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LOW POWER – YESTERDAY, TODAY
AND TOMORROW
“Learn from yesterday, live for today, hope for tomorrow”
 -Albert Einstein




           Shivoo Koteshwar - shivoo@pes.edu
Motivation for Low Power
  Portability: Battery life,
   Increased functionality and
   Heat generation
  Huge server farms

  Environmental awareness




         Our world is mobile and connected!
What do we need?
  Energy efficient
   infrastructure
  To deliver more functionality
   in the same footprint
  Gains from process migration

   diminishing, what can be
   done as the demand for
   performance continues to
   increase?
YESTERDAY
               TECHNIQUES                                  CHALLENGES
Architectural exploration - system         Power estimation tools are not accurate
partitioning, pipelining, redundancy and
performance-critical blocks
Multiple power domains                     Verification Issue – Asynchronous
                                           interfaces
Frequency and voltage scaling              Electrical issues
Clock gating                               Equivalence checking
Power gating                               State retention and recovery plus
                                           electrical issues plus extra mode of
                                           operation in simulation & Non-determinism
                                           to model power-on state increases
                                           coverage space
YESTERDAY


1996  Clock Gating (Macro Level)
1997  Low-Power Libraries
1999  Frequency Scaling
1999  Clock Gating (Micro Level)
2004  Body Biasing
2006  Power Islands
2007  Voltage Scaling
TODAY
    Power must be considered at every step – From applications
     to Transistors , every element is critical
       Process technology, library and physical IP selection
       Power efficient RTL IP
       SOC architecture and designed balanced for power and
        performance
       Best in class hardware system components (Memory, PMIC,
        Display)
       OS power management strategies
       Power optimized software applications
    Designers and tools encounter almost 20 clock domains and
     10 voltage domains!
    Architectural and implementation techniques yield biggest
     gains (Almost 67%)
TODAY
    Apart from traditional approach we employ newer methods:
     DVFS, Lower VDD, MTCMOS, Architecture for Low Power,
     Hardware Accelerators and RTL Power Optimization
    A standard language for describing power design: power
     domains, power modes, power lines / switches / fences /
     retention registers, voltages …
    CPF – Common Power Format
       Developed as a standard by the Si2 organization
       Donated by Cadence
    UPF – Unified Power Format
       Approved as a standard by Accellera, now IEEE 1801
       Based on donations by Synopsys & Mentor Graphics
TODAY – Mobile Challenge
    Media hub for all content
    Contextually aware
    Laptop performance for any
     screen
    Seamless LTE (4G) connection to
     cloud apps and content
    Wireless connect to any screen
    Continuously connected
     updating your digital life
    Augmented reality
    Mobile security for payments
     and digital identity
TODAY – Mobile Workload
    90min voice calling
    60min email
    30min reading web
    30min watching HW-accelerated
     video
    50min angry birds or other games
    90min jogging while listening to
     music and logging GPS coordinates
    10min video recording
    7hrs sleep with music alarm clock
     with 3 snooze atleast
    OS typically executing ~28 active
     processes
    Apps synchronizing in background


Source: ARM
TODAY – Mobile Use Analysis




              ARM’s big-LITTLE approach where Cortex A7 is
Source: ARM   focusing on energy efficiency and Cortex A15 is
              focusing on performance
TODAY – Mobile Battery
TOMORROW: Emerging Technologies,
A Prediction
    2018 – 2019: Self-driving cars let human drivers relax behind the
     wheel
    2019 – 2020: 5G connectivity becomes the norm, replacing 4G;
     traveling into space becomes a leisure activity; eyewear comes
     equipped with tiny displays that project into the wearer's retina
    2026: Humans hand off household chores to domestic robots
    2030: Displays can be embedded into human skin and powered by
     the blood
    2034: Manned missions to Mars begin
    2036 - 2037: Materials are transported from the surface of the
     earth into space using an elevator-like structure
    2037 - 2038: Anti-aging drugs make us all look young and lovely
     forever
            Source: http://www.huffingtonpost.com/2012/07/31/envisioning-
            emerging-technology-for-2012-and-beyond_n_1723096.html
TOMORROW




                            Improvements in SoC power consumption – Predictions


Source: Cadence 360
http://eda360insider.wordpress.com/2012/04/11/want-to-see-the-future-of-low-power-soc-design-have-
a-look-into-gary-smiths-crystal-ball/
TOMORROW
    3D transistor technology: FinFETs or Tri-Gate Transistors
       According to Intel, 22nm Tri-Gate transistors provide a 37%
        performance increase at low voltage compared to 32nm planar
        transistors, and use 50% less power at the same performance as
        32nm planar transistors. Added wafer cost is only 2-3%.
       Challenge: Manufacturing is not expected to be a big hurdle, and
        digital designers will see relatively little change. On the custom/
        analog side, however, transistor-level extraction must comprehend
        the 3D structures, SPICE models will have added parameters, and
        a new layout methodology will be needed to improve designer
        productivity
       FinFETs will require an ecosystem that includes EDA tools, process
        design kits (PDKs), physical IP, and silicon-proven manufacturing
        processes.
Koomey’s Law
    Moore’s Law: The density of
     components in each chip had
     doubled two years or Personal-
     computer performance doubles
     every 18 months
    Jonathan Koomey of Stanford
     University found that the electrical
     efficiency of computing has
     doubled every 1.6 years since the
     mid-1940s
    “That means that for a fixed
     amount of computational power,
     the need for battery capacity will
     fall by half every 1.6 years,”
    This trend, he says, “bodes well for
     the continued explosive growth in
     mobile computing, sensors and
     controls.” Some researchers are
     already building devices that run on
     “ambient” energy harvested from
     light, heat, vibration or TV
     transmitters
THANK YOU
Shivoo Koteshwar
9845722117
shivoo@pes.edu

