[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.1145/1146909.1147160acmconferencesArticle/Chapter ViewAbstractPublication PagesdacConference Proceedingsconference-collections
Article

A thermally-aware performance analysis of vertically integrated (3-D) processor-memory hierarchy

Published: 24 July 2006 Publication History

Abstract

Three-dimensional (3-D) integrated circuits have emerged as promising candidates to overcome the interconnect bottlenecks of nanometer scale designs. While they offer several other advantages, it is expected that the benefits from this technology can potentially be off-set by thermal considerations which impact chip performance and reliability. The work presented in this paper is the first attempt to study the performance benefits of 3-D technology under the influence of such thermal constraints. Using a processor-cache-memory system and carefully chosen applications encompassing different memory behaviors, the performance of 3-D architecture is compared with a conventional planar (2-D) design. It is found that the substantial increase in memory bus frequency and bus width contribute to a significant reduction in execution time with a 3-D design. It is also found that increasing the clock frequency translates into larger gains in system performance with 3-D designs than for planar 2-D designs in memory intensive applications. The thermal profile of the vertically stacked chip is generated taking into account the highly temperature sensitive leakage power dissipation. The maximum allowed operating frequency imposed by temperature constraint is shown to be lower for 3-D than for 2-D designs. In spite of these constraints, it is shown that the 3-D system registers large performance improvement for memory intensive applications.

