The document discusses techniques for reducing power consumption in VLSI circuits. It provides an overview of power consumption components in CMOS circuits and how power scales with technology. It also discusses trends in frequency scaling and supply voltage scaling. Various active power reduction techniques are presented, including capacitance minimization, clock gating, voltage scaling, frequency scaling, and minimizing shoot-through current.
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Nowka low-power-07
1. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 1
Circuits Design for Low Power
Kevin Nowka, IBM Austin Research Laboratory
EE-382M
VLSIâII
2. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 2
Agenda
Overview of VLSI power
Technology, Scaling, and Power
Review of scaling
A look at the real trends and projections for the future
Active power â components, trends, managing, estimating
Static power â components, trends, managing, estimating
Summary
3. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 3
A quick look at the power consumption of a modern Laptop
(IBM R40)
Src: Mahesri et al., U of Illinois, 2004
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
CPU
Workload
26W
FTP Tx
17W
3D Games
30W
Other
LCD+BckLt
Wireless
Mem
Graphics
NB/SB; misc
CPU
Power is all about the (digital) VLSI circuitsâŚ..and the backlight!
4. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 4
A quick look at the power consumption of a Server
Source Bose, Hot Chips 2005,
cpu
pwr mem
i/o
Again, itâs a VLSI problem â but this time with analog!
5. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 5
Designing within limits: power & energy
⢠Thermal limits (for most parts self-heating is a substantial thermal
issue)
- package cost (4-5W limit for cheap plastic package, 50-100W/sq-cm air
cooled limit, 5k-7.5kW 19â rack)
- Device reliability (junction temp > 125C quickly reduces reliability)
- Performance (25C -> 105C loss of 30% of performance)
- Distribution limits
- Substantial portion of wiring resource, area for power dist.
- Higher current => lower R, greater dI/dt => more wire, decap
- Package capable of low impedance distribution
- Energy capacity limits
- AA battery ~1000mA.hr => limits power, function, or lifetime
- Energy cost
- Energy for IT equipment large fraction of total cost of ownership
6. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 6
Agenda
Overview of VLSI power
Technology, Scaling, and Power
Review of scaling
A look at the real trends and projections for the future
Active power â components, trends, managing, estimating
Static power â components, trends, managing, estimating
Summary
7. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 7
CMOS circuit power consumption components
P = ½ CswVdd âV f + IstVdd + IstaticVdd
⢠Dynamic power consumption ( ½ CswVdd âV f + IstVdd)
â Load switching (including parasitic & interconnect)
â Glitching
â Shoot through power (IstVdd)
⢠Static power consumption (IstaticVdd)
â Current sources â bias currents
â Current dependent logic -- NMOS, pseudo-NMOS, CML
â Junction currents
â Subthreshold MOS currents
â Gate tunneling
8. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 8
Review of Constant Field Scaling
Parameter Value Scaled
Value
Dimensions L, W,
Tox
ÎąL,
ÎąW,
ÎąTox
Dopant
concentrations
Na,
Nd
Na/Îą,
Nd/Îą
Voltage V ÎąV
Field Î Î
Capacitance C ÎąC
Current I ÎąI
Propagation
time (~CV/I)
t Îąt
Power (VI) P Îą2
P
Density d d/Îą2
Power density P/A P/A
These are
distributionsâŚ
how do the Ď s
scale?
n+STI STI
p
n+
Transistor
Isolation
n+STI STI
p
n+
Transistor
Source
Transistor
Gate
Transistor
Drain
Conventional Silicon Substrate
Electron Flow
Electron Flow
All Features Reduce in Width and
Thickness
Shorter Distance for Electron Flow
Produce Faster Transistors
Scale factor Îą<1
9. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 9
Agenda
Overview of VLSI power
Technology, Scaling, and Power
Review of scaling
A look at the real trends and projections for the future
Active power â components, trends, managing, estimating
Static power â components, trends, managing, estimating
Summary
10. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 10
CMOS Circuit Delay and Frequency
Td = kCV/I
= kCV/(Vdd-Vt)Îą
VLSI system frequency determined by:
Sum of propagation delays across gates in âcritical pathâ --
Each gate delay, includes time to charge/discharge
load thru one or more FETs and interconnect delay
to distribute the signal to next gate input.
