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Eren Kurshan

Princeton University

United States

  • Princeton University

SCHOLARLY PAPERS

52

DOWNLOADS

1,247

TOTAL CITATIONS

5

Ideas:
“  Dr. Eren Kurshan is an AI researcher and technology executive focused on building AI systems for large-scale industrial use cases. Kurshan received her Ph.D. in Computer Science from the University of California, Los Angeles, as well as a Master's in Computer Science and a Bachelor of Science in Electrical Engineering. She has been leading AI, machine learning and innovation programs at Morgan Stanley, J.P. Morgan, Bank of America and IBM T.J. Watson Research Labs. She was a Visiting Fellow at Princeton's Center for Information Technology Policy (2015-2016) and served as an Adjunct Professor at Columbia University between 2014-2020. Dr. Kurshan published over 80 peer reviewed technical publications and holds ~265 patents.  ”

  • Princeton University

Scholarly Papers (52)

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1.

AI Driven Fraud, Financial and Cybercrime: Emerging Threats and The Evolving Landscape of AI versus AI

Number of pages: 25 Posted: 12 Aug 2025
Eren Kurshan, Tucker Balch, Dhagash Mehta and David Byrd
Princeton University, Emory University, BlackRock, Inc and Bowdoin College
Downloads 328 (242,568)

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Artificial Intelligence, Generative and Agentic AI, Fraud, Financial Crime, Cyberdefense, cybersecurity, Scam, finance

2.

AI Versus AI in Financial Crimes & Detection: GenAI Crime Waves to Co-Evolutionary AI

Number of pages: 8 Posted: 14 Nov 2024
Eren Kurshan, Dhagash Mehta, Tucker Balch and Bayan Bruss
Princeton University, BlackRock, Inc, Emory University and Capital One Bank
Downloads 129 (561,789)

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Artificial intelligence, generative AI, financial crime detection, fraud detection, machine learning

3.

On the Current and Emerging Challenges of Developing Fair and Ethical AI Solutions in Financial Services

Proceedings of the 2nd ACM International Conference on AI in Finance (ICAIF '21); doi:10.1145/3490354.3494408
Number of pages: 10 Posted: 02 Nov 2021
Eren Kurshan, Jiahao Chen, victor storchan and Hongda Shen
Princeton University, Parity, affiliation not provided to SSRN and University of Alabama at Huntsville
Downloads 117 (613,149)
Citation 1

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4.

Three-Dimensional Integration Technology: A Micro-Architectural Outlook

Number of pages: 35 Posted: 07 Oct 2024
Eren Kurshan
Princeton University
Downloads 68 (891,180)
Citation 1

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biomedical systems, embedded systems, computer architecture, low power design, energy efficiency

5.

3D Guard-Layer: An Integrated Agentic AI Safety System for Edge Artificial Intelligence

Number of pages: 8 Posted: 15 Aug 2025
Eren Kurshan, Yuan Xie and Paul D. Franzon
Princeton University, Hong Kong University of Science and Technology and North Carolina State University
Downloads 60 (961,006)

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6.

3D Stacking for AI Systems: Emulating Heterogeneous 3D Architectures for AI

Number of pages: 10 Posted: 04 Aug 2025
Eren Kurshan and Paul D. Franzon
Princeton University and North Carolina State University
Downloads 52 (1,041,696)

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3D Integration, 3DIC, System Integration, Artificial Intelligence AI, Neuromorphic Computing, Computing Systems and Optimization, Low Power Design, Temperature and Reliability Management

7.

From the Pursuit of Universal AGI Architecture to Systematic Approach to Heterogenous AGI: Addressing Alignment, Energy, & AGI Grand Challenges

Number of pages: 16 Posted: 02 Oct 2024
Eren Kurshan
Princeton University
Downloads 41 (1,170,409)
Citation 2

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artificial intelligence, computer science, artificial general intelligence, system design, computer architecture, neural networks

8.