References

[1]
International Technology Roadmap for Semiconductors (ITRS), 2004 edition, (http://public.itrs.net/)
[2]
P. Gelsinger, 41st DAC Keynote, Design Automation Conference, 2004. (http://www.dac.com)
[3]
S. Borkar et al., "Parameter Variations and Impact on Circuits and Microarchitecture," DAC, 2003, pp. 338--342.
[4]
S. Borkar, "Low-Power Design Challenges for the Decade," ASP-DAC, 2001, pp. 293--296.
[5]
K. Banerjee et al. "3-D ICs: A Novel Chip Design for Improving Deep-Submicrometer Interconnect Performance and Systems-on-Chip Integration," Proc of the IEEE, Vol. 89, pp. 602-- 633, 2001.
[6]
A. Rahman and R. Reif, "System-level Performance Evaluation of Three-dimensional Integrated Circuits", TVLSI, Vol. 8, pp. 671--678, 2000.
[7]
W. R. Davis, et al., "Demystifying 3D ICs: The Pros and Cons of Going Vertical," IEEE Design & Test of Computers, Vol. 22, pp. 498--510, 2005.
[8]
A. Zeng et al., "First-Order Performance Prediction of Cache Memory with Wafer-Level 3D Integration," IEEE Design & Test of Computers, Volume 22, Number 6, pp. 548 -- 555, 2005.
[9]
S.A. Kuhn et al., "Performance modeling of the interconnect structure of a three-dimensional integrated RISC processor/cache system," IEEE Trans. CPMT, Part B: Adv. Packag., Vol. 19, pp. 719--727, 1996.
[10]
M.B. Kleiner et al., "Performance improvement of the memory hierarchy of RISC-systems by application of 3-D technology, "Trans. CPMT, Part B: Adv. Packaging, Vol. 19, pp. 709 -- 718, 1996.
[11]
C. Liu et al., "Bridging the Processor-Memory Performance Gap with 3D IC Technology, "IEEE Design & Test of Computers, Vol. 22, pp. 556 -- 564, 2005.
[12]
P. Jacob et al., "Predicting the Performance of a 3D Processor-Memory Chip Stack, "IEEE Design & Test of Computers, Vol. 22, pp. 540 -- 547, 2005.
[13]
S. Im and K. Banerjee, "Full Chip Thermal Analysis of Planar (2-D) and Vertically Integrated (3-D) High Performance ICs," IEDM, 2000, pp. 727--730.
[14]
A. Akturk et al., "Self-Consistent Modeling of Heating and MOSFET Performance in 3-D Integrated Circuits," IEEE TED, Vol. 52, pp. 2395--2403, 2005.
[15]
MicronTM 128Mb synchronous DRAM datasheet, 2001.
[16]
V. Cuppu et al., "A Performance Comparison of Contemporary DRAM Architectures," ISCA, 1999, pp. 222--233.
[17]
K. Nabors and J. White, "FastCap: A Multipole Accelerated 3-D Capacitance Extraction Program", IEEE TCAD, Vol. 10, pp. 1447--1459, 1991.
[18]
R. Desikan et al., "Sim-alpha: a validated execution driven alpha 21264 simulator," Technical Report TR-01-23, Department of Computer Sciences, University of Texas at Austin, 2001.
[19]
D. Burger and T. M. Austin. "The SimpleScalar Tool Set Version 2.0," Technical Report 1342, Computer Sciences Department, University of Wisconsin--Madison, 1997.
[20]
P. Shivakumar and N. Jouppi. "CACTI 3.0: An integrated cache timing, power and area model," Technical Report, Compaq WRL, 2001.
[21]
J. L. Henning, "SPEC CPU2000".
[22]
A. J. KleinOsowski and D. J. Lilja, "MinneSPEC: A new SPEC benchmark workload for simulation-based computer architecture research," IEEE Computer Architecture Letters, Vol. 1, 2002.
[23]
W. A. Wulf and S.A. McKee, "Hitting the Memory Wall: Implication of the Obvious," ACM Computer Architecture News, 23(1):20--24, 1995.
[24]
K. Banerjee et al., "Analysis and Optimization of Thermal Issues in High-Performance VLSI," ISPD, 2001, pp. 230--237.
[25]
A. H. Ajami et al., "Modeling and Analysis of Non-Uniform Substrate Temperature Effects on Global ULSI Interconnects," TCAD, Vol. 24, pp. 849--861, 2005.
[26]
K. Banerjee et al., "A self-consistent junction temperature estimation methodology for nanometer scale ICs with implications for performance and thermal management," IEEE IEDM, 2003, pp. 887--890.
[27]
S-C. Lin et al., "A Thermally Aware Methodology for Design-Specific Optimization of Supply and Threshold Voltages in Nanometer Scale ICs," ICCD, 2005, pp. 411--416.
[28]
S-C. Lin et al., "Analysis and Implications of IC Cooling for Deep Nanometer Scale CMOS Technologies," IEEE IEDM, 2005, pp. 1041--1044.
[29]
M. K. Gowan et al., "Power Considerations in the Design of the Alpha 21264 Microprocessor," DAC, 1998, pp. 726--731.
[30]
Y. Zhang et al., "HotLeakage: A Temperature-Aware Model of Subthreshold and Gate Leakage for Architects," Technical Report CS-2003-05, Dept. of Computer Science, Univ. of Virginia, 2003.
[31]
Y. Joo et al., "Energy Exploration and Reduction of SDRAM Memory Systems," DAC, 2002, pp. 892--897.
[32]
P. Benkart et al., "3D Chip Stack Technology Using Through-Chip Interconnects," IEEE Design & Test of Computers, Vol. 22, pp. 512--518, 2005.

Cited By

View all
  • (2024)Performance Analysis of 3D Stacked Memory Architectures in High Performance Computing2024 4th International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE)10.1109/ICACITE60783.2024.10616405(1634-1637)Online publication date: 14-May-2024
  • (2023)Thermal Management for 3D-Stacked Systems via Unified Core-Memory Power RegulationACM Transactions on Embedded Computing Systems10.1145/360804022:5s(1-26)Online publication date: 31-Oct-2023
  • (2022)Data ConvectionProceedings of the ACM on Measurement and Analysis of Computing Systems10.1145/35080276:1(1-25)Online publication date: 28-Feb-2022
  • Show More Cited By

Index Terms

  1. A thermally-aware performance analysis of vertically integrated (3-D) processor-memory hierarchy

      Recommendations

      Comments

      Please enable JavaScript to view thecomments powered by Disqus.