Sakuri Îą-power law model of delay
P = ½ CswVdd âV f + IstVdd + IstaticVdd
11. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 11
Gate Delay Trends
Td = kCV/I
= kCV/(Vdd-Vt)Îą
Each technology generation,
gate delay reduced about 30%
(src: ITRS â05)
Consistent with
C.F. Scaling
P = ½ CswVdd âV f + IstVdd + IstaticVdd
12. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 12
Microprocessor Frequency
In practice the trend is:
Frequency increasing by 2X (delay decreasing by 50%),
not the 1.4X (30%) for constant field scaling for 1um to 65nm
node (src: ITRS â01).
Why? decreasing logic/stage and increased pipeline depth.
0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1
technology
0
10
20
30
40
50
60
70
80
90
Fo4/cycle
0
5
10
15
20
25
30
35
period(ns)
cycle in FO4
Period
Intel 32b (after Hrishikesh, et. al) * Below 65nm
node return to
1.4X/generation
[ITRSâ05] Why?
P = ½ CswVdd âV f + IstVdd + IstaticVdd
13. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 13
Dynamic Energy
âŤ
âŤâŤ
=
ââ
=
==
==
Vdd
Vout
ddLoutddLVdd
out
dd
t
ddVdd
VCdVVCE
dt
dt
dV
CVdtVtiE LVdd
0
2
00
)(
Vout
âŤ
⍠âŤ
=
â
=
â
==
==
Vdd
Vout
ddLoutoutL
out
t
out
LoutCL
VCdVVCEc
dtV
dt
dV
CdtVtiEc
0
2
0 0
2
1
)(
Energy dissipated for either output transition consumes:
½ CL Vdd
2
CL
iVdd
Gate level energy consumption should improve as
Îą3
under constant field scaling, butâŚ.
P = ½ CswVdd âV f + IstVdd + IstaticVdd
14. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 14
Supply Voltage Trend
With each generation, voltage has decreased 0.85x,
not 0.7x for constant field.
Thus, energy/device is decreasing by 50% rather than 65%
0
0.5
1
1.5
2
2.5
0.25m 0.18m 0.13m 90nm 65nm 45nm
Vdd (Volts)
Slow decline
to 0.7V in 22nm
(some think nothing
below 0.9V for HP uProcs)
P =½ CswVdd âV f + IstVdd + IstaticVdd
15. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 15
Active Power Trend
But, number of transistors has been increasing, thus
- a net increase in energy consumption,
- with freq 2x, active power is increasing by 50%
(src: ITRS â01-â05)
20406080100120140160
Technology
100
150
200
250
300
Power(W)
Expected HP MP power
ITRSâ01
ITRSâ05 198 Watts forever!
P =½ CswVdd âV f + IstVdd + IstaticVdd
16. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 16
Recent (180nm â 65nm) âReal Scalingâ
Parameter Value Scaled Value
Dimensions L, W,
Tox
0.7 L, 0.7 W,
0.7 Tox
Dopant
concentrations
Na, Nd 1.4 Na, 1.4
Nd
Voltage V 0.7 V
Performance F 1.4 F
Power/device P 0.5 P
Power/chip P 1 P
Power density P/A P/A
0.9 V
2.0 F
1.0 P
2.0 P/A
1.5 P
17. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 17
Future (65nm â 22nm) âProjected Scalingâ
Parameter Value Scaled Value
Dimensions L, W,
Tox
0.7 L, 0.7 W,
0.7 Tox
Dopant
concentrations
Na, Nd 1.4 Na, 1.4
Nd
Voltage V 0.7 V
Performance F 1.4 F
Power/device P 0.5 P
Power/chip P 1 P
Power density P/A P/A
0.9 V
0.8 P
1.2 P/A
1.2 P 198 Watts
forever!?
How?
18. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 18
Active-Power Reduction Techniques
P = ½ CswVdd âV f + IstVdd + IstaticVdd
Active power can be reduced through:
â Capacitance minimization
â Power/Performance in sizing
â Clock-gating
â Glitch suppression
â Hardware-accelerators
â System-on-a-chip integration
â Voltage minimization
â (Dynamic) voltage-scaling
â Low swing signaling
â SOC/Accelerators
â Frequency minimization
â (Dynamic) frequency-scaling
â SOC/Accelerators
19. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 19
Capacitance minimization
P = ½ CswVdd âV f + IstVdd + IstaticVdd
Only the devices (device width) used in the design
consume active power!
â Runs counter to the complexity-for-IPC trend
â Runs counter to the SOC trend
20. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 20
Capacitance minimization
Example of managing design capacitance:
Device sizing for power efficiency is significantly different than
sizing for performance â eg. sizing of the gate size multiplier in an
exponential-horn of inverters for driving large loads.
0 2 4 6 8 10
Multiplier k
1
10
100
Metric
Energy
Delay
Energy.Delay
Energy.Delay^2
21. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 21
Functional Clock Gating
P = ½ CswVdd âV f + IstVdd + IstaticVdd
⢠25-50% of power consumption due to driving latches
(Bose, Martinozi, Brooks 2001 50%)
⢠Utilization of most latches is low (~10-35%)
⢠Gate off unused latches and associated logic:
â Unit level clock gating â turn off clocks to FPU,
MMX, Shifter, L/S unit, ⌠at clk buffer or splitter
â Functional clock gating â turn off clocks to individual
latch banks â forwarding latch, shift-amount register,
overflow logic & latches, âŚqualify (AND) clock to latch
⢠Asynch is the most aggressive gating â but is it efficient?
22. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 22
Glitch suppression
P = ½ CswVdd âV f + IstVdd + IstaticVdd
⢠Glitches can represent a sizeable portion of active
power, (up to 30% for some circuits in some studies)
⢠Three basic mechanisms for avoidance:
â Use non-glitching logic, e.g. domino
â Add redundant logic to avoid glitching hazards
⢠Increases cap, testability problems
â Adjust delays in the design to avoid
⢠Shouldnât timing tools do this already if it is possible?
23. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 23
Voltage minimization
P = ½ CswVdd âV f + IstVdd + IstaticVdd
⢠Lowering voltage swing, âV, lowers power
â Low swing logic efforts have not been very
successful (unless you consider array voltage
sensing)
â Low swing busses have been quite successful
⢠Lowering supply, Vdd and âV, (voltage scaling) is most
promising:
â Frequency ~V, Power ~V3
24. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 24
Avg Relative Ring Osc Delay/Power
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
5
0.7 0.95 1.2 1.45 1.7
Supply Voltage
0
0.2
0.4
0.6
0.8
1
1.2
a-pwr delay
meas delay
model pwr
meas pwr
Voltage Scaling Reduces Active Power
⢠Voltage Scaling Benefits
â Can be used widely over entire
chip
â Complementary CMOS scales well
over a wide voltage range => Can
optimize power/performance
(MIPS/mW) over a wide range
⢠Voltage Scaling Challenges
â Custom CPUs, Analog, PLLs, and
I/O drivers donât voltage scale
easily
â Sensitivity to supply voltage
varies circuit to circuit â esp
SRAM, buffers, NAND4
â Thresholds tend to be too high at
low supply
After Carpenter, Microprocessor forum, â01
25. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 25
1 1.2 1.4 1.6 1.8 2
Supply Voltage (V)
0
100
200
300
400
500
Frequency(MHz)
0
100
200
300
400
500
Power(mW)
Measured Freq
Measured Power
Dynamic Voltage-Scaling (e.g. XScale, PPC405LP)
After Nowka,
et.al. ISSCC, Feb â02
PowerPC 405LP measurements: 18:1 power range over 4:1 frequency range
26. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 26
Frequency minimization
P = ½ CswVdd âV f + IstVdd + IstaticVdd
⢠Lowering frequency lowers power linearly
â DOES NOT improve energy efficiency, just slows
down energy consumption
â Important for avoiding thermal problems
27. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 27
Voltage-Frequency-Scaling Measurements
PowerPC 405LP
Freq scale Âź freq, Âź pwr; DVS Âź freq, 1/10 pwr
Freq
Scaling
Plus DVS
Src: After Nowka,
et.al. JSSC, Nov â02
28. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 28
Shoot-through minimization
P = ½ CswVdd âV f + IstVdd + IstaticVdd
⢠For most designs, shoot-thru represents 8-15% of
active power.
