"> '''[Paper]''' </span>[http://www.cse.wustl.edu/~lu/papers/emsoft14-rt-xen.pdf <u>Real-Time Multi-Core Virtual Machine Scheduling in Xen</u>] [[http://www.emsoft.org/ <u>EMSOFT'14</u>]]
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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]]
* <span style="color:#008000"> '''[Paper]''' </span>[http://www.cse.wustl.edu/~lu/papers/emsoft14-rths.pdf <u>Real-Time System Support for Hybrid Structural Simulation</u>] [[http://www.emsoft.org/ <u>EMSOFT'14</u>]]
 
* <span style="color:#B22222"> '''[News]''' </span> [http://www.tgi.ie/?page_id=419 <u>Telecommunications Graduate Initiative</u>] course on [http://www.cse.wustl.edu/~lu/tgi/ <u>Networked Embedded Systems</u>] [[http://www.ucc.ie/en/compsci/ <u>University Colleage Cork</u>]] (7/2014)
 
* <span style="color:#000000"> '''[Talk]''' </span> [http://www.cse.wustl.edu/~lu/talks/ucc-wcps-2014-07.pdf <u>Real-Time Wireless Control Networks for Cyber-Physical Systems</u>] [[http://www.ucc.ie/en/compsci/ <u>University Colleage Cork</u>]] (7/2014)
 
* <span style="color:#B22222"> '''[News]''' </span> [http://cse.wustl.edu/aboutthedepartment/pages/news-story.aspx?news=508 <u>PhD student Jing Li selected to attend Heidelberg Laureate Forum</u>] [[http://www.heidelberg-laureate-forum.org/ <u>Heidelberg Laureate Forum</u>]]
 
* <span style="color:#B22222"> '''[News]''' </span> CPSL alumni Guoliang Xing received [http://www.cse.msu.edu/About/Notable.php?Nid=499 <u>Withrow Distinguished Scholar Junior Award</u>] at Michigan State University. 
 
* <span style="color:#008000"> '''[Paper]''' </span>[http://www.cse.wustl.edu/~lu/papers/icdcs14.pdf <u>Thermal Modeling for a HVAC Controlled Real-life Auditorium</u>] [[http://www.cse.wustl.edu/~lu/talks/icdcs14.pdf <u>Talk</u>]] [[http://lsd.ls.fi.upm.es/icdcs2014 <u>ICDCS'14</u>]]
 
* <span style="color:#008000"> '''[Paper]''' </span>[https://www.usenix.org/system/files/conference/icac14/icac14-paper-fu.pdf <u>CloudPowerCap: Integrating Power Budget and Resource Management across a Virtualized Server Cluster</u>] [[https://www.usenix.org/conference/icac14 <u>ICAC'14</u>]]
 
* <span style="color:#000000"> '''[Talk]''' </span> [http://www.cse.wustl.edu/~lu/talks/hkpu14-rt-xen.pdf <u>RT-Xen: Real-Time Virtualization for Embedded and Cloud Computing</u>] [[http://www.comp.polyu.edu.hk/filemanager/en/content_61/research%20seminar_20140523.pdf <u>HKPU</u>]]
 
* <span style="color:#000000"> '''[Talk]''' </span> [http://www.cse.wustl.edu/~lu/talks/infocom14-cps-panel.pdf <u>Challenges in Wireless Control Networks for Cyber-Physical Systems</u>] [[http://infocom2014.ieee-infocom.org/ <u>INFOCOM'14</u>] CPS Panel]
 
* <span style="color:#B22222"> '''[News]''' </span> [http://engineering.wustl.edu/newsstory.aspx?news=7511 <u>Real-Time Virtualization Software to Enable Embedded Systems Integration</u>] [Press Release]
 
* <span style="color:#990000"> '''[Software]''' </span> [http://blog.xen.org/index.php/2013/11/27/rt-xen-real-time-virtualization-in-xen/ <u>RT-Xen: Real-Time Virtualization in Xen</u>] [[http://blog.xen.org/ <u>Xen Blog</u>]]
 
* <span style="color:#000000"> '''[Talk]''' </span> [http://www.cse.wustl.edu/~lu/talks/dgif-2013-11.pdf <u>Wireless Clinical Monitoring at Scale</u>] [[http://dgif.dgist.ac.kr/index.php?g_page=program&m_page=program02 <u>DGIF Distinguished Lecture</u>]]
 
* <span style="color:#B22222"> '''[News]''' </span> [http://www.cse.wustl.edu/~lu/papers/spectrum.pdf <u>Q&A: Melding Software Models with Sensor Networks Could Save Lives</u>] [IEEE Spectrum]
 
* <span style="color:#B22222"> '''[News]''' </span> Featured in IEEE Spectrum Podcast on [http://spectrum.ieee.org/podcast/at-work/test-and-measurement/smart-bridges <u>Smart Bridges</u>] [IEEE Spectrum]
 
* <span style="color:#B22222"> '''[News]''' </span> [http://news.wustl.edu/news/Pages/25358.aspx <u>Engineering Professor Working to Help Bridges Survive Natural Disaster</u>]
 
* <span style="color:#B22222"> '''[News]''' </span> [http://www.cse.wustl.edu/~lu/icts.html <u>Wireless Clinical Monitoring</u>] project featured in a [http://www.cse.wustl.edu/~lu/wsn_articles/ieee-spm-report.pdf <u>special report</u>] in [http://www.signalprocessingsociety.org/publications/periodicals/spm/ <u>IEEE Signal Processing Magazine</u>]
 
  
 
* [[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.