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M ulti-wavelength O ptical T ransceivers I ntegrated O n N ode PI: Dan Kuchta, IBM and Finisar 1

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Page 1: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

Multi-wavelength Optical Transceivers Integrated On Node

PI: Dan Kuchta, IBM and Finisar1

Page 2: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

Outline

‣ Overview of MOTION Project and Technology

‣ SAFE (Simplified Analog Front End) ICs

‣ Flip-chip VCSELs and Photodiodes

‣ Transceiver Module Development

‣ Initial measurement results

‣ Network Modelling & Simulation results

‣ Tech-to-Market

‣MOTION Phase 2

2

Page 3: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

The Trends for Higher Bandwidth

3

First-level package

Switch ASICoptical

module

• Bandwidth limited by pin density at package / board interface

• Large energy costs for driving > 10 cm transmission lines

Avoid distortion, power, & cost of ASIC-interfacing electrical links Move beyond chip & module pin-count limits Agnostic to upgrades in signaling rates and formats

• Bandwidth limited by pin density at chip / package interface

• Some energy required for few cm long transmission lines but

dominated by E/O and O/E

Pluggable Optics

Co-Packaged Optics

• Bandwidth limited by spectral efficiency – not pin counts

• No E/O or O/E. Energy spent on steering pipes rather than

processing or transmitting bits

Optical Switch

optical

module

Now

Soon

Future

IBM ONRAMPS Program

IBM MOTION Program

XExtra Pain with No Gain

Page 4: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

Why are we interested in Co-Packaging?

‣ Primarily for increasing BW from ASICs

– Large ASICs are package pin constrained

– Co-Packaging permits I/O from both sides of the package

‣ Reduction in Power Consumption

– Juxtaposed die do not require high power SERDES

– Lower power I/O cells also use less Si Area

‣ Reduction in Cost

– Stripped down optical packages and reduced function ICs should cost less

– Reduced ASIC area will have higher yield

‣ Expansion of ASIC performance

– Instead of reducing ASIC Area and Power, other choice is to maintain size and add more functionality to the chip up to the original Power constraint

– i.e. Additional switch ports or Additional Memory Hubs

4

Page 5: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

Co-Packaging on Organic Laminates: MOTION Phase 1

5

ARPA-E (U.S. Department of Energy) sponsored project, Phase 1: 2 years

– IBM and Finisar Inc.

Target specifications 56GBd NRZ; BER tested to <1E-12 pre-FEC

0oC to 70oC Case

6dB (electrical) link budget (XSR-like)

2 dB optical link margin (30m w/connectors)

< 4 pJ/bit (3.2W, 16 channels)

W:13mm x D:13mm x H:4mm

Package can withstand reflow onto ASIC 1st level laminate

=MOTION=: Multi-wavelength

Optical Transceivers

Integrated on Node

Page 6: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

MOTION Transceiver Package Overview

Chip-Scale Optical Package

(CSOP)

MOTION Vision: Multi-Component Carrier

with CSOP for high speed I/O

Final Assembly with lens and clip

attached Fully Assembled with fiber cable

and strain relief

4mm total height

Cu Heat Spreader

Glass Carrier

SAFE ICs,

VCSELs,

PDs

Keel

Page 7: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

Simplified Analog Front-End (SAFE2) ICs

‣ SAFE2: Builds on previous designs

‣ 16 channels × 56 Gb/s NRZ = 896 Gb/s/IC

‣ No retiming / CDR

‣ 4 pJ/bit power consumption

‣ Fully DC-coupled: passes 64b/66b &

PRBS31

‣ 55 nm SiGe BiCMOS

‣ CMOS-compatible electrical signal levels

‣ Built-in pattern generators and error

detectors

7

TX Channel 0

TX Channel 1

TX Channel 2

TX Channel 3

TX Channel 4

TX Channel 5

TX Channel 6

TX Channel 7

TX Channel 8

TX Channel 9

TX Channel 10

TX Channel 11

TX Channel 12

TX Channel 13

TX Channel 14

TX Channel 15

SAFE2 TX IC

Bias, Control, & Monitoring

RX Channel 0

RX Channel 1

RX Channel 2

RX Channel 3

RX Channel 4

RX Channel 5

RX Channel 6

RX Channel 7

RX Channel 8

RX Channel 9

RX Channel 10

RX Channel 11

RX Channel 12

RX Channel 13

RX Channel 14

RX Channel 15

SAFE2 RX IC

Bias, Control, & Monitoring

1

6 P

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1

6 V

CS

EL

Arr

ay

56

Gb

/s

16

Da

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fro

m A

SIC

56

Gb

/s

16

Da

ta O

ut to

AS

IC

1

6 M

on

ito

r P

ho

tod

iod

e A

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16

Page 8: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

SAFE2 TX Channel Architecture

‣ Differential data input with 85Ω terminationand ESD protection

‣ Level-Shifting Attenuator (LSATT)