⢠Avoidance and minimization:
â Lower supply voltage
â Domino?
â Avoid slow input slews
â Careful of level-shifters in multiple voltage domain
designs
Both Pfet &
Nfet conducting
in
out
in out
Ist
29. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 29
Estimating Active Power Consumption
P = ½ CswVdd âV f + IstVdd + IstaticVdd
⢠The problem is how to estimate capacitance switched
⢠Switch factor SF: ½ Csw = Σ SF Cnode
â Low level circuit analysis â spice analysis
â Higher level: spreadsheet/back-of-the-envelope/power
tools for estimation
⢠Aggregate or node-by-node estimation of switch factors â
1.0 ungated clocks, 0.5 signals which switch every cycle,
0.1-0.2 for processor logic
⢠These can be more accurately derived by tools which look at
pattern dependence and timing
⢠Node Capacitance â sum of all cap: output driver parasitic,
interconnect, load gate cap
i ii
30. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 30
Agenda
Overview of VLSI power
Technology, Scaling, and Power
Review of scaling
A look at the real trends and projections for the future
Active power â components, trends, managing, estimating
Static power â components, trends, managing, estimating
Summary
31. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 31
Static Power
P = CswVdd âV f + IstVdd + IstaticVdd
⢠Static energy consumption (IstaticVdd)
â Current sources â even uA bias currents can
add up.
â NMOS, pseudo-NMOS â not commonly used
â CMOS CML logic â significant power for
specialized use.
â Junction currents
â Subthreshold MOS currents
â Gate tunneling
32. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 32
Subthreshold Leakage
P = KVe(Vgs-Vt)q/nkT
(1 â e -Vds q/kT
)
⢠Supplies have been held artificially high (for freq)
â Threshold has not dropped as fast as it should (because of
variability and high supply voltages)
â Weâd like to maintain Ion:Ioff = ~1000uA/u : 10nA/u
â Relatively poor performance => Low Vt options
⢠70-180mV lower Vt, 10-100x higher leakage, 5-15% faster
⢠Subthreshold lkg especially increasing in short channel devices
(DIBL) & at high T â 100-1000nA/u
⢠Subthreshold slope 85-110 mV/decade
⢠Cooling changes the slopeâŚ.but can it be energy efficient?
33. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 33
Passive Power Continues to Explode
PowerDensity(W/cm2
)
0.010.11
0.001
0.01
0.1
1
10
100
1000
Gate Length (microns)
Active
Power
Passive Power
1994 2005
Gate Leakage
Leakage is the price we pay for the increasing device performance
Fit of published active
and subthreshold CMOS
device leakage
densities
Src: Nowak, et al
34. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 34
Gate Leakage
⢠Gate tunneling becoming dominant leakage mechanism in very thin
gate oxides
⢠Current exponential in oxide thickness
⢠Current exponential in voltage across oxide
⢠Reduction techniques:
â Lower the field (voltage or oxide thickness)
â New gate ox material
Oxide interlayer
High-k material
Metal gate electrode
SiON
Poly-Si
30A
35. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 35
Future Leakage, Standby Power Trends
Src: ITRS â01
And, recall number of transistors/die
has been increasing 2X/2yrs
(Active power/gate should be 0.5x/gen,
has been 1X/gen)
20406080100120140160
Technology
0
50
100
150
Power(nW)
Standby Power/Gate
For the foreseeable future, leakage is a major power issue
36. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 36
Standby-Power Reduction Techniques
Standby power can be reduced through:
â Capacitance minimization
â Voltage-scaling
â Power gating
â Vdd/Vt selection
37. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 37
Capacitance minimization
Only the devices (device width) used in the design leak!