      Information & Contributors

      Information

      Published In

      cover image ACM Conferences
      DAC '06: Proceedings of the 43rd annual Design Automation Conference
      July 2006
      1166 pages
      ISBN:1595933816
      DOI:10.1145/1146909
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

      Sponsors

      Publisher

      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 24 July 2006

      Permissions

      Request permissions for this article.

      Check for updates

      Author Tags

      1. 3D ICs
      2. VLSI
      3. performance modeling
      4. processor-memory
      5. thermal analysis
      6. three dimensional
      7. vertical integration

      Qualifiers

      • Article

      Conference

      DAC06
      Sponsor:
      DAC06: The 43rd Annual Design Automation Conference 2006
      July 24 - 28, 2006
      CA, San Francisco, USA

      Acceptance Rates

      Overall Acceptance Rate 1,770 of 5,499 submissions, 32%

      Upcoming Conference

      DAC '25
      62nd ACM/IEEE Design Automation Conference
      June 22 - 26, 2025
      San Francisco , CA , USA

      Contributors

      Other Metrics

      Bibliometrics & Citations

      Bibliometrics

      Article Metrics

      • Downloads (Last 12 months)26
      • Downloads (Last 6 weeks)3
      Reflects downloads up to 14 Dec 2024

      Other Metrics

      Citations

      Cited By

      View all
      • (2024)Performance Analysis of 3D Stacked Memory Architectures in High Performance Computing2024 4th International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE)10.1109/ICACITE60783.2024.10616405(1634-1637)Online publication date: 14-May-2024
      • (2023)Thermal Management for 3D-Stacked Systems via Unified Core-Memory Power RegulationACM Transactions on Embedded Computing Systems10.1145/360804022:5s(1-26)Online publication date: 31-Oct-2023
      • (2022)Data ConvectionProceedings of the ACM on Measurement and Analysis of Computing Systems10.1145/35080276:1(1-25)Online publication date: 28-Feb-2022
      • (2021)Performance and Area Trade-Off of 3D-Stacked DRAM Based Chip Multiprocessor with Hybrid InterconnectIEEE Transactions on Emerging Topics in Computing10.1109/TETC.2019.29468879:4(1945-1959)Online publication date: 1-Oct-2021
      • (2020)Evaluation of the Potential Electromagnetic Interference in Vertically Stacked 3D Integrated CircuitsApplied Sciences10.3390/app1003074810:3(748)Online publication date: 21-Jan-2020
      • (2019)PredictNcoolACM Transactions on Embedded Computing Systems10.1145/335820818:5s(1-22)Online publication date: 8-Oct-2019
      • (2019)Enhanced Phase-Driven $Q$ -Learning-Based DRM for Multicore ProcessorsIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems10.1109/TCAD.2018.287701438:11(2022-2031)Online publication date: Nov-2019
      • (2018)Thermal-aware task and data co-allocation for multi-processor system-on-chips with 3D-stacked memoriesProceedings of the 2018 Conference on Research in Adaptive and Convergent Systems10.1145/3264746.3264771(243-248)Online publication date: 9-Oct-2018
      • (2018)PowerCoolIEEE Transactions on Computers10.1109/TC.2017.269517967:1(73-85)Online publication date: 1-Jan-2018
      • (2017)An efficient leakage-aware thermal simulation approach for 3D-ICs using corrected linearized model and algebraic multigridProceedings of the Conference on Design, Automation & Test in Europe10.5555/3130379.3130663(1207-1212)Online publication date: 27-Mar-2017
      • Show More Cited By

      View Options

      Login options

      View options

      PDF

      View or Download as a PDF file.

      PDF

      eReader

      View online with eReader.

      eReader

      Media

      Figures

      Other

      Tables

      Share

      Share

      Share this Publication link

      Share on social media