– Compatible with CMOS signal levels:0.35 to 0.65 Vcm, 0.2 to 1.0 Vppd

– Provides consistent performance across corners and input common modes

‣ Continuous Time Linear Equalizer (CTLE)

– Provides 0 to 6 dB peaking @ 28 GHzequalizing channel from ASIC to TX

‣ Limiting Amplifier (LA)

‣ Multiplexer (AMP)

– Switches between input data,PRBS pattern generator, and fixed 0/1

‣ VCSEL Driver with 3-tap FFE

– LC delay line for power-efficient delay

– 0.75 UI delay per tap

– 2 drivers for VCSEL sparing(only one powered at a time)

‣ Improved performance over SAFE1

‣ Monitor photodiode current amplifier

– Analog output to measure VCSEL optical power

8

ESD& Term

ChipEdge

UnretimedData Input

Monitor PD Current Amp

AnalogTest

PointsAMUX

LSATT

DRV w/ 3-tap FFE

DRV w/ 3-tap FFE

6b DAC(x4)

DRV Biasing

Digital Buffers & Logic

Supply Voltages

3.3V

1.8V

2.5V

1.2V

MU

X

CTLE LA

PRBS Data fromPattern Generator

LC Delay Line

4

To ChipAMUX

ChipEdge

MainVCSEL

SpareVCSELAnalog

Biasing

MonitorPD

Page 9: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

SAFE2 TX Summary

‣ Initial hardware undergoing lab test

– Pre-MOTION VCSELs without sparing

‣Multiple channels measured error-free to 52Gb/s

‣ Full testing awaits faster MOTION VCSELs with

sparing

9

Power supply Data mode PRBS mode

1.8 V 820 mA 1.6 A

3.3 V 256 mA 256 mA

Total power 2.3 W 3.7 W

Energy efficiency 2.6 pJ/bit 4.1 pJ/bit

TX Chip Layout

4.6

3m

m

1.64mm

Simulated Power Consumption

TX Chip Photo

Page 10: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

Measured energy efficiency@50 Gbps : ~2.4 pJ/bit

Error-free to 52G with low BW VCSEL

50G 56G 60G 64G

SAFE2 Tx IC Electrical driving signal

SAFE2 Tx IC w/pre-MOTION VCSEL (< 20GHz BW)46G 48G 50G 52G

SAFE2 TX Initial Results

Page 11: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

SAFE2 RX Channel Architecture

‣ Transimpedance Amplifier (TIA)

– Self-referenced low-noise designconverts photocurrent to voltage

‣ Amplifiers (AMP)

– Convert unbalanced inputto differential output

‣ Analog feedback

– Low pass filtering (LPF) andopamp set low-frequency cutoff

– Vertical slicing level control tofine-tune decision level

‣ Limiting Amplifier (LA)

‣ Continuous Time Linear Equalizer (CTLE)

– Provides 0 to 6 dB peaking@ 28 GHz, equalizingchannel from RX to ASIC

‣ Output driver with 1kV HBM ESD protection

‣ PRBS Checker / Error Detector

– Normally powered down,only used for on-chip testing

11

TIA UnretimedDataOutput

ChipEdge

T-Coil & ESD

LPF

AMUXAnalog

TestPoints

ToChip-levelAMUX

CTLEOUTDRV

PeakingControl

ChipEdge

LA

PD Cathode Bias & DC Sig Det

Digital Buffers & Logic

Vertical SlicingLevel Control

PRBS Checker / Error Detector

Half-RateClock

Supply Voltages

3.3V

1.8V

2.5V

1.2V

AMP

Analog Biasing

ErrorRate

DAC

BU

F

1.0V

Page 12: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

SAFE2 RX Summary

‣ Initial hardware undergoing lab test

– Using pre-MOTION PDs with limited BW

‣ Fully functional to 40Gb/s

‣ Full speed testing awaits assembly with MOTION

PDs

12

Power supply Data mode PRBS mode

1.8 V 480 mA 1.2 A

3.3 V 120 mA 130 mA

Total power 1.3 W 2.7 W

Energy efficiency 1.5 pJ/bit 3 pJ/bit

Simulated Power Consumption

RX Chip Layout

4.6

3m

m

1.64mm

RX Chip Photo

Page 13: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

Glass Carrier Substrate

‣ Successfully designed, modeled and fabricated a glass substrate that can support at least a 16 channel transceiver with BW >30GHz

