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Arbeitsgruppe Rechnerarchitektur / AGRA | Informatik | FB03 | Universität Bremen

Dr. Mehran Goli


Mein Forschungsinteresse ist die Analyse und Validierung von System-Level-Designs. Insbesondere die Extraktion von Daten aus SystemC-Modellen ist ein zentrales Thema meiner Arbeit. Schwerpunkt dieser Aktivitäten ist es, sowohl die Struktur als auch das Verhalten eines gegebenen SystemC-Designs ohne Beschränkung der Sprachmittel und / oder Veränderung der bestehenden Quellen zu extrahieren.

WiMi

Automatisierte Analyse von virtuellen Prototypen auf der Ebene elektronischer Systeme | Design, Verständnis und Anwendungen
Autor: Mehran Goli, Rolf Drechsler
Verlag: Springer
Format: DOI: 10.1007/978-3-031-36997-1, Hardcover, eBook (2023)

Automated Analysis of Virtual Prototypes at the Electronic System Level – Design Understanding and Applications
Autor: Mehran Goli, Rolf Drechsler
Verlag: Springer
Format: Hardcover (DOI: 10.1007/978-3-030-44282-8, 2020)

Automatisierte Analyse virtueller Prototypen auf der ESL
Autor: Mehran Goli
Buchtitel: Ausgezeichnete Informatikdissertationen 2019 | Herausgeber: S. Hölldobler et al.
Verlag: GI
Format: Paperback (2019)

Early SoCs Information Flow Policies Validation using SystemC-based Virtual Prototypes at the ESL
Autor: Mehran Goli, Rolf Drechsler
Zeitschrift: ACM Transactions on Embedded Computing Systems (TECS)
Details: DOI: 10.1145/3544780 (2022)

Through the Looking Glass: Automated Design Understanding of SystemC-based VPs at the ESL
Autor: Mehran Goli, Rolf Drechsler
Zeitschrift: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)
Details: DOI: 10.1109/TCAD.2021.3074050, Volume: 41 Issue: 4, pp. 1181-1185 (2021)

PREASC: Automatic Portion Resilience Evaluation for Approximating SystemC-based Designs using Regression Analysis Techniques
Autor: Mehran Goli, Rolf Drechsler
Zeitschrift: ACM Transactions on Design Automation of Electronic Systems (TODAES)
Details: DOI: 10.1145/3388140, Volume: 25, number: 5, numpages: 28 (2020)

Security Validation of VP-based SoCs Using Dynamic Information Flow Tracking
Autor: Mehran Goli, Muhammad Hassan, Daniel Große, Rolf Drechsler
Zeitschrift: it-Information Technology
Details: DOI: 10.1515/itit-2018-0027 (2019)

Automated Non-intrusive Analysis of Electronic System Level Designs
Autor: Mehran Goli, Jannis Stoppe, Rolf Drechsler
Zeitschrift: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Details: DOI: 10.1109/TCAD.2018.2889665, Volume: 39, number: 2, pages: 492-505 (2020)

Efficient ML-Based Performance Estimation Approach across Different Microarchitectures for RISC-V Processors
Autor: Weiyan Zhang, Mehran Goli, Muhammad Hassan, Rolf Drechsler
Konferenz: Euromicro Conference Series on Digital System Design (DSD)
Pdf | Referenz: Durres, Albania, 2023

LAT-UP: Exposing Layout-Level Analog Hardware Trojans Using Contactless Optical Probing
Autor: Sajjad Parvin, Mehran Goli, Thilo Krachenfels, Shahin Tajik, Jean-Pierre Seifert, Frank Sill Torres, Rolf Drechsler
Konferenz: IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
Pdf | Referenz: Iguazu Falls, Brazil, 2023

Efficient Binary Decision Diagram Manipulation by Reducing the Number of Intermediate Nodes
Autor: Rune Krauss, Mehran Goli, Rolf Drechsler
Konferenz: 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)
Pdf | Referenz: Tallinn, Estonia, 2023

VAST: Validation of VP-based Heterogeneous Systems against Availability Security Properties using Static Information Flow Tracking
Autor: Ece Nur Demirhan Coskun, Muhammad Hassan, Mehran Goli, Rolf Drechsler
Konferenz: International Symposium on Quality Electronic Design (ISQED'23)
Pdf | Referenz: San Francisco, USA, 2023

