Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Cmosaic
1. 3D Stacked Architectures
with Interlayer Cooling -
CMOSAIC
Prof. John R. Thome, LTCM-EPFL, Project
Coordinator
Prof. Yusuf Leblebici, LSM-EPFL
Prof. Dimos Poulikakos, LTNT-ETHZ
Prof. Wendelin Stark, FML-ETHZ
Prof. David Atienza Alonso, ESL-EPFL
Dr. Bruno Michel, IBM Zürich Research
Laboratory
3. Two-Phase Cooling of 3D
Stacked Microprocessors
PhD student: Yassir
3D integration & thermal management
Madhour
Vertical electrical interconnect:
Through-Silicon-Via (TSV)
3D integration opportunities & threats How to remove heat from a chip stack: interlayer
cooling
Global wire length reduction
Memory-on-core stacking with vertical electrical Scales with number of dies whereas backside
communication → massive core-to-cache bandwidth cooling scales only with die area
Shorter wires & no repeaters → improved power 3 Heat removal: refrigerant two-phase cooling
4
efficiency Two-phase: no electrical insulation, minimal
Threats: heat flux accumulation, additional thermal temperature gradients, automatic hot-spot heat
resistances, peak temperatures removal BUT dry-out problem, complex system
IBM: Thomas Brunschwiler, Ute Drechsler and Martin Witzig
4. Test
Vehicles for Stacked
Microprocessors PhD
• Interlayer cooling with evaporated dielectric fluid.
• Solder: « eutectic » 3.5Ag-Sn, low melting temperature: 221°C. student:
• Designs A & B Yassir
• Present project status: package design optimization.
Madhour
A
B
IBM:
Thomas
Brunschwiler
, Ute C4 solder bumps as «pin fins»
Diameter: 50 to 100μm
Drechsler Pitch: 100 to 200μm
Heat transfer: microchannels / pin fins
Thin film bond: 5 to 10μm
and Martin
5. Wafer-Level TSV Compatible to
Liquid Cooling of High Performance CMOS
Ph.D. Students: Michael Zervas, Yuksel Temiz
• Wafer-level and CMOS compatible TSV process. Daisy-chain interconnections patterned
on TSVs.
• Very flat surface after TSV fabrication that allows.
further lithographic steps.
• 900 TSVs connected in a single daisy chain.
• Resistance per TSV 0.7 Ohm.
6. Die-Level Through-Silicon-Via Fabrication
Platform
Ph.D. Students: Yuksel Temiz, Michael Zervas
• Wafer reconstitution and stencil lithography.
Stencil Lithography
• Die-level etching and thin-film patterning.
• Die-level Cu electroplating.
Electroplating
7. Fabrication of Two-Phase Cooling Test
Chips
Ph.D. Students: Yuksel Temiz (LSM), Sylwia Szczukiewicz (LTCM)
• Front-side metal patterning.
• Front-side DRIE for inlet/outlet
openings.
• Back-side DRIE for microchannels.
• Silicon-Pyrex Anodic Bonding
Back-side
Front-side
8. 2D Multi-Microchannel Flow Boiling
Experiment
Ph.D.: Sylwia Szczukiewicz – Achievements to date
CCD camera
DAQ system
M icro-evaporator
I R camera
Exploded view of the LTCM flow boiling test facility
• A novel in-situ ‘pixel by pixel’ technique has been4 developed to
experimental setup
calibrate the raw infra-red images from IR camera running at 60fps.
• So far, 752’640 local temperature measurements for one multi-
microchannel evaporator with 100x100 micron channels have been
recorded.
9. 2D Multi-Microchannel Flow Boiling Experiment
Ph.D.: Sylwia Szczukiewicz – 2D visualisation of two-phase
refrigerant flow
Multi-microchannel evaporator having 67 channels with the inlet orifices e=2 and 100x100μm
cross-section areas, Tsat=31.96oC, ΔTsub=5.63K, q=30.69W/cm2
G=496.1kg/m2,s,
slow motion (30fps),
CCD recorded
@2000fps,
IR recorded @60fps
For the test section having the
orifices with the expansion ratio
Flow direction e=2, the flow tends to stabilize at
the relatively high mass fluxes
and heat fluxes.
G=1643.02kg/m2s,
slow motion (30fps),
CCD recorded @2000fps,
IR recorded @60fps
10. 3D ALE-FEM for Microscale Two-Phase
Flows
Ph.D.: Gustavo Rabello dos standard approach Lagrangian approach
Anjos surf
ace
surf
a ce
Development:
[1] Comparison of surface [1]
representations;
[2] Arbitrary Lagrangian-Eulerian
Technique;
[3] Test case: 2D microchannel and [2] mesh velocity gravity surface
tension
3D rising bubble. Lagrangian
[4] 3D bubble motion - video
Goals: Eulerian
• Develop a 3D Arbitrary [3] 2D microchannel
Lagrangian-Eulerian Finite velocity
Element code;
• Coupled heat transfer and two-
phase flow 3D rising bubble
3
• Predict flows in microscale
gravity
complex geometries;
• Design tool for micro evaporators.
