Nothing Special   »   [go: up one dir, main page]

skip to main content
10.1145/3569052.3578922acmconferencesArticle/Chapter ViewAbstractPublication PagesispdConference Proceedingsconference-collections
research-article
Open access

Electromigration Assessment in Power Grids with Account of Redundancy and Non-Uniform Temperature Distribution

Published: 26 March 2023 Publication History

Abstract

A recently proposed methodology for electromigration (EM) assessment in on-chip power/ground grid of integrated circuits has been validated by means of measurements, performed on dedicated test grids. IR drop degradation in the grid is used for defining the EM failure criteria. Physics-based models are involved for simulation of EM-induced stress evolution in interconnect structures, void formation and evolution, resistance increase of the voided segments, and consequent re-distribution of electric current in the redundant grid paths. A grid-like test structure, fabricated with a 65 nm technology and consisting of two metal layers, allowed to calibrate the voiding models by tracking voltage evolution in all grid nodes in experiment and in simulation. Good fit of the measured and simulated time-to-failure (TTF) probability distribution was obtained in both cases of uniform and non-uniform temperature distribution across the grid. The second test grid was fabricated with a 28 nm technology, consisted of 4 metal layers, and contained power and ground nets connected to "quasi-cells" with poly-resistors, which were specially designed for operating at elevated temperatures ~350°C. The existing current distributions resulted in different behavior of EM-induced failures in these nets: a gradual voltage evolution in power net, and sharp changes in ground net were observed in experiment, and successfully reproduced in simulations.

References

[1]
Z. Moudallal, V. Sukharev, and F. N. Najm, "Power Grid Fixing for Electromigration-induced Voltage Failures", IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1--8, 2019.
[2]
S. Chatterjee, V. Sukharev, and F. N. Najm, "Power grid electromigration checking using physics-based models," IEEE Trans. Comput.-Aided Design Inegr. Circuits Syst., vol. 37, no. 7, pp. 1317--1330, 2018.
[3]
M. A. Korhonen, P. Borgesen, K. N. Tu, and C.-Y. Li, "Stress evolution due to electromigration in confined metal lines," J. Appl. Phys., vol. 73, no. 8, pp. 3790--3799, 1993.
[4]
V. Sukharev, A. Kteyan, F.N. Najm et al, "Experimental Validation of a Novel Methodology for Electromigration Assessment in On-chip Power Grids", IEEE TCAD, 2021.
[5]
A. Kteyan, V. Sukharev, C. Kim, and Y. Yi, "Novel methodology for temperature-aware electromigration assessment in on-chip power grid: simulations and experimental validation", 2022 IEEE International Reliability Physics Symposium (IRPS), Dallas, TX, USA, 2022, pp. 8C.1-1-8C.1-10.
[6]
C. Zhou, R. Fung, S.-J. Wen, R. Wong, and C. Kim, "Electromigration effects in power grids characterized from a 65 nm test chip," IEEE Trans. Device Mater. Rel., vol.20, no.1, pp. 74--83, 2020.
[7]
Z. Suo, "Reliability of Interconnect Structures" in Volume 8: Interfacial and Nanoscale Failure, edited by W. Gerberich, W. Yang, Comprehensive Structural Integrity, Elsevier, Amsterdam, 2003, pp. 265--324.
[8]
V. Sukharev, A. Kteyan, and X. Huang, "Postvoiding stress evolution in confined metal lines," IEEE Trans. Device Mater. Rel., 16, no. 1, pp. 50--60, 2016.
[9]
A.V. Vairagar, S.G. Mhaisalkar, A. Krishnamoorthy, K.N. Tu, A.M. Gusak, M.A. Meyer, and E. Zschech, Applied Physics Letters 85, 2502 (2004).
[10]
A. Kteyan and V. Sukharev, "Physics-based simulation of stress-induced and electromigration-induced voiding and their interactions in on-chip interconnects," Microelectronic Eng., vol. 247, pp. 111585 1--7, 2021.
[11]
S. Chatterjee, M. Fawaz, and F.N. Najm, "Redundancy-Aware Electromigration Checking for Mesh Power Grids", IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2013.

Cited By

View all
  • (2024)Electromigration in Nano-Interconnects: Determining Reliability Margins in Redundant Mesh Networks Using a Scalable Physical–Statistical Hybrid ParadigmMicromachines10.3390/mi1508095615:8(956)Online publication date: 26-Jul-2024
  • (2024)Fast Estimation for Electromigration Nucleation Time Based on Random Activation Energy Model2024 Design, Automation & Test in Europe Conference & Exhibition (DATE)10.23919/DATE58400.2024.10546741(1-2)Online publication date: 25-Mar-2024

Index Terms

  1. Electromigration Assessment in Power Grids with Account of Redundancy and Non-Uniform Temperature Distribution

    Recommendations

    Comments

    Please enable JavaScript to view thecomments powered by Disqus.

    Information & Contributors

    Information

    Published In

    cover image ACM Conferences
    ISPD '23: Proceedings of the 2023 International Symposium on Physical Design
    March 2023
    278 pages
    ISBN:9781450399784
    DOI:10.1145/3569052
    This work is licensed under a Creative Commons Attribution International 4.0 License.

    Sponsors

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 26 March 2023

    Check for updates

    Author Tags

    1. failure analysis
    2. power grids
    3. reliability theory
    4. stress

    Qualifiers

    • Research-article

    Conference

    ISPD '23
    Sponsor:
    ISPD '23: International Symposium on Physical Design
    March 26 - 29, 2023
    Virtual Event, USA

    Acceptance Rates

    Overall Acceptance Rate 62 of 172 submissions, 36%

    Upcoming Conference

    ISPD '25
    International Symposium on Physical Design
    March 16 - 19, 2025
    Austin , TX , USA

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)196
    • Downloads (Last 6 weeks)18
    Reflects downloads up to 16 Feb 2025

    Other Metrics

    Citations

    Cited By

    View all
    • (2024)Electromigration in Nano-Interconnects: Determining Reliability Margins in Redundant Mesh Networks Using a Scalable Physical–Statistical Hybrid ParadigmMicromachines10.3390/mi1508095615:8(956)Online publication date: 26-Jul-2024
    • (2024)Fast Estimation for Electromigration Nucleation Time Based on Random Activation Energy Model2024 Design, Automation & Test in Europe Conference & Exhibition (DATE)10.23919/DATE58400.2024.10546741(1-2)Online publication date: 25-Mar-2024

    View Options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Login options

    Figures

    Tables

    Media

    Share

    Share

    Share this Publication link

    Share on social media