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Keynote Speech - Low Power Seminar, Jain College, October 5th 2012

  • 1. LOW POWER – YESTERDAY, TODAY AND TOMORROW “Learn from yesterday, live for today, hope for tomorrow” -Albert Einstein Shivoo Koteshwar - shivoo@pes.edu
  • 2. Motivation for Low Power   Portability: Battery life, Increased functionality and Heat generation   Huge server farms   Environmental awareness Our world is mobile and connected!
  • 3. What do we need?   Energy efficient infrastructure   To deliver more functionality in the same footprint   Gains from process migration diminishing, what can be done as the demand for performance continues to increase?
  • 4. YESTERDAY TECHNIQUES CHALLENGES Architectural exploration - system Power estimation tools are not accurate partitioning, pipelining, redundancy and performance-critical blocks Multiple power domains Verification Issue – Asynchronous interfaces Frequency and voltage scaling Electrical issues Clock gating Equivalence checking Power gating State retention and recovery plus electrical issues plus extra mode of operation in simulation & Non-determinism to model power-on state increases coverage space
  • 5. YESTERDAY 1996  Clock Gating (Macro Level) 1997  Low-Power Libraries 1999  Frequency Scaling 1999  Clock Gating (Micro Level) 2004  Body Biasing 2006  Power Islands 2007  Voltage Scaling
  • 6. TODAY   Power must be considered at every step – From applications to Transistors , every element is critical   Process technology, library and physical IP selection   Power efficient RTL IP   SOC architecture and designed balanced for power and performance   Best in class hardware system components (Memory, PMIC, Display)   OS power management strategies   Power optimized software applications   Designers and tools encounter almost 20 clock domains and 10 voltage domains!   Architectural and implementation techniques yield biggest gains (Almost 67%)
  • 7. TODAY   Apart from traditional approach we employ newer methods: DVFS, Lower VDD, MTCMOS, Architecture for Low Power, Hardware Accelerators and RTL Power Optimization   A standard language for describing power design: power domains, power modes, power lines / switches / fences / retention registers, voltages …   CPF – Common Power Format   Developed as a standard by the Si2 organization   Donated by Cadence   UPF – Unified Power Format   Approved as a standard by Accellera, now IEEE 1801   Based on donations by Synopsys & Mentor Graphics
  • 8. TODAY – Mobile Challenge   Media hub for all content   Contextually aware   Laptop performance for any screen   Seamless LTE (4G) connection to cloud apps and content   Wireless connect to any screen   Continuously connected updating your digital life   Augmented reality   Mobile security for payments and digital identity
  • 9. TODAY – Mobile Workload   90min voice calling   60min email   30min reading web   30min watching HW-accelerated video   50min angry birds or other games   90min jogging while listening to music and logging GPS coordinates   10min video recording   7hrs sleep with music alarm clock with 3 snooze atleast   OS typically executing ~28 active processes   Apps synchronizing in background Source: ARM
  • 10. TODAY – Mobile Use Analysis ARM’s big-LITTLE approach where Cortex A7 is Source: ARM focusing on energy efficiency and Cortex A15 is focusing on performance
  • 11. TODAY – Mobile Battery
  • 12. TOMORROW: Emerging Technologies, A Prediction   2018 – 2019: Self-driving cars let human drivers relax behind the wheel   2019 – 2020: 5G connectivity becomes the norm, replacing 4G; traveling into space becomes a leisure activity; eyewear comes equipped with tiny displays that project into the wearer's retina   2026: Humans hand off household chores to domestic robots   2030: Displays can be embedded into human skin and powered by the blood   2034: Manned missions to Mars begin   2036 - 2037: Materials are transported from the surface of the earth into space using an elevator-like structure   2037 - 2038: Anti-aging drugs make us all look young and lovely forever Source: http://www.huffingtonpost.com/2012/07/31/envisioning- emerging-technology-for-2012-and-beyond_n_1723096.html
  • 13. TOMORROW Improvements in SoC power consumption – Predictions Source: Cadence 360 http://eda360insider.wordpress.com/2012/04/11/want-to-see-the-future-of-low-power-soc-design-have- a-look-into-gary-smiths-crystal-ball/
  • 14. TOMORROW   3D transistor technology: FinFETs or Tri-Gate Transistors   According to Intel, 22nm Tri-Gate transistors provide a 37% performance increase at low voltage compared to 32nm planar transistors, and use 50% less power at the same performance as 32nm planar transistors. Added wafer cost is only 2-3%.   Challenge: Manufacturing is not expected to be a big hurdle, and digital designers will see relatively little change. On the custom/ analog side, however, transistor-level extraction must comprehend the 3D structures, SPICE models will have added parameters, and a new layout methodology will be needed to improve designer productivity   FinFETs will require an ecosystem that includes EDA tools, process design kits (PDKs), physical IP, and silicon-proven manufacturing processes.
  • 15. Koomey’s Law   Moore’s Law: The density of components in each chip had doubled two years or Personal- computer performance doubles every 18 months   Jonathan Koomey of Stanford University found that the electrical efficiency of computing has doubled every 1.6 years since the mid-1940s   “That means that for a fixed amount of computational power, the need for battery capacity will fall by half every 1.6 years,”   This trend, he says, “bodes well for the continued explosive growth in mobile computing, sensors and controls.” Some researchers are already building devices that run on “ambient” energy harvested from light, heat, vibration or TV transmitters