â Runs counter to the complexity-for-IPC trend
â Runs counter to the SOC trend
â Transistors are not free -- Even though they are not
switched they still leak
38. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 38
Voltage Scaling Standby Reduction
After Nowka, et.al. ISSCC â02
Decreasing the supply voltage significantly improves standby power
Subthreshold dominated technology
0.8 1 1.2 1.4 1.6 1.8 2
Logic Voltage(V)
0
0.5
1
1.5
2
StandbyPower(mW)
Logic leakage w/VCO inactive
39. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 39
Supply/Power Gating
⢠Especially for energy constrained (e.g. battery powered
systems). Two levels of gating:
â âStandby, freeze, sleep, deep-sleep, doze, nap,
hibernateâ: lower or turn off power supply to system
to avoid power consumption when inactive
⢠Control difficulties, hidden-state, entry/exit, âinstant-
onâ or user-visible.
â Unit level power gating â turn off inactive units while
system is active
⢠Eg. MTCMOS
⢠Distribution, entry/exit control & glitching, state-lossâŚ
40. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 40
MTCMOS
⢠Use header and/or footer switches to disconnect supplies when
inactive.
⢠For performance, low-Vt for logic devices.
⢠10-100x leakage improvement, ~5% perf overhead
⢠Loss of state when disconnected from supplies
⢠Large number of variants in the literature
B
A
BA
Standby
headers/
footers
Xb
B
A
BA
Xb
41. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 41
Vt / Tox selection
⢠Low Vt devices on critical paths, rest high Vt
⢠70-180mV higher Vt, 10-100x lower leakage, 5-20% slower
⢠Small fraction of devices low-Vt (1-5%)
⢠Thick oxide reduces gate leakage by orders of magnitude
Xb
Hi
threshold/
Thicker
oxide
XXbX
Low
threshold/
Thin oxide
42. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 42
Device Stacking
⢠Decreases subthreshold leakage
⢠Improvement beyond use of long channel device
⢠2-5x improvement in subthreshold leakage
⢠15-35% performance penalty
XXbX
Xb
Stacked
devices
43. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 43
Vt or/and Vdd selection
⢠Design tradeoff:
â Performance => High supply, low threshold
â Active Power => Low supply, low threshold
â Standby => Low supply, high threshold
⢠Static
â Stack effect â minimizing subthreshold thru single fet paths
â Multiple thresholds: High Vt and Low Vt transistors
â Multiple supplies: high and low Vdd
44. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 44
Vt or/and Vdd selection (contâd)
⢠Design tradeoff:
â Performance => High supply, low threshold
â Active Power => Low supply, low threshold
â Standby => Low supply, high threshold
⢠Static
â Stack effect â minimizing subthreshold thru single fet paths
â Multiple thresholds: High Vt and Low Vt Transistors
â Multiple supplies: high and low Vdd
â Problem: optimum (Vdd,Vt) changes over time, across dice
⢠Dynamic (Vdd,Vt) selection
â DVS for supply voltage
â Dynamic threshold control thru:
⢠Active well
⢠Substrate biasing
⢠SOI back gate, DTMOS, dual-gate technologies
45. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 45
Hitachi-SH4 leakage reduction
Triple Well Process
Reverse Bias Active Well â
can achieve >100x leakage reduction
Switch
Cell
Switch
Cell1.8V
Logic
VDD
GND
GP
GN
Vbp
Vbn
1.8V
3.3V
0V
-1.5V
1.8V
0V
46. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 46
Nwell/Virtual Gnd Leakage Reduction
VDD
VSS
Vbp
GND
VDD
VDD+VB
0V
VB
0V
VDD
-
+VB
uP Core
Leakpfet
Leaknfet
Similar technique for Nwell/Psub technology
â Intel approach
47. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 47
Estimating Leakage Power Consumption
P = ½ CswVdd âV f + IstVdd + IstaticVdd
⢠The problem is how to estimate the leakage current
⢠Estimating leakage currents
â Low level circuit analysis â spice analysis
â Higher level: spreadsheet/back-of-the-envelope/power
tools for estimation
⢠Subthreshold: Estimates based on the fraction of the device
width leaking. Usually evaluated for some non-nominal point
in the process and higher temperature. Aggregate or node-
by-node estimation of derating factors â fraction of devices
with field across the SD device ~1/3 for logic.
