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Energy-efficient data processing
Jörg-Peter Elbers, SVP, advanced technology
Networld2020 Stakeholder Workshop, Dresden, Oct 2, 2019
in smart networks
© 2019 ADVA Optical Networking. All rights reserved.22
Innovation – speed for customers – trusted partner
ADVA at a glance
Background
• Headquartered in Munich, Germany
• Founded in 1994, >1,850 employees
• Over EUR 0.5 billion turnover
Our mission
Being your trusted partner for
connecting, extending and assuring
the cloud
Our vision
Virtualization and software are keys
to differentiated solutions, but hardware
will remain strategically important
Open optical networking
Packet edge & NFV Network synchronization
© 2019 ADVA Optical Networking. All rights reserved.33
Smart networks - bringing ICT together
Zero-touch
operation
Instantaneous
response
Access
anywhere
Intrinsic
security
Sustainable
capacity growth
© 2019 ADVA Optical Networking. All rights reserved.44
We need to drive more efficiency AND new approaches
ICT energy consumption is raising
“Management is doing
things right;
leadership is doing the
right things.”
Peter Drucker
Data: A. Andrae, DOI: 10.13140/RG.2.2.25103.02724
Source: Heise Technology Review 7/2019
0
2018
TWh/a
500
1000
1500
2000
2020 2022 2024 2026 2028 2030
End-user Device Data Centers
Fixed Network Mobile WLAN
HW Production
© 2019 ADVA Optical Networking. All rights reserved.55
Most recent advances by increasing the number of cores
Microprocessor scaling continues …
Scaling
trend
https://www.karlrupp.net/2018/02/42-years-of-microprocessor-trend-data/
© 2019 ADVA Optical Networking. All rights reserved.66
Trend to domain-specific architectures (GPUs, TPUs, FPGA accelerators, …)
… yet processor performance saturates
Source: J. L. Hennessy, D. A. Patterson, Communications of the ACM, 2019, Vol. 62, No. 2
Diminishing returns
from parallelism
General purpose
CPU architecture
not optimized
for data-heavy tasks
CISC: complex instruction set computer
RISC: reduced instruction set computer
GPU: graphics processing unit
TPU: tensor flow processing unit
FPGA: field programmable gate array
20202015201020051990198519801975 20001995
10
100
1000
1
100000
Performancevs.VAX11-780
10000
RISC
2X/1.5a
(52% p.a.)
CISC
2X/2.5a
(22% p.a.)
End of Dennard scaling  Multicore, 2X/3.5a (23% p.a.)
Amdahl’s Law
2X/6a (12% p.a.)
End of
the line
2X/20a
(3% p.a.)
© 2019 ADVA Optical Networking. All rights reserved.77
Some examples
Adaptive compute
acceleration platform
Source: Xilinx
Source: Google
Cloud TPU v3
Cloud TPU v3 Pod (Beta):
100 PetaFLOPS, 32 TB HBM, 2D mesh network (ring) Google Edge TPU
TPU: tensor flow processing unit
HBM: high-bandwidth memory
SoC: system on Chip
MPSoC: multi-processor system on chip
RFSoC: radio frequency system in chip
GPIO: general purpose I/O
© 2019 ADVA Optical Networking. All rights reserved.88
High-bandwidth and low power connectivity is needed
Communication challenges increase
“In parallel processing,
1Mbit/s of I/O is required
for every 1MHz of
computation.”
Amdahl’s
lesser known law
Source: Finisar
Optical connectivity
Electrical
connectivity
© 2019 ADVA Optical Networking. All rights reserved.99
The gold standard in WDM networks at 100Gbit/s and beyond
Deep-dive: Flexible coherent optics
100G…600G
Channel rate – flexible
wavelengths
Modulation –
with fractional QAM
Modulation speed –
tunable Baud rate
Shaping –
channel adaption
Channel capacity –
multiple lambdas
FEC – ultimate gain
and options
400-1200G
Optical WDM network
Open line system (OLS)
WDM: Wavelength division multiplexing
© 2019 ADVA Optical Networking. All rights reserved.1010
Coherent optical DSP evolution
Leading edge
CMOS
technology
Leverage for
future radio
modems?ASV: Adaptive Source Voltage
Source: Socionext, 2019
Next Generations
© 2019 ADVA Optical Networking. All rights reserved.1111
Integrated coherent TX-RX optical sub-assembly
*
*external (for IC-TROSA type 1)
** not needed for silicon photonics
IC-TROSA type 1 SMT package
(reflow-soldering capable)
TIA: Transimpedance amplifier
TEC: Thermoelectric cooler
**
© 2019 ADVA Optical Networking. All rights reserved.1212
Silicon as base platform
Non-hermetic, uncooled optical transceiver chiplets
Electro-photonic integration 2.0
ePIC process
(SiGe BiCMOS & silicon photonics)
DSP
co-integration
Electro-photonic integrated circuit on silicon:
coherent modulator+driver+receiver
InP quantum-dot based
laser/amp integration
New modulator
materials
Pluggable
interface
© 2019 ADVA Optical Networking. All rights reserved.1313
Lower footprint, lower power, lower cost per bit
Optical and electronic integration benefits
Source: Acacia Communications, 2019
© 2019 ADVA Optical Networking. All rights reserved.1414
3.6 Tbit/s capacity
<0.25 W/Gbit/s
Increasing capacity while lowering the energy per bit
