Media

Publications

“MIRAS: Model-based Reinforcement Learning for Microservice Resource Allocation over Scientific Workflows”
Zhe Yang, Phuong Nguyen, Haiming Jin, Klara Nahrstedt
The 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019), Dallas, USA, July 2019.

MMLOC: Multi-Mode Indoor Localization System Based on Smart Access Points”
Tuo Yu, Wenyu Ren, Klara Nahrstedt
Proceedings of the 16th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, November 12-14, 2019, Houston, TX

DROPLET: Distributed Operator placement for IoT Applications Spanning Edge and Cloud Resources
Tarek Elgamal, Atul Sandur, Phuong Elgamal, Klara Nahrstedt, Gul Agha
2018 IEEE International Conference on Cloud Computing (IEEE CLOUD 2018), July 2-7, 2018, San Francisco, CA


“Costless: Optimizing Cost of Serverless Computing through Function Fusion and Placement.”
Tarek Elgamal, Atul Sandur, Klara Nahrstedt, Gul Agha
ACM Symposium on Edge Computing (SEC’18), October 25-27, 2018, Seattle, WA


“Distributed Placement of Machine Learning Operators for IoT Applications spanning Edge and Cloud Resources”
Tarek Elgamal, Atul Sandur, Klara Nahrstedt, Gul Agha

SysML Conference, February 15-16, 2018, Stanford, CA (short paper)


Bracelet: Edge-Cloud Microservice Infrastructure for Aging Scientific Instruments”
Phuong Nguyen, Tarek Elgamal, Steve Konstanty, Todd Nicholson, Stuart Turner, Patrick Su, Michael Chan, Klara Nahrstedt, Tim Spila, Kenton McHenry, John Dallesasse, Roy Campbell,

IEEE International Conference on Computing, Networking, and Communications (ICNC) 2019, Hawaii, February 2019 (invited paper).


“MONAD: Self-adaptive Micro-service Infrastructure for Heterogeneous Scientific Workflows”
Phuong Nguyen and Klara Nahrstedt
The 14th IEEE International Conference on Autonomic Computing (ICAC) 2017, Columbus, OH, USA. [pdf]


“4CeeD: Real-time Acquisition and Analysis Framework for Materials-related Cyber-Physical Environments”
Phuong Nguyen, Steven Konstanty, Todd Nicholson, Thomas O’brien, Aaron Schwartz-Duval, Timothy Spila, Klara Nahrstedt, Roy H. Campbell, Indranil Gupta, Michael Chan, Kenton McHenry, and Normand Paquin

The 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid) 2017, Madrid, Spain. [pdf]


“Resource Management for Elastic Publish Subscribe Systems: A Performance Modeling-based Approach”
Phuong Nguyen, Klara Nahrstedt

The 9th IEEE International Conference on Cloud Computing (CLOUD) 2016, San Francisco, CA, USA. [pdf]


Presentations

Klara Nahrstedt

Klara Nahrstedt, “Real-Time Micro-service Operating Infrastructure for Scientific Workflows” Harvard University, NNCI Meeting, Invited Talk ,  October 2019

Klara Nahrstedt, “Campus-Specific Cyber-Infrastructure Challenges and Solutions for Scientific Instruments, and their Workflows and Lab Environments”, NSF Office of Advanced Cyber-Infrastructure, Webinar, October 2019.

Klara Nahrstedt  “Real-Time Micro-service Operating Infrastructure for Scientific Workflows”, Distinguished LectureSeries, ECE Department, CMU, Pittsburgh, PA, April 2019, Invited Talk, Aerospace Corporation, Washington DC, May 17, 2019,  Invited Talk, TU Darmstadt, Germany, July 2019

Klara Nahrstedt, “Advanced Infrastructures for Scientific Instruments and Their Data Management Life-Cycles”,Distinguished Lecture Series, IEEE CEDA Central-Illinois Chapter, University of Illinois at Urbana-Champaign, March 4, 2019,

Klara Nahrstedt, “Real-Time Micro-service Operating Infrastructure for Scientific Workflows”, Invited Talk, 1stWorkshop on Nano-Manufacturing, University of Illinois at Urbana-Champaign, February 27, 2019

Klara Nahrstedt, “Real-Time Micro-service Operating Infrastructure for Scientific Workflows”, Distinguished Lecture, Purdue University, Computer Science Department, November, 2018

Klara Nahrstedt, “Real-time and Trustworthy Edge-Cloud Micro-service Operating Infrastructure for Scientific Workflows”, Distinguished Lecture, Simon Frasier University, British Columbia, Canada, October 2018.