⢠Gate leakage: Estimates based on the fraction of the device
area leaking. Aggregate or node-by-node estimation of
derating factors â fraction of devices with field across the
gate of the device.
48. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 48
Agenda
Overview of VLSI power
Technology, Scaling, and Power
Review of scaling
A look at the real trends and projections for the future
Active power â components, trends, managing, estimating
Static power â components, trends, managing, estimating
Summary
49. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 49
Low Power Circuits Summary
Technology, Scaling, and Power
Technology scaling hasnât solved the power/energy problems.
So what to do? Weâve shown that,
Do less and/or do in parallel at low V. For the circuit designer this
implies:
â supporting low V,
â supporting power-down modes,
â choosing the right mix of Vt,
â sizing devices appropriately
â choosing right Vdd, (adaptation!)
50. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 50
References
⢠Power Metrics
â T. Sakurai and A. Newton, âAlpha-power law MOSFET model and its
applications to CMOS inverter delay and other formulasâ, IEEE
Journal of Solid State Circuits, v. 25.2, pp. 584-594, Apr. 1990.
â R. Gonzalez, B. Gordon, M. Horowitz, âSupply and threshold voltage
scaling for low power CMOSâ IEEE Journal of Solid State Circuits, v.
32, no. 8, pp. 1210-1216, August 2000.
â Zyuban and Strenski, âUnified Methodology for Resolving Power-
Performance Tradeoffs at the Microarchitectural and Circuit
Levelsâ,ISPLED Aug.2002
â Brodersen, Horowitz, Markovic, Nikolic, Stojanovic âMethods for
True Power Minimizationâ, ICCAD Nov. 2002
â Stojanovic, Markovic, Nikolic, Horowitz, Brodersen, âEnergy-Delay
Tradoffs in Combinational Logic using Gate Sizing and Supply
Voltage Optimizationâ, ESSCIRC, Sep. 2002
51. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 51
References
⢠Power/Low Power
â SIA, International Technology Roadmap for Semiconductors, 2001,2003, 2005 available
online.
â V. Agarwal, M.S. Hrishikesh, S.W. Keckler, and D. Burger. "Clock Rate Versus IPC: The
End of the Road for Conventional Microarchitectures," 27th International Symposium
on Computer Architecture (ISCA), June, 2000.
â Allan, et. al., â2001 Tech. Roadmap for Semiconductorsâ,IEEE Computer Jan. 2002
â Chandrakasan, Broderson, (ed) Low Power CMOS Design IEEE Press, 1998.
â Oklobdzija (ed) The Computer Engineering Handbook CRC Press, 2002
â Kuo, Lou Low voltage CMOS VLSI Circuits, Wiley, 1999.
â Bellaouar, Elmasry, Low Power Digital VLSI Design, Circuits and Systems, Kluwer,
1995.
â Chandrakasan, Broderson, Low Power Digital CMOS Design Kluwer, 1995.
â A. Correale, âOverview of the power minimization techniques employed in the IBM
PowerPC 4xx embedded controllersâ IEEE Symposium on Low Power Electronics
Digest of Technical Papers, pp. 75-80, 1995.
â K. Nowka, G. Carpenter, E. MacDonald, H. Ngo, B. Brock, K. Ishii, T. Nguyen, J. Burns,
âA 0.9V to 1.95V dynamic voltage scalable and frequency scalable 32-bit PowerPC
processor â, Proceedings of the IEEE International Solid State Circuits Conference,
Feb. 2002.
â K. Nowka, G. Carpenter, E. MacDonald, H. Ngo, B. Brock, K. Ishii, T. Nguyen, J. Burns,
âA 32-bit PowerPC System-on-a-Chip with support for dynamic voltage scaling and
dynamic frequency scalingâ, IEEE Journal of Solid State Circuits, November, 2002.
52. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 52
References
⢠Low Voltage / Voltage Scaling
â E. Vittoz, âLow-power design: ways to approach the limitsâ IEEE International Solid
State Circuits Conference Digest of Technical Papers, pp. 14-18, 1994.
â M. Horowitz, T. Indermaur, R. Gonzalez, âLow-power digital designâ IEEE Symposium
on Low Power Electronics Digest of Technical Papers, pp. 8-11, 1994.
â R. Gonzalez, B. Gordon, M. Horowitz, âSupply and threshold voltage scaling for low
power CMOSâ IEEE Journal of Solid State Circuits, v. 32, no. 8, pp. 1210-1216, August
2000.
â T. Burd and R. Brodersen, âEnergy efficient CMOS microprocessor design â
Proceedings of the Twenty-Eighth Hawaii International Conference on System
Sciences, v. 1, pp. 288-297, 466, 1995.
â K. Suzuki, S. Mita, T. Fujita, F. Yamane, F. Sano, A. Chiba, Y. Watanabe, K. Matsuda, T.
Maeda, T. Kuroda, âA 300 MIPS/W RISC core processor with variable supply-voltage
scheme in variable threshold-voltage CMOSâ Proceedings of the IEEE Conference on
Custom Integrated Circuits Conference, pp. 587 â590, 1997
â T. Kuroda, K. Suzuki, S. Mita, T. Fujita, F. Yamane, F. Sano, A. Chiba, Y. Watanabe, K.
Matsuda, T. Maeda, T. Sakurai, T. Furuyama, âVariable supply-voltage scheme for low-
power high-speed CMOS digital designâ IEEE Journal of Solid State Circuits, v. 33, no.
3, pp. 454-462, March 1998.
â T. Burd, T. Pering, A. Stratakos, R. Brodersen, âA dynamic voltage scaled
microprocessor system â IEEE International Solid State Circuits Conference Digest of
Technical Papers, pp. 294-295, 466, 2000.
53. The University of Texas at AustinEE382M VLSI-II Class Notes Foil # 53
References
⢠Technology and Circuit Techniques
â E. Nowak, et al., âScaling beyond the 65 nm node with FinFET-DGCMOSâ Proceedings
of the IEEE Custom Integrated Circuits Conference, Sept. 21-24, 2003, pp.339 â 342
â L. Clark, et al. âAn embedded 32b microprocessor core for low-power and high-
performnace applicationsâ, IEEE Journal of Solid State Circuits, V. 36, No. 11, Nov.
2001, pp. 1599-1608
â S. Mukhopadhyay, C. Neau, R. Cakici, A. Agarwal, C. Kim, and K. Roy, âGate leakage
reduction for scaled devices using transistor stackingâ IEEE Transactions on Very
Large Scale Integration (VLSI) Systems, Aug. 2003, pp. 716 â 730
â A. Bhavnagarwala, et al., âA pico-joule class, 1GHz, 32 Kbyte x 64b DSP SRAM with Self
Reverse Biasâ 2003 Symposium on VLSI Circuits, June 2003, pp. 251-251.
â S. Mutoh, et al., â1-V Power Supply High-Speed Digital Circuit Technology with Multi-
Threshold Voltage CMOS,â IEEE Journal of Solid State Circuits, vol. 30, no. 8, pp. 847-
854, 1995.
â K. Das, et al., âNew Optimal Design Strategies and Analysis of Ultra-Low Leakage
Circuits for Nano- Scale SOI Technology,â Proc. ISLPED, pp. 168-171, 2003.
â R. Rao, J. Burns and R. Brown, âCircuit Techniques for Gate and Sub-Threshold
Leakage Minimization in Future CMOS Technologiesâ Proc. ESSCIRC, pp. 2790-2795,
2003.
â R. Rao, J. Burns and R. Brown, âAnalysis and optimization of enhanced MTCMOS
schemeâ Proc. 17th International Conference on VLSI Design, 2004, pp. 234-239.