Difference between revisions of "Cyber-Physical Systems Laboratory"

From Cyber-Physical Systems Laboratory
Jump to navigationJump to search
 
(72 intermediate revisions by 3 users not shown)
Line 1: Line 1:
 
__NOTOC__
 
__NOTOC__
−
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.
+
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.
+
* <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]
 +
* <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]
 +
* <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]
  
−
== Locations ==
+
* <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)
−
* Offices: Jolley Hall 217
+
* <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)
−
* Lab: Jolley Hall 209
+
* <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:#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]
−
== Updates ==
+
* <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:#B22222"> '''[News]''' </span> [http://www.cs.wustl.edu/~lu/openings.html Multiple PhD Student and Postdoc Openings] on [http://www.cse.wustl.edu/~lu/talks/IoT-golden-age.pdf Internet of Things] and Real-Time Cloud Computing
+
* <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:#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]]
+
* <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:#E88E5A"> '''[Event]''' </span> [http://conferences.computer.org/IoTDI/ ACM/IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI'18)]
+
* <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/iwqos17-cpep.pdf  Real-Time Middleware for Cyber-Physical Event Processing] [IWQoS'17]
+
* <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:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/smartcomp17.pdf Challenges in Studying Falls of Community-dwelling Older Adults in the Real World] [SmartComp'17]
+
* <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:#000000"> '''[Talk]''' </span> [http://isorc2017.org/ Real-Time Internet of Things] [Keynote at [http://isorc2017.org/ ISORC'17]]
+
* <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:#E88E5A"> '''[Event]''' </span> [http://conferences.computer.org/IoTDI/ ACM/IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI'17)]
+
* <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:#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]
+
* <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:#B22222"> '''[News]''' </span> [http://www.cs.wustl.edu/~lu/openings.html Multiple PhD student and postdoc openings] for world-class research on [http://www.cse.wustl.edu/~lu/talks/IoT-golden-age.pdf Internet of Things] and [http://www.hectv.org/watch/innovations/july-2016/23959/advancing-real-time-virtualization-cloud-computing/ Real-Time Cloud Computing]!
+
* <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/infocom17.pdf Impacts of Channel Selection on Industrial Wireless Sensor-Actuator Networks] [[http://infocom2017.ieee-infocom.org/ INFOCOM'17]]
+
* <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/rtss16.pdf Randomized Work Stealing for Large Scale Soft Real-time Systems] [[http://2016.rtss.org/ RTSS'16]]
+
* <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:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/sensys16.pdf SNOW: Sensor Network over White Spaces] [[http://sensys.acm.org/2016/index.html SenSys'16]]
+
* <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:#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)
+
* <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:#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)
+
* <span style="color:#B22222"> '''[News]''' </span> [https://www.cse.wustl.edu/~lu/openings.html PhD Student Openings in AI for Healthcare]
−
* <span style="color:#000000"> '''[Talk]''' </span> [http://www.cse.wustl.edu/~lu/talks/IoT-golden-age.pdf Research in the Golden Age of Internet of Things] [Overview of IoT Research]
+
* <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:#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]
+
* <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:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/iccps16.pdf Wireless Routing and Control: a Cyber-Physical Case Study] [[http://iccps.acm.org/2016/ ICCPS'16]]
+
* <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/rtas16.pdf Mixed-Criticality Federated Scheduling for Parallel Real-Time Tasks] <span style="color:#B22222">'''(Outstanding Paper Award)'''</span> [[http://2016.rtas.org/ RTAS'16]]
+
* <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/iotdi16.pdf Maximizing Network Lifetime of WirelessHART Networks under Graph Routing] [[http://conferences.computer.org/IoTDI/ IoTDI'16]]
 
−
* <span style="color:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/ppopp16.pdf Work Stealing for Interactive Services to Meet Target Latency] [[http://conf.researchr.org/home/ppopp-2016 PPoPP'16]]
 
−
* <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)
 
−
* <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)
 
−
* <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]
 
−
* <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>]
 
−
* <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)
 
−
* <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)
 
−
* <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)
 
−
* <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)
 
−
* <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)
 
−
* <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]
 
−
* <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:#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.

Retrieved from "http://wsn.cse.wustl.edu/index.php?title=Cyber-Physical_Systems_Laboratory&oldid=5206"