Polynomial Formal Verification of a Processor: A RISC-V Case Study
Autor: Lennart Weingarten, Alireza Mahzoon, Mehran Goli, Rolf Drechsler
Konferenz: International Symposium on Quality Electronic Design (ISQED'23)
Pdf | Referenz: San Francisco, USA, 2023

FELOPi: A Framework for Simulation and Evaluation of Post-Layout File Against Optical Probing
Autor: Sajjad Parvin, Mehran Goli, Frank Sill Torres, Rolf Drechsler
Konferenz: Design, Automation and Test in Europe Conference (DATE)
Pdf | Referenz: Antwerp, Belgium, 2023

Trojan-D2: Post-Layout Design and Detection of Stealthy Hardware Trojans - a RISC-V Case Study
Autor: Sajjad Parvin, Mehran Goli, Frank Sill Torres, and Rolf Drechsler
Konferenz: Asia and South Pacific Design Automation Conference (ASP-DAC)
Pdf | Referenz: Tokyo, Japan, 2023

EDDY: A Multi-Core BDD Package With Dynamic Memory Management and Reduced Fragmentation
Autor: Rune Krauss, Mehran Goli, Rolf Drechsler
Konferenz: Asia and South Pacific Design Automation Conference (ASP-DAC)
Pdf | Referenz: Tokyo, Japan, 2023

Towards Neural Hardware Search: Power Estimation of CNNs for GPGPUs with Dynamic Frequency Scaling
Autor: Christopher Metz, Mehran Goli, Rolf Drechsler
Konferenz: ACM/IEEE Workshop on Machine Learning for CAD (MLCAD)
Pdf | Referenz: Snowbird, USA, 2022

Early Performance Estimation of Embedded Software on RISC-V Processor using Linear Regression
Autor: Weiyan Zhang, Mehran Goli, Rolf Drechsler
Konferenz: 25th IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)
Pdf | Referenz: Prague, Czech Republic, 2022

Towards Polynomial Formal Verification of Complex Arithmetic Circuits
Autor: Rolf Drechsler, Alireza Mahzoon, Mehran Goli
Konferenz: 25th IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)
Pdf | Referenz: Prague, Czech Republic, 2022

ML-based Power Estimation of Convolutional Neural Networks on GPGPUs
Autor: Christopher Metz, Mehran Goli, Rolf Drechsler
Konferenz: 25th IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)
Pdf | Referenz: Prague, Czech Republic, 2022

Early Validation of SoCs Security Architecture Against Timing Flows Using SystemC-based VPs
Autor: Mehran Goli, Rolf Drechsler
Konferenz: International Conference on Computer Aided Design (ICCAD)
Pdf | Referenz: Munich, Germany, 2021

VIP-VP: Early Validation of SoCs Information Flow Policies using SystemC-based Virtual Prototypes
Autor: Mehran Goli, Rolf Drechsler
Konferenz: Forum on Specification & Design Languages (FDL)
Pdf | Referenz: Antibes, France, 2021
Best Paper Award

Work-in-Progress: Early Power Estimation of CUDA-based CNNs on GPGPUs
Autor: Christopher Metz, Mehran Goli, Rolf Drechsler
Konferenz: International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS)
Pdf | Referenz: VIRTUAL CONFERENCE, 2021

Automated Debugging-Aware Visualization Technique for SystemC HLS Designs
Autor: Mehran Goli, Alireza Mahzoon, Rolf Drechsler
Konferenz: Euromicro Conference on Digital System Design (DSD)
Pdf | Referenz: Palermo, Sicily, Italy, 2021

ATLaS: Automatic Detection of Timing-based Information Leakage Flows for SystemC HLS Designs
Autor: Mehran Goli, Rolf Drechsler
Konferenz: 26th Asia and South Pacific Design Automation Conference (ASP-DAC)
Pdf | Referenz: Tokyo, Japan, 2021

ASCHyRO: Automatic Fault Localization of SystemC HLS Designs Using a Hybrid Accurate Rank Ordering Technique
Autor: Mehran Goli, Alireza Mahzoon, Rolf Drechsler
Konferenz: 38th IEEE International Conference on Computer Design (ICCD)
Pdf | Referenz: Hartford, USA, 2020

Automated Design Understanding of SystemC-based Virtual Prototypes: Data Extraction, Analysis and Visualization
Autor: Mehran Goli, Rolf Drechsler
Konferenz: IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
Pdf | Referenz: Limassol, Cyprus, 2020

Towards Generation of a Programmable Power Management Unit at the Electronic System Level
Autor: David Lemma, Mehran Goli, Daniel Große, Rolf Drechsler
Konferenz: 23rd IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)
Pdf | Referenz: Novi Sad, Serbia, 2020

Scalable Simulation-based Verification of SystemC-based Virtual Prototypes
Autor: Mehran Goli, Rolf Drechsler
Konferenz: EUROMICRO Digital System Design Conference (DSD)
Pdf | Referenz: Kallithea - Chalkidiki, Greece, 2019

Automated Analysis of Virtual Prototypes at Electronic System Level
Autor: Mehran Goli, Muhammad Hassan, Daniel Große, Rolf Drechsler
Konferenz: 29th ACM Great Lakes Symposium on VLSI (GLSVLSI)
Pdf | Referenz: Washington, D.C., USA, 2019

Power Intent from Initial ESL Prototypes: Extracting Power Management Parameters
Autor: David Lemma, Mehran Goli, Daniel Große, Rolf Drechsler
Konferenz: IEEE Nordic Circuits and Systems Conference (NORCAS)
Pdf | Referenz: Tallinn, Estonia, 2018

Resilience Evaluation for Approximating SystemC Designs Using Machine Learning Techniques
Autor: Mehran Goli, Jannis Stoppe, Rolf Drechsler
Konferenz: IEEE International Symposium on Rapid System Prototyping (RSP), 2018
Pdf | Referenz: Torino, Italy, 2018

Automatic Protocol Compliance Checking of SystemC TLM-2.0 Simulation Behavior Using Timed Automata
Autor: Mehran Goli, Jannis Stoppe, Rolf Drechsler
Konferenz: 35th IEEE International Conference on Computer Design (ICCD)
Pdf | Referenz: Boston Area, Massachusetts, USA, 2017

Automatic Equivalence Checking for SystemC-TLM 2.0 Models Against their Formal Specifications
Autor: Mehran Goli, Jannis Stoppe, Rolf Drechsler
Konferenz: Design, Automation and Test in Europe (DATE)
Pdf | Referenz: Lausanne, Switzerland, 2017

AIBA: an Automated Intra-Cycle Behavioral Analysis for SystemC-based Design Exploration
Autor: Mehran Goli, Jannis Stoppe, Rolf Drechsler
Konferenz: IEEE International Conference on Computer Design (ICCD)
Pdf | Referenz: Phoenix, USA, 2016

Fast and Accurate: Machine Learning Techniques for Performance Estimation of CNNs for GPGPUs
Autor: Christopher Metz, Mehran Goli, and Rolf Drechsler
Workshop: 5th Workshop on Parallel AI and Systems for the Edge (PAISE)
Pdf | Referenz: St. Petersburg, USA, 2023

ANN-based Performance Estimation of Embedded Software for RISC-V Processors
Autor: Weiyan Zhang, Mehran Goli, Alireza Mahzoon, Rolf Drechsler
Workshop: International Workshop on Rapid System Prototyping (RSP)
Pdf | Referenz: Hamburg, Germany, 2022

Simulation-based Verification of SystemC-based VPs at the ESL
Autor: Mehran Goli, Rolf Drechsler
Workshop: Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen (MBMV)
Pdf | Referenz: Virtual, 2022

Pick the Right Edge Device: Towards Power and Performance Estimation of CUDA-based CNNs on GPGPUs
Autor: Christopher Metz, Mehran Goli, Rolf Drechsler
Workshop: System-level Design Methods for Deep Learning on Heterogeneous Architectures (SLOHA)
Pdf | Referenz: Grenoble, France, 2021

Integrating Hybrid Analysis with Machine Learning Techniques for Portion Resilience Evaluation in Approximating SystemC-based Designs
Autor: Mehran Goli, Rolf Drechsler
Workshop: Workshop on Machine Learning for CAD (MLCAD)
Referenz: Canmore (Banff Area), Alberta, Canada, 2019

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