‣ Substrate is floor planned for production capability on 4 metal layers with embedded passives

‣ Overcame line impedance issues by recharacterizing the supplier’s capability of dielectric thickness.

‣ Extended modeling capability to include host substrates, uBGAs, ICs and optical devices.

13

Page 14: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

56GBd VCSELs and Photodiodes

‣ Designed and fabricated flip chip 56GBd

940nm VCSELs on a production epi and

Wafer fab process

– Realized yields needed for production

– Extending the results to 112PAM4 for

phase 2 feasibility

‣ Implemented a dual aperture structure to

realize laser sparing which dramatically

improves overall system reliability

‣ Designed and Fabricated TWO different

56GBd Photodiodes structures: GaAs

based and InP based.

14

56Gbps (error free)

112Gbps (1E-8)

Page 15: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

Glass Carrier Subassembly

15

MOTION glass carrier assembly – top view

Chip join process• SAFE chip – Cu pillar w SnAg cap

• PD/VCSEL – Au/Sn w formic acid reflow

• Tight spacing btw chips ~ 10µm

• Reflow self alignment precision < 1µm

• No significant challenges remaining

Underfill process• Structural UF for electrical chips

• Epoxy based Optical UF for PD/VCSEL

• Material survey / 4 candidates evaluated / one selected

• New process developed

• Stable optical performance after solder reflow

• Remaining challenges

• Automated dispense manufacturability (small distance

btw SAFE and PD/VCSEL using distinct UF materials)

• UF void control

UF void under PD chip

SAFE Rx

SAFE Tx

4xPDs

4xVCSELs

Glass substrate

VCSEL Au/Sn interconnect

Page 16: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

Electrical Connection

‣ We have realized a high speed socket that is capable of >30GHz operation.

‣ 400um Pitch LGA to LGA

‣ Allows placement of the Co-Packaged transceiver after the ASIC is mounted to the substrate and/or test infrastructure

– Tested to >10K insertions

‣ We have also designed and fabricated a solderable interconnect for MOTION transceiver.

– Allows the same part to be soldered directly to the host ASIC

– Allows for common assembly and test infrastructure

16

Solderable

Interposer

Transceiver on interposer

LGA

Page 17: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

Test Card Emulating MCC

‣ MCC laminate assembled

– SLC 2-2-2 stack up

– GL102F low loss material

– 105 x 105 mm

– Mini-SMP connector for high speed

electrical input/output/clock

– Micro-berg headers for power and

control

– LGA sockets

– Electrical link length matched

‣ Emulates a 1st Level ASIC package

‣ Full Link (both E and O) is possible with

only a clock signal provided.

17

TX SMPs

RX SMPs

Power

Control

IBM Confidential

Page 18: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

Optical Solution and Transceiver Assembly

‣ Developed a disconnectable optical

cable solution allowing the transceiver

to be reflowed

‣ Transceiver footprint: 13mm x 13mm

x 6mm high (not including heat sink)

18

Page 19: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

How much additional bandwidth

can MOTION provide?

19

HBM HBM HBM HBM HBM HBM

170

GB/s

2 x 12.5 GB/s

Network

TOR

NIC

(1) Co-packaging enables higher-radix switches flatter network.

(2) Optics on CPU & GPU modules enables higher on-node

bandwidth.

(3) Co-packaged optics may free up electrical package pins for more electr. DRAM channels.