WDM transport platform evolution
0
3
6
9
1 10 100 1000
Powerefficiency[W/Gbit/s]
WDM channel bitrate [Gbit/s]
2019
1996
2001
2006
2009
2017
FSP 3000 TeraFlexTM
© 2019 ADVA Optical Networking. All rights reserved.1515
Systems in a package (SiP) comprising different building blocks
From chip to chiplet integration
Source: Intel, 2019
© 2019 ADVA Optical Networking. All rights reserved.1616
Co-packaging optics with switch, routing, or processing dies
Optical transceiver chiplet integration
Source: Sicoya, 2016
See also:
https://www.facebook.com/
CoPackagedOptics
Collaboration
100G intra-office transceiver
monolithic ePIC chiplet
Next generation top-of-rack (ToR) switch
Source: Acacia Communications, 2019
© 2019 ADVA Optical Networking. All rights reserved.1717
Main takeaways
Efficient data processing will play a key role in future networks
Domain-specific architectures and the right level of integration are necessary
Optical connectivity will play an increasing role
Network, system, and component research need to go hand-in-hand
Research areas (architecture and design, hardware, software):
- Novel SiP/SoC approaches (multiple technologies, heterogeneous materials)
- Advanced (optical) transceiver chiplets and related digital signal processors
- Optical-wireless integration (analog/digital) towards “optical radios”
- New processing nodes for edge applications (AI inference, video pre-processing, …)
- HW-based security functions
Thank you
IMPORTANT NOTICE
The content of this presentation is strictly confidential. ADVA Optical Networking is the exclusive owner or licensee of the content, material, and information in this presentation.
Any reproduction, publication or reprint, in whole or in part, is strictly prohibited.
The information in this presentation may not be accurate, complete or up to date, and is provided without warranties or representations of any kind, either express or implied. ADVA
Optical Networking shall not be responsible for and disclaims any liability for any loss or damages, including without limitation, direct, indirect, incidental, consequential and special
damages, alleged to have been caused by or in connection with using and/or relying on the information contained in this presentation.
Copyright © for the entire content of this presentation: ADVA Optical Networking.
jelbers@advaoptical.com

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Energy-efficient data processing in smart networks

  • 1. Energy-efficient data processing Jörg-Peter Elbers, SVP, advanced technology Networld2020 Stakeholder Workshop, Dresden, Oct 2, 2019 in smart networks
  • 2. © 2019 ADVA Optical Networking. All rights reserved.22 Innovation – speed for customers – trusted partner ADVA at a glance Background • Headquartered in Munich, Germany • Founded in 1994, >1,850 employees • Over EUR 0.5 billion turnover Our mission Being your trusted partner for connecting, extending and assuring the cloud Our vision Virtualization and software are keys to differentiated solutions, but hardware will remain strategically important Open optical networking Packet edge & NFV Network synchronization
  • 3. © 2019 ADVA Optical Networking. All rights reserved.33 Smart networks - bringing ICT together Zero-touch operation Instantaneous response Access anywhere Intrinsic security Sustainable capacity growth
  • 4. © 2019 ADVA Optical Networking. All rights reserved.44 We need to drive more efficiency AND new approaches ICT energy consumption is raising “Management is doing things right; leadership is doing the right things.” Peter Drucker Data: A. Andrae, DOI: 10.13140/RG.2.2.25103.02724 Source: Heise Technology Review 7/2019 0 2018 TWh/a 500 1000 1500 2000 2020 2022 2024 2026 2028 2030 End-user Device Data Centers Fixed Network Mobile WLAN HW Production
  • 5. © 2019 ADVA Optical Networking. All rights reserved.55 Most recent advances by increasing the number of cores Microprocessor scaling continues … Scaling trend https://www.karlrupp.net/2018/02/42-years-of-microprocessor-trend-data/
  • 6. © 2019 ADVA Optical Networking. All rights reserved.66 Trend to domain-specific architectures (GPUs, TPUs, FPGA accelerators, …) … yet processor performance saturates Source: J. L. Hennessy, D. A. Patterson, Communications of the ACM, 2019, Vol. 62, No. 2 Diminishing returns from parallelism General purpose CPU architecture not optimized for data-heavy tasks CISC: complex instruction set computer RISC: reduced instruction set computer GPU: graphics processing unit TPU: tensor flow processing unit FPGA: field programmable gate array 20202015201020051990198519801975 20001995 10 100 1000 1 100000 Performancevs.VAX11-780 10000 RISC 2X/1.5a (52% p.a.) CISC 2X/2.5a (22% p.a.) End of Dennard scaling  Multicore, 2X/3.5a (23% p.a.) Amdahl’s Law 2X/6a (12% p.a.) End of the line 2X/20a (3% p.a.)
