Faculty Directory
Seda Ogrenci

Professor of Electrical and Computer Engineering

Professor of Computer Science

Contact

2145 Sheridan Road
Tech Room L471
Evanston, IL 60208-3109

847-491-7378Email Seda Ogrenci

Website

Seda Ogrenci's Homepage

Center for Ultra-scale Computing and Information Security

Departments

Electrical and Computer Engineering

Computer Science

Download CV

Education

PhD in Computer Science, University of California, Los Angeles, CA

MS in Electrical and Computer Engineering, Northwestern University, Evanston, IL

BS in Electrical and Electronic Engineering, Bogazici University, Istanbul, Turkey


Research Interests

Design Automation, real-time edge AI/ML for science, thermal aware design of circuits and systems, thermal sensing and cooling systems for high performance systems, power and energy aware memory systems.


Selected Publications

  • Forelli, Ryan F.; Shi, Rui; Ogrenci, Seda; Agar, Joshua, A High Level Synthesis Methodology for Dynamic Monitoring of FPGA ML Accelerators, IEEE Computer Society (2024).
  • Quinn, Adam; Valentin, Manuel B.; Zimmerman, Thomas; Braga, Davide; Memik, Seda; Fahim, Farah, A Cryogenic Readout IC with 100 KSPS in-Pixel ADC for Skipper CCD-in-CMOS Sensors, Institute of Electrical and Electronics Engineers Inc. (2023).
  • B. Valentin, Manuel; Di Guglielmo, Giuseppe; Noonan, Danny; Dilip, Priyanka; Huang, Panpan; Quinn, Adam; Zimmerman, Thomas; Braga, Davide; Ogrenci, Seda; Jacobsen, Chris; Tran, Nhan; Fahim, Farah, In-pixel AI for lossy data compression at source for X-ray detectors, Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment (2023).
  • Deiana, Allison Mc Carn; Tran, Nhan; Agar, Joshua; Blott, Michaela; Di Guglielmo, Giuseppe; Duarte, Javier; Harris, Philip; Hauck, Scott; Liu, Mia; Neubauer, Mark S.; Ngadiuba, Jennifer; Ogrenci-Memik, Seda; Pierini, Maurizio; Aarrestad, Thea; Bähr, Steffen; Becker, Jürgen; Berthold, Anne Sophie; Bonventre, Richard J.; Müller Bravo, Tomás E.; Diefenthaler, Markus; Dong, Zhen; Fritzsche, Nick; Gholami, Amir; Govorkova, Ekaterina; Guo, Dongning; Hazelwood, Kyle J.; Herwig, Christian; Khan, Babar; Kim, Sehoon; Klijnsma, Thomas; Liu, Yaling; Lo, Kin Ho; Nguyen, Tri; Pezzullo, Gianantonio; Rasoulinezhad, Seyedramin; Rivera, Ryan A.; Scholberg, Kate; Selig, Justin; Sen, Sougata; Strukov, Dmitri; Tang, William; Thais, Savannah; Unger, Kai Lukas; Vilalta, Ricardo; von Krosigk, Belina; Wang, Shen; Warburton, Thomas K., Applications and Techniques for Fast Machine Learning in Science, Frontiers in Big Data (2022).
  • Guglielmo, Giuseppe Di; Fahim, Farah; Herwig, Christian; Valentin, Manuel Blanco; Duarte, Javier; Gingu, Cristian; Harris, Philip; Hirschauer, James; Kwok, Martin; Loncar, Vladimir; Luo, Yingyi; Miranda, Llovizna; Ngadiuba, Jennifer; Noonan, Daniel; Ogrenci-Memik, Seda; Pierini, Maurizio; Summers, Sioni; Tran, Nhan, A Reconfigurable Neural Network ASIC for Detector Front-End Data Compression at the HL-LHC, IEEE Transactions on Nuclear Science 68(8):2179-2186 (2021).
  • Luo, Yingyi; Zhao, Joshua C.; Aggarwal, Arnav; Ogrenci-Memik, Seda; Yoshii, Kazutomo, Thermal Management for FPGA Nodes in HPC Systems, ACM Transactions on Design Automation of Electronic Systems 26(2) (2020).
  • Yan, Xueting; Ogrenci-Memik, Seda; Grayson, Matthew A., Micro-Scale 2D Thermal Gradiometer, IEEE Electron Device Letters 41(5):761-764 (2020).
  • Fahim, Farah; Joshi, Siddhartha; Ogrenci-Memik, Seda; Mohseni, Hooman, A Low-Power, High-Speed Readout for Pixel Detectors Based on an Arbitration Tree, IEEE Transactions on Very Large Scale Integration (VLSI) Systems 28(2):576-584 (2020).