Investigating the Effects of Task Scheduling on Thermal Behavior

Number of pages: 12 Posted: 02 Oct 2024
Eren Kurshan, Chen-Yong Cher, Alper Buyuktosunoglu and Pradip Bose
Princeton University, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center and IBM Corporation - Thomas J. Watson Research Center
Downloads 40 (1,183,237)

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low power design, computer system design and optimization, energy efficiency, thermal management, operating system

9.

Beyond Fairness Metrics: Roadblocks and Challenges for Ethical AI in Practice

Number of pages: 6 Posted: 02 Oct 2024
Eren Kurshan, Victor Storchan and Jiahao Chen
Princeton University, JP Morgan and Parity
Downloads 40 (1,183,237)

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Fairness, Algorithmic Bias, Artificial Intelligence, Ethics, AI ALIGNMENT

10.

Generational Knowledge Transfer for Model Robustness & Agility: Label Augmentation for Time-Sensitive Financial Services Applications

Number of pages: 8 Posted: 14 Nov 2024
Eren Kurshan and Hongda Shen
Princeton University and University of Alabama at Huntsville
Downloads 35 (1,263,436)

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artificial intelligence, machine learning, financial crime detection, fraud detection, knowledge distillation, knowledge transfer

11.

Temporal Knowledge Distillation for Time Sensitive Financial Services Applications

Number of pages: 7 Posted: 03 Oct 2024
Eren Kurshan and Hongda Shen
Princeton University and University of Alabama at Huntsville
Downloads 35 (1,249,711)

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artificial intelligence, transfer learning, financial services and banking

12.

Towards 3D AI Hardware: Fine-Grain Hardware Characterization of 3D Stacks for Heterogeneous System Integration & AI Systems

Number of pages: 6 Posted: 04 Oct 2024
Eren Kurshan and Paul D. Franzon
Princeton University and North Carolina State University
Downloads 34 (1,263,436)

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3D Integration, Computer architecture, System design and optimization, artificial intelligence, AI Hardware, high performance computing

13.

A Case for 3D Integrated System Design for Neuromorphic Computing & AI Applications

Number of pages: 21 Posted: 03 Oct 2024
Eren Kurshan, Hai Li, Mingoo Seok and Yuan Xie
Princeton University, Duke University, Columbia University and University of California, Santa Barbara (UCSB)
Downloads 34 (1,263,436)

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Artificial Intelligence, Neuromorphic Computing, System Architecture, 3D Integration, Deep Learning

14.

Knowledge-Base Graphs to Knowledge Graph-Based Computing: Integrated Semantic System for Artificial Intelligence

Number of pages: 7 Posted: 02 Oct 2024
Eren Kurshan
Princeton University
Downloads 32 (1,290,922)
Citation 1

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knowledge graph, graph computing, graph machine learning, computer system design and optimization, non von Neumann machines

15.

Deep Q-Network-based Adaptive Alert Threshold Selection Policy for Payment Fraud Systems in Retail Banking

Number of pages: 7 Posted: 03 Oct 2024
Eren Kurshan and Hongda Shen
Princeton University and University of Alabama at Huntsville
Downloads 29 (1,332,057)

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Reinforcement learning, Deep-Q Learning, Artificial Intelligence, Financial Services, Fraud and Financial Crime

16.

Is 3D chip technology the next growth engine for performance improvement?

Number of pages: 12 Posted: 02 Oct 2024
Eren Kurshan and P.G. Emma
Princeton University and Independent
Downloads 27 (1,359,097)

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High Performance Computing, 3D Integration, System Design

17.

An Evaluation of Deeply Decoupled Cores

Journal of Instruction-Level Parallelism 8 (2006) 1-20
Number of pages: 21 Posted: 02 Oct 2024
Eren Kurshan, Anahita Shayesteh, Suleyman Sair, Tim Sherwood and Glenn Reinman
Princeton University, University of California, Los Angeles (UCLA), North Carolina State University, University of California, Santa Barbara (UCSB) and University of California, Los Angeles (UCLA)
Downloads 26 (1,372,601)

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computer architecture, computer system design and optimization, Low power design, energy efficiency

18.