  • 7. © 2019 ADVA Optical Networking. All rights reserved.77 Some examples Adaptive compute acceleration platform Source: Xilinx Source: Google Cloud TPU v3 Cloud TPU v3 Pod (Beta): 100 PetaFLOPS, 32 TB HBM, 2D mesh network (ring) Google Edge TPU TPU: tensor flow processing unit HBM: high-bandwidth memory SoC: system on Chip MPSoC: multi-processor system on chip RFSoC: radio frequency system in chip GPIO: general purpose I/O
  • 8. © 2019 ADVA Optical Networking. All rights reserved.88 High-bandwidth and low power connectivity is needed Communication challenges increase “In parallel processing, 1Mbit/s of I/O is required for every 1MHz of computation.” Amdahl’s lesser known law Source: Finisar Optical connectivity Electrical connectivity
  • 9. © 2019 ADVA Optical Networking. All rights reserved.99 The gold standard in WDM networks at 100Gbit/s and beyond Deep-dive: Flexible coherent optics 100G…600G Channel rate – flexible wavelengths Modulation – with fractional QAM Modulation speed – tunable Baud rate Shaping – channel adaption Channel capacity – multiple lambdas FEC – ultimate gain and options 400-1200G Optical WDM network Open line system (OLS) WDM: Wavelength division multiplexing
  • 10. © 2019 ADVA Optical Networking. All rights reserved.1010 Coherent optical DSP evolution Leading edge CMOS technology Leverage for future radio modems?ASV: Adaptive Source Voltage Source: Socionext, 2019 Next Generations
  • 11. © 2019 ADVA Optical Networking. All rights reserved.1111 Integrated coherent TX-RX optical sub-assembly * *external (for IC-TROSA type 1) ** not needed for silicon photonics IC-TROSA type 1 SMT package (reflow-soldering capable) TIA: Transimpedance amplifier TEC: Thermoelectric cooler **
  • 12. © 2019 ADVA Optical Networking. All rights reserved.1212 Silicon as base platform Non-hermetic, uncooled optical transceiver chiplets Electro-photonic integration 2.0 ePIC process (SiGe BiCMOS & silicon photonics) DSP co-integration Electro-photonic integrated circuit on silicon: coherent modulator+driver+receiver InP quantum-dot based laser/amp integration New modulator materials Pluggable interface
  • 13. © 2019 ADVA Optical Networking. All rights reserved.1313 Lower footprint, lower power, lower cost per bit Optical and electronic integration benefits Source: Acacia Communications, 2019
  • 14. © 2019 ADVA Optical Networking. All rights reserved.1414 3.6 Tbit/s capacity <0.25 W/Gbit/s Increasing capacity while lowering the energy per bit WDM transport platform evolution 0 3 6 9 1 10 100 1000 Powerefficiency[W/Gbit/s] WDM channel bitrate [Gbit/s] 2019 1996 2001 2006 2009 2017 FSP 3000 TeraFlexTM
  • 15. © 2019 ADVA Optical Networking. All rights reserved.1515 Systems in a package (SiP) comprising different building blocks From chip to chiplet integration Source: Intel, 2019
  • 16. © 2019 ADVA Optical Networking. All rights reserved.1616 Co-packaging optics with switch, routing, or processing dies Optical transceiver chiplet integration Source: Sicoya, 2016 See also: https://www.facebook.com/ CoPackagedOptics Collaboration 100G intra-office transceiver monolithic ePIC chiplet Next generation top-of-rack (ToR) switch Source: Acacia Communications, 2019
  • 17. © 2019 ADVA Optical Networking. All rights reserved.1717 Main takeaways Efficient data processing will play a key role in future networks Domain-specific architectures and the right level of integration are necessary Optical connectivity will play an increasing role Network, system, and component research need to go hand-in-hand Research areas (architecture and design, hardware, software): - Novel SiP/SoC approaches (multiple technologies, heterogeneous materials) - Advanced (optical) transceiver chiplets and related digital signal processors - Optical-wireless integration (analog/digital) towards “optical radios” - New processing nodes for edge applications (AI inference, video pre-processing, …) - HW-based security functions
  • 18. Thank you IMPORTANT NOTICE The content of this presentation is strictly confidential. ADVA Optical Networking is the exclusive owner or licensee of the content, material, and information in this presentation. Any reproduction, publication or reprint, in whole or in part, is strictly prohibited. The information in this presentation may not be accurate, complete or up to date, and is provided without warranties or representations of any kind, either express or implied. ADVA Optical Networking shall not be responsible for and disclaims any liability for any loss or damages, including without limitation, direct, indirect, incidental, consequential and special damages, alleged to have been caused by or in connection with using and/or relying on the information contained in this presentation. Copyright © for the entire content of this presentation: ADVA Optical Networking. jelbers@advaoptical.com