simulation time
11. 3D ALE-FEM for Microscale Two Phase
Flows
Ph.D.: Gustavo Rabello dos
Anjos
3D rising bubble:
type: low velocity
view: bubble rising,
insertion, flipping
and deletion of top
grid points
insertion: top view
deletion: bottom
view
side bottom
12. 3D ALE-FEM for Microscale Two Phase
Flows
Ph.D.: Gustavo Rabello dos
Anjos
3D rising bubble:
type: high velocity
view: bubble rising,
insertion, flipping
and deletion of top
grid points
insertion: top view
deletion: bottom
view
side bottom
13. Investigation of Integrated Water Cooling of 3D integrated Electronics
An experimental study: PhD student Adrian Renfer
Single cavity of a Increased pressure drop at Instantaneous -Particle Image
3D chip stack high flow rates Velocimetry
Vortex shedding induced flow impingement on
Fluctuations are amplified towards the outlet micropin fins
Higher pumping power
Benefits of enhanced mixing
High heat transfer
Non-uniform micropin fin density for
systematic hot spot cooling
inlet center outlet Planned: measure and evaluate
Heat transfer
Flow direction
Vortex shedding frequency
Publication: Renfer et al., Experiments in Fluids (2011) Global flow visualization
14. Performance Evaluation of Cooling Structures for 3D Chip Stacks
A computational study: PhD student Fabio Alfieri
Pin-Fins Inline (PFI) Microchannels (MC) Parallel Plates (PP)
Goals:
Q Q Q
•Evaluate performance of cooling structures
P
•Provide design guidelines for 3D chip stacks P
H
D H H
Experimental validation Pressure drop and heat transfer coefficients
Transition
Parallel plates
I) II) Pin-Fins
Microchannels
Currently underway:
Transitional regime: vortex shedding
- Impact on the performance of:
pin-fins density adjustment Boundary layer
non-homogeneous heat fluxes regeneration
x
Nu ARe Pr x L
- Modeling of entrance region:
Publications: - Alfieri et al., 3D Integrated Water Cooling of a Composite Multilayer Stack of Chips, J. Heat Transfer, 2010
- Alfieri et al., Performance Evaluation of Cooling Structures for 3D chip stacks (to be submitted)
15. Superhydrophobic Surfaces
Ph.D. Student: Michael Rossier
Goals
Production of a highly hydrophobic
surface to reduce the pressure drop in
microchannel with application for
water cooling systems
Approach
(1) Creation of a nanostructure (silicon
etching)
(2) Surface functionalization of the Needle-like silicon etching
created structure (fluorosiloxane)
3 4
“Needle-like” silicon structures: non-functionalized (left); functionalized with perfluorooctyltriethoxysilane (right)
16. 3D ICE: a new thermal simulator for 3D ICs with
interlayer
liquid cooling– Arvind Sridhar, EPFL-ESL
• FIRST-EVER compact modeling based thermal simulator for ICs with microchannel liquid
cooling
• Available as an open source Software Thermal Library at http://esl.epfl.ch/3D-ICE
• More than 35 (and counting!) research groups world-wide are using 3D-ICE
3D-ICE 1.0
• based on compact transient thermal modeling Rconv
(CTTM)
• 975x Faster! than commercial CFD tools
even for small problems
Coolant Flow 3D-ICE 2.0
Rcond Rconv • Advanced model for Enhanced Heat Transfer
Geometries (e.g., Pin Fins)
• 40x Faster! than conventional CTTM
{ X3D-ICE(tn+1) }
3D-ICE optimized as Neural Network based simulator for massively
parallel Graphics Processing Units (GPUs)
• It learns from 3D-ICE test simulations Training
Algorithm
• then works as stand-alone simulator { X(tn) }
• 100x Faster! than conventional 3D-ICE model { U(tn+1) } Neural Network
For more information on 3D-ICE please visit the poster -based simulator { XNN(tn+1) }
Future Work:
•To model entrance-region effects in microchannels
•Incorporate two-phase flows
17. Thermal Modeling and Active Cooling
Management for 3D MPSoCs – Mohamed M.
Sabry, EPFL-ESL
•Goals
Achieve thermal balance in 3D MPSoC tiers
No thermal runaway situations (thermal violations)
Minimal performance degradation
Minimal energy consumption Scheduler Power Manager (DPM)
Flow-rate actuator
•Proposed technique
Design-time run-time management strategy
•Design-time Control knobs identification
Electronic-based:
Dynamic Voltage and Frequency Scaling
Mechanical-based:
Transient Temperature
Dynamic Varying Flow rate Response
for Each Unit
•Run-time thermal management
Fuzzy-logic control
Rule-base look-up table control
Low complexity
Low computation overhead
•Achievements
Thermal violations 0%
Performance degradation 0.01%
Energy reduction up to 35%
20. CMOSAIC: Technological Aims
CMOSAIC aims to make an important
contribution to the development of the
first 3D computer chip with a
functionality per unit volume that
nearly parallels the functional density
of a human brain.
A 3D computer chip with integrated
cooling system is expected to:
-Overcome the limits of air cooling
-Compress ~1012 nanometer sized functional
units 1000000
(1 Tera) into one cubic centimeter 100000
Wire Count
10000
Yield 10-100 fold higher connectivity 1000
-Cut energy and CO2
100
emissions drastically 0 2 4
Wire Length (mm)
6 8