Power and Thermal Characterization of POWER6 System

Number of pages: 13 Posted: 02 Oct 2024
Eren Kurshan, Víctor Jiménez, Carlos Boneti, Francisco J. Cazorla, Roberto Gioiosa, Chen-Yong Cher and Canturk Isci
Princeton University, Barcelona Supercomputing Center, Rio de Janeiro State University, Barcelona Supercomputing Center, Barcelona Supercomputing Center, IBM Corporation - Thomas J. Watson Research Center and IBM Corporation - Thomas J. Watson Research Center
Downloads 25 (1,385,945)

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B.8.2 [Performance and Reliability]: Performance Analysis and Design Aids, D.2.8 [Software Engineering]: Metrics-Performance measures, D.4.8 [Operating Systems]: Performance-Measurements, I.6.4 [Simulation and Modeling]: Model Validation and Analysis Design, Experimentation, Measurement, Performance, power and thermal characterization, low power design, energy efficiency, computer system design and optimization

19.

GENERATIONAL LEARNING FOR ROBUST, AGILE AND COMPLIANT MODELS IN DYNAMIC ENVIRONMENTS THROUGH TEMPORAL KNOWLEDGE DISTILLATION

Number of pages: 22 Posted: 04 Aug 2025
Eren Kurshan and Hongda Shen
Princeton University and University of Alabama at Huntsville
Downloads 24 (1,411,822)

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Temporal Knowledge Distillation, Fraud Detection, Machine Learning, Cyberdefense Systems, Artificial Intelligence

20.

Spatial and Temporal Thermal Characterization of Stacked Multicore Architectures

Downloads 24 (1,385,945)

Spatial and Temporal Thermal Characterization of Stacked Multicore Architectures

Number of pages: 17 Posted: 02 Oct 2024
Eren Kurshan, J. Wakil, Mukta Farooq and Robert Hannon
Princeton University, IBM Research, IBM Research and IBM Research
Downloads 24 (1,445,011)

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MicroProcessors and MicroComputers Design, Management 3D integration, temperature characterization and optimization, multicore architecture, temperature-aware design

Spatial and Temporal Thermal Characterization of Stacked Multicore Architectures

Posted: 02 Oct 2024
Eren Kurshan, J. Wakil, Robert Hannon and Mukta Farooq
Princeton University, IBM Research, IBM Research and IBM Research

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MicroProcessors and MicroComputers Design, Management 3D integration, temperature characterization and optimization, multicore architecture, temperature-aware design

21.

3D stacking of high-performance processors

Number of pages: 12 Posted: 02 Oct 2024
Eren Kurshan, Emma Philip, Alper Buyuktosunoglu, Micheal Healy, Krishnan Kailas, Valentin Puente, Roy Yu, Allan Hartstein, Pardip Bose and Jamie Moreno
Princeton University, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center and IBM Corporation - Thomas J. Watson Research Center
Downloads 24 (1,399,036)

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high-performance computing, 3D integration, system design, microprocessor architectures

22.

Algorithmic Aspects of Uncertainty Driven Scheduling

Number of pages: 4 Posted: 02 Oct 2024
Eren Kurshan, Seda Ogrenci Memik, Ankur Srivastava and Majid Sarrafzadeh
Princeton University, University of California Los Angeles, University of California Los Angeles and University of California Los Angeles
Downloads 23 (1,411,822)

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low power design, energy efficiency, computer system design and optimization

23.

Power-Efficient, Reliable Microprocessor Architectures: Modeling and Design Methods

Posted: 03 Oct 2024
Eren Kurshan, Pradip Bose, Alper Buyuktosunoglu, Chen-Yong Cher, Meeta S. Gupta, Hendrik Hamann, Hans Jacobson, Niti Madan, Indira Nair, Jude A. Rivers, Jeonghee Shin, Alan J. Weger and Victor Zyuban
Princeton University, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center and IBM Corporation - Thomas J. Watson Research Center

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computer architecture, high-performance computing, computer system design and optimization, low power design, energy efficiency, reliability

24.

An Information-theoretic Framework for Optimal Temperature Sensor Allocation and Full-chip Thermal Monitoring

Posted: 02 Oct 2024
Eren Kurshan, Huapeng Zhou, Xin Li, Shi-Chune Yao and Haifeng Qian
Princeton University, Carnegie Mellon University, Carnegie Mellon University, Carnegie Mellon University and IBM

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2 [Integrated Circuits]: Design Aids -Verification Thermal Monitoring, Integrated Circuit, computer system design, computer system design and optimization, thermal monitoring, low power design, run-time management, energy efficiency, reliability, temperature monitoring

25.

Trends and Techniques for Energy Efficient Architectures

Posted: 02 Oct 2024
Eren Kurshan, Vıctor Jimenez, Roberto Gioiosa, Francisco J. Cazorla, Chen-Yong Cher, Alper Buyuktosunoglu, Pradip Bose and Mateo Valero
Princeton University, Barcelona Supercomputing Center, Barcelona Supercomputing Center, Barcelona Supercomputing Center, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center and Barcelona Supercomputing Center

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energy efficiency, computer architecture, computer system design and optimization, low power design

26.

Energy-Aware Accounting and Billing in Large-Scale Computing Facilities

IEEE Computer Society | 2011
Posted: 02 Oct 2024
Vıctor Jimenez, Roberto Gioiosa, Francisco J. Cazorla, Mateo Valero, Eren Kurshan, Canturk Isci and Alper Buyuktosunoglu
Barcelona Supercomputing Center, Barcelona Supercomputing Center, Barcelona Supercomputing Center, Barcelona Supercomputing Center, Princeton University, IBM Corporation - Thomas J. Watson Research Center and IBM Corporation - Thomas J. Watson Research Center

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low power design, energy efficiency, cloud computing, computer system design and optimization

27.

Low-Overhead Core Swapping for Thermal Management

B. Falsafi and T.N. Vijaykumar (Eds.): PACS 2004, LNCS 3471, pp. 46–60, 2005
Posted: 02 Oct 2024
Eren Kurshan, Glenn Reinman, Suleyman Sair, Anahita Shayesteh and Tim Sherwood
Princeton University, University of California, Los Angeles (UCLA), North Carolina State University, University of California, Los Angeles (UCLA) and University of California, Santa Barbara (UCSB)

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low power design, power management, energy efficiency, computer system design and optimization, run-time management

28.

Financial Crime & Fraud Detection Using Graph Computing: Application Considerations & Outlook

Posted: 02 Oct 2024
Eren Kurshan, Hongda Shen and Haojie Yu
Princeton University, University of Alabama at Huntsville and Georgia Institute of Technology

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Artificial Intelligence, Machine Learning, Fraud Detection, Financial Crime Detection, Money Laundering, Graph Computing, Algorithms

29.

Opportunities and Challenges for 3D Systems and Their Design

IEEE Design & Test of Computers, September/October 2009
Posted: 02 Oct 2024
Emma Philip and Eren Kurshan
IBM Corporation - Thomas J. Watson Research Center and Princeton University

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3D Integration, computer system design and optimization, high performance computing, computer architecture

30.

Global Resource Sharing for Synthesis of Control Data Flow Graphs on FPGAs

Posted: 02 Oct 2024
Eren Kurshan, Seda Ogrenci Memik and Gokhan Memik
Princeton University, University of California Los Angeles and University of California Los Angeles

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FPGA, high performance computing, computer methodology, low power design, energy efficiency

31.

Hotspot Monitoring and Temperature Estimation with Miniature On-Chip Temperature Sensors

Posted: 02 Oct 2024
Pavan Kumar Chundi, Yini Zhou, Martha Kim, Eren Kurshan and Mingoo Seok
Columbia University, Columbia University, Columbia University, Princeton University and Columbia University

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low power design, run-time management, energy effiency, computing system design and optimization, computer architecture

32.

Exploring the Vulnerability of CMPs to Soft Errors with 3D Stacked Nonvolatile Memory

Posted: 02 Oct 2024
Eren Kurshan, Guangyu Sun and Yuan Xie
Princeton University, Pennsylvania State University and Pennsylvania State University

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reliability, computer architecture, high-performance computing, 3D integration, system design and optimization

33.

Thermal-aware 3D Design for Side-channel Information Leakage

Posted: 02 Oct 2024
Peng Gu, Dylan Stow, Russell Barnes, Eren Kurshan and Yuan Xie
University of California, Santa Barbara (UCSB), University of California, Santa Barbara (UCSB), University of California, Santa Barbara (UCSB), Princeton University and University of California, Santa Barbara (UCSB)

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hardware security, computer security, 3D integration, computer system design and optimization

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Reliability, availability, and service ability, D.4.1 [Operating System]: Process Management-Scheduling, high performance computing, system design and optimization, computer architecture and system design

35.

Design, CAD and Technology Challenges for Future Processors: 3D Perspectives

Posted: 02 Oct 2024
Eren Kurshan
Princeton University

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B.7.1 [Integrated Circuits]: Types and Design Styles Design, Performance 3D Integration, 3DI, Microprocessors, computer architecture, computer system design and optimization

36.

Leveraging 3D Technologies for Hardware Security: Opportunities and Challenges

Posted: 02 Oct 2024
Peng Gu, Shuangchen Li, Dylan Stow, Russell Barnes, Liu Liu, Yuan Xie and Eren Kurshan
University of California, Santa Barbara (UCSB), University of California, Santa Barbara (UCSB), University of California, Santa Barbara (UCSB), University of California, Santa Barbara (UCSB), University of California, Santa Barbara (UCSB), University of California, Santa Barbara (UCSB) and Princeton University

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Hardware security, computer security, computer system design and optimization, 3D integration

37.

Towards Self-Regulating AI: Challenges and Opportunities of AI Model Governance in Financial Services

ICAIF ’20, October 15–16, 2020 https://doi.org/10.1145/3383455.3422564
Posted: 02 Oct 2024
Eren Kurshan, Eren Kurshan, Hongda Shen and Jiahao Chen
Princeton University, Columbia University, University of Alabama at Huntsville and JP Morgan Chase - J. P. Morgan AI Research

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Financial services, model governance, model risk management, machine learning, artificial intelligence, neural networks, reinforcement learning

38.

Fast Poisson Solvers for Thermal Analysis

ACM Transactions on Design Automation of Electronic Systems, volume 17, issue 3, 2012[10.1145/2209291.2209305]
Posted: 02 Oct 2024
Eren Kurshan
Princeton University

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B.7.2 [Integrated Circuits]: Design Aids-Simulation Design, Algorithms, Reliability Thermal analysis, fast Poisson solver, temperature and power modeling, energy efficiency, low power design, computer architecture

39.

Temperature Variation Characterization and Thermal Management of Multicore Architectures

IEEE Computer Society | 2009
Posted: 02 Oct 2024
Eren Kurshan and Chen-Yong Cher
Princeton University and IBM Corporation - Thomas J. Watson Research Center

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40.

Investigating the Effects of Fine-Grain Three-Dimensional Integration on Microarchitecture Design

ACM Journal on Emerging Technologies in Computing Systems, Vol. 4, No. 4, Article 17, October 2008
Posted: 02 Oct 2024
Yuchun Ma, Yongxiang Liu, Eren Kurshan, Glenn Reinman and Jason Cong
Tsinghua University, University of California, Los Angeles (UCLA), Princeton University, University of California, Los Angeles (UCLA) and University of California, Los Angeles (UCLA)

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B.7.0 [Integrated Circuits]: General, C.1.0 [Processor Architectures]: General Design, Performance 3D integration, thermal, microarchitecture, 3D packing

41.

Characterizing Power and Temperature Behavior of POWER6-Based System

IEEE Journal on Emerging and Selected Topics in Circuits and Systems, Vol. 1, No. 3, September 2011
Posted: 02 Oct 2024
Víctor Jiménez, Francisco J. Cazorla, Roberto Gioiosa, Mateo Valero, Carlos Boneti, Eren Kurshan, Chen-Yong Cher, Canturk Isci, Alper Buyuktosunoglu and Pradip Bose
Barcelona Supercomputing Center, Barcelona Supercomputing Center, Barcelona Supercomputing Center, Barcelona Supercomputing Center, Rio de Janeiro State University, Princeton University, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center, IBM Corporation - Thomas J. Watson Research Center and IBM Corporation - Thomas J. Watson Research Center

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high performance computing, computer architecture, power and temperature characterization, low power design, energy efficiency

42.

Analysis and Mitigation of Lateral Thermal Blockage Effect of Through-Silicon-Via in 3D IC Designs

Posted: 02 Oct 2024
Eren Kurshan, Yibo Chen, Dave Motschman, Charles Johnson and Yuan Xie
Princeton University, IBM Research, IBM Research, IBM Research and Shandong University of Technology

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3D Integration, Temperature Management, Computer System Design and Optimization, Low Power Design, System Reliability

43.

A Systems Perspective on 3d Design: What Is 3d? and What is 3d Good For?

Posted: 02 Oct 2024
Eren Kurshan
Princeton University

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3D System integration, computer system design and optimization, computer architecture

44.

Thermomechanical Stress-Aware Management for 3D IC Designs

Posted: 02 Oct 2024
Eren Kurshan, Qiaosha Zou Zou, Tao Zhang and Yuan Xie
Princeton University, Princeton University, Princeton University and Princeton University

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3D system design, computer system design and optimization, low power design, reliability, energy efficient design, thermal management

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low power design, microprocessor, computer architecture, system optimization, system design, energy efficiency

46.

Early Quality Assessment for Low Power Behavioral Synthesis

Posted: 02 Oct 2024
Eren Kurshan, Rajarshi Mukherjee and Seda Ogrenci Memik
Princeton University, Northwestern University and Northwestern University

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Power Optimization, Scheduling, Binding, Metric-Based Evaluation, Temperature Optimization, High-Level Synthesis

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Thermal characterization, Dynamic Thermal Management, 3D Microprocessor Architectures, run-time management, computer system design and optimization

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computer architecture, system design and optimization, high performance computing, thermal management, temperature management, energy efficiency, low power design

49.

Early Evaluation Techniques for Low Power Binding

Posted: 02 Oct 2024
Eren Kurshan, Ankur Srivastava, Seda Ogrenci Memik and Majid Sarrafzadeh
Princeton University, University of California Los Angeles, University of California Los Angeles and University of California Los Angeles

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[Design] High Level Synthesis, Power Optimization, Scheduling, Resource Binding Low Power Design, Scheduling, Resource Binding, Metric Evaluation

50.

3D System Design: A Case for Building Customized Modular Systems in 3D

Posted: 02 Oct 2024
Eren Kurshan
Princeton University

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3D System integration, high performance computing, computer design and optimization, computer architecture

51.

Graph Computing for Financial Crime and Fraud Detection: Trends, Challenges and Outlook

Posted: 01 Oct 2024
Eren Kurshan and Hongda Shen
Princeton University and University of Alabama at Huntsville

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Artificial Intelligence, Machine Learning, Graph Computing, Fraud Detection, Financial Crime Detection, Anti-Money Laundering, Algorithms, Financial Services

52.

The Agentic Regulator: Risks for AI in Finance and a Proposed Agent-based Framework for Governance

Number of pages: 8
Eren Kurshan
Princeton University
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Artificial Intelligence, AI Regulation, Generative AI, Agentic AI, Model Governance, AI Model Risk Management, Financial Services