SUMMIT-like Node

Possible insertion points of co-packaged optics on switches

example of co-packaged optics enabling

51.2-Tb/s switch on 90 x 90-mm2 carrier

with 13x13 mm2-modules

40% fill factor

Page 20: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

The benefits of higher-radix switches enabled by MOTION

20

324x

TOR TOR

P

A A A

P

A A A…

NIC

CORE SWITCH CORE SWITCH…

18x

TOR TOR

P

A A A

P

A A A…

NIC…

18x

SPINE SPINE SPINE…18x

LEAF LEAF LEAF LEAF…36x

36 leaf switches x 18 ports 648 ports

2-level fat tree in a box built from 54

36-port switches

18x

648x

18x

18x

18x

36x

… … … …

SUMMIT-like: 1620 36x36 SWITCH MODULES

(1x)

…324x

20

MOTION: 1280 128x128 SWITCH MODULES

18x

TOR TOR

A A A … A A A

P P

NIC

TOR TOR

A A A … A A A

P P

NIC

CORE SWITCH CORE SWITCH64x

64x

512x

64x

SPINE SPINE SPINE…4x

LEAF LEAF LEAF LEAF…8x

8 leaf switches x 64 ports 512 ports

2-level fat tree in a box built from 12

128-port switches64x

64x

128x

… … … …

(16x)

648x…

512x…

2 links / node 6 links / node

• 3x more network end points for 21% fewer switch modules

• 2.8x higher bisection BW for 100 Gb/s per port (11.2x for 400 Gb/s)

• MOTION opens the way to direct-network-attached accelerators

Page 21: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

Network performance analysis: MOTION vs. Summit

21

Venus discrete event

network simulator

Traffic and Network

Generator

RX buffer size Infinite

Message size 1024 B

Generation distribution Bernoulli

Data rate 100/400

Gbps

Load [0.1-1]

Adapter/Switch

Type InfiniBand

Data rate per link 100/400

Gbps

Delay 100 ns

Switch Buffer per port 128 KB

Packet size 1024 B

Routing algorithm Random

Uniform, BitComplement, BitReverse: Linear throughput increase for all systems

2.8x and 11.2x higher throughput for 100 and 400 Gb/s data rates

BitTranspose: earlier saturation due to the significantly fewer destination nodes

4.3x and 17.2x higher throughput for 100 and 400 Gb/s data rates

MOTION-400: best mean packet delay for all cases

Page 22: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

MOTION (16x56Gbps NRZ Co-packaged Optical Assembly)

‣ The MOTION Co-packaged Optical Assembly(COA) is targeted at low-latency optical-interconnect applications which value;

– High bandwidth density per square-millimeter

– Protocol Agnostic capability up to 56Gbps-NRZ/channel on 16-duplex channels with 1:1 redundancy of optical transmitter

– Low latency, and power, by maintaining NRZ encoding with pre-FEC BER performance <1e-12, and new short-reach (XSR) electrical interface

‣ Three market segments Identified and Pursuing COA applications:

– Massively Parallel Processing / High Performance Computing & AI-Deep Learning

– Metro-access Edge Compute Equipment for network-edge datacenters & AI-Inference

– High-performance FPGA interconnects serving Aerospace, High-resolution Imaging, & future compute-accelerator technologies

‣ Key challenge to commercialization is customer timeline for releasing applications & aligning funding to commit to a production contract

– Concern with OEM funding coming available without an adequate lead time required for a commercial production ramp

– Team will utilize Phase 2 to continue advanced development milestones to prove feasibility and expand product capability to support 56Gbaud (112Gbps)-PAM4 modulation to increase COA value proposition to all markets including “OEM Switch”

22

Technology-to-Market

Page 23: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

Co-Packaging on Organic Laminates: MOTION Phase 2

23

ARPA-E (U.S. Department of Energy) sponsored project, Phase 2: 2 years

– IBM and Finisar Inc. (now II-VI Inc.)

Target specifications

Electrical Interface: 80 channels @ 56G NRZ, single ended encoded bus (SE-BUS)

Optical Interface: 32 channels @ 112G PAM-4, 16 fibers, 2 wavelengths

< 2 pJ/bit (< 7 W, 32 channels)

0oC to 70oC Case

6 dB (electrical) link budget (XSR-like)

2 dB optical link margin (30m w/connectors)

W:13 mm x D:13 mm x H:4 mm

Package can withstand reflow onto ASIC 1st level laminate

=MOTION=: Multi-wavelength

Optical Transceivers

Integrated on Node

Page 24: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

Phase 2 CMOS Transmitter and Receiver ICs

‣ Tx integrates 32x 112G PAM4 transmit lanes

‣ Quarter rate architecture

‣