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research-article

Exploration and Optimization of 3-D Integrated DRAM Subsystems

Published: 01 April 2013 Publication History

Abstract

Energy efficiency is the major optimization criterion for systems-on-chip (SoCs) for mobile devices (smartphones and tablets). Through silicon via (TSV) technology enables 3-D integration of dies and the heterogeneous stacking of multiple memory or logic layers, allowing increased bandwidth and lower energy consumption of the memory interface compared to traditional approaches. In this paper, we explore the 3-D-DRAM architecture design space. The result is an optimized 2 Gb 3-D-DRAM, which shows a 83% lower energy/bit than a 2 Gb ${\rm LPDDR2},\times32$ device. Furthermore, we propose a highly energy-efficient DRAM subsystem for next-generation 3-D-integrated SoCs, consisting of a SDR/DDR 3-D-DRAM controller and an attached 3-D-DRAM cube with fine-grained access and a flexible (WIDE-IO) interface. We assess the energy efficiency using a synthesizable model of the SDR/DDR 3-D-DRAM channel controller (CC) as well as functional models of the 3-D-stacked DRAM, including an accurate power estimation engine. We also investigate different DRAM families (WIDE IO SDR/DDR, LPDDR, and LPDDR2) and densities from 256 Mb to 4 Gb per channel. The implementation results of the proposed 3-D-DRAM subsystem show that energy optimized accesses to the 3-D-DRAM enable up to 50% energy savings compared to standard accesses. To the best of our knowledge this is the first design space exploration for 3-D-stacked DRAM considering different technologies based on real-world physical data and the first design of a 3-D-DRAM CC and 3-D-DRAM model featuring co-optimization of memory and controller architecture.

Cited By

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  • (2022)Data ConvectionProceedings of the ACM on Measurement and Analysis of Computing Systems10.1145/35080276:1(1-25)Online publication date: 28-Feb-2022
  • (2020)A Low Power In-DRAM Architecture for Quantized CNNs using Fast Winograd ConvolutionsProceedings of the International Symposium on Memory Systems10.1145/3422575.3422790(158-168)Online publication date: 28-Sep-2020
  • (2020)An Energy Efficient 3D-Heterogeneous Main Memory Architecture for Mobile DevicesProceedings of the International Symposium on Memory Systems10.1145/3422575.3422786(114-125)Online publication date: 28-Sep-2020
  • Show More Cited By

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cover image IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems  Volume 32, Issue 4
April 2013
168 pages

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IEEE Press

Publication History

Published: 01 April 2013

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Cited By

View all
  • (2022)Data ConvectionProceedings of the ACM on Measurement and Analysis of Computing Systems10.1145/35080276:1(1-25)Online publication date: 28-Feb-2022
  • (2020)A Low Power In-DRAM Architecture for Quantized CNNs using Fast Winograd ConvolutionsProceedings of the International Symposium on Memory Systems10.1145/3422575.3422790(158-168)Online publication date: 28-Sep-2020
  • (2020)An Energy Efficient 3D-Heterogeneous Main Memory Architecture for Mobile DevicesProceedings of the International Symposium on Memory Systems10.1145/3422575.3422786(114-125)Online publication date: 28-Sep-2020
  • (2017)An all-digital delay-locked loop for 3-D ICs die-to-die clock deskew applicationsMicroelectronics Journal10.1016/j.mejo.2017.10.00870:C(63-71)Online publication date: 1-Dec-2017
  • (2017)A Customized Many-Core Hardware Acceleration Platform for Short Read Mapping Problems Using Distributed Memory Interface with 3D---Stacked ArchitectureJournal of Signal Processing Systems10.1007/s11265-016-1204-887:3(327-341)Online publication date: 1-Jun-2017
  • (2017)DRAMSpecInternational Journal of Parallel Programming10.1007/s10766-016-0473-y45:6(1566-1591)Online publication date: 1-Dec-2017
  • (2016)A power-efficient 3-D on-chip interconnect for multi-core accelerators with stacked L2 cacheProceedings of the 2016 Conference on Design, Automation & Test in Europe10.5555/2971808.2972149(1465-1468)Online publication date: 14-Mar-2016
  • (2016)Disturbance Relaxation for 3D Flash MemoryIEEE Transactions on Computers10.1109/TC.2015.245166065:5(1467-1483)Online publication date: 1-May-2016
  • (2016)FFTs with Near-Optimal Memory Access Through Block Data LayoutsJournal of Signal Processing Systems10.1007/s11265-015-1018-085:1(67-82)Online publication date: 1-Oct-2016
  • (2016)Built-In Self-Test Design for the 3D-Stacked Wide-I/O DRAMJournal of Electronic Testing: Theory and Applications10.1007/s10836-016-5570-832:2(111-123)Online publication date: 1-Apr-2016
  • Show More Cited By

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