Klara Nahrstedt, “Real-Time Micro-service Operating Infrastructure for Scientific Workflows”, Distinguished Lecture, Rice University, Houston, TX, April 2018.

Klara Nahrstedt, “4CeeD: IoT Application and Service for Scientific Laboratories”, Panel Presentation at SocialSens Workshop, held in conjunction with IEEE/ACM  IoTDI (Internet of Things Design and Implementation) 2018, Orlando, Florida.

Klara Nahrstedt, “4CeeD: Real-time Acquisition and Analysis Framework for Materials-related Cyber-Physical Environments”, at IEEE/ACM CCGrid 2017, Madrid, Spain, May 2017. [slides]

Klara Nahrstedt, “4CeeD DIBBs Challenges and Solutions”, Invited Contribution, 1st NSF DIBBs PI WorkshopPanel, Washington DC, January 11-12, 2017.

Klara Nahrstedt, 4CeeD: Real-Time Data Acquisition and Analysis Framework for Material-related Cyber-Physical Environments”, Invited Talk, Material Research Laboratory  Seminar, University of Illinois at Urbana-Champaign, March 2017

Klara Nahrstedt,  4CeeD: Real-Time Data Acquisition and Analysis Framework for Materials and Semiconductor Fabrication Cyber-Physical Environments, Invited Talk, GCASR Workshop, University of Chicago, Chicago, April 2016

Staff

Patrick Su, Robert Kaufman, Steven Konstanty, “Use of 4CeeD Services by Semiconductor Researchers”, UIUC, March 2019 [slides]

Tarek Elgamal & Todd Nicholson, “Jupyter notebook and its usage in material science”, NIST, DC, April 2018

Steve Konstanty, “4CeeD: Real-time Acquisition and Analysis Framework for materials-related Cyber-Physical Environments” Materials Data Infrastructure – Integration Summit, Dayton, Summer/Fall 2017

Phuong Nguyen, “MONAD: Self-adaptive Micro-service Infrastructure for Heterogeneous Scientific Workflows”, at IEEE ICAC 2017, Columbus, Ohio, July 2017. [slides]

Steve Konstanty, “4CeeD: Real-time Acquisition and Analysis Framework for materials-related Cyber-Physical Environments” Materials Science & Technology 2016, Townhall, Salt Lake City, October 2016

Steve Konstanty, “4CeeD: Real-time Acquisition and Analysis Framework for materials-related Cyber-Physical Environments” Building a Data Model Repository and RegistryWorkshop, Northwestern University, July 2016

Phuong Nguyen, “Resource Management for Elastic Publish-Subscribe Systems: A Performance Modeling-based Approach”, at IEEE CLOUD 2016, San Francisco, CA, July 2016. [slides]

Steve Konstanty, “4CeeD: Real-time Acquisition and Analysis Framework for materials-related Cyber-Physical Environments” Building an Interoperable Materials Data Infrastructure Workshop, Northwestern University, May 2016

Steve Konstanty, “4CeeD: Real-time Acquisition and Analysis Framework for materials-related Cyber-Physical Environments” Materials Research Collaborative Environment Workshop Wright Brothers Institute, Tec^Edge, Dayton, Ohio, August 2015. [slides]

 


 

Posters

“SENSELET: Sensory Network Infrastructure for Scientific Lab Environments”
Zhe Yang, Patrick Su, Robert Kaufman, Steven Konstanty, John Dallesasse, and Klara Nahrstedt

“4CeeD in Research”
The 2019 Practice and Experience in Advanced Research Computing (PEARC 2019), Chicago, Illinois, August 2019.
Patrick Su, Robert Kaufman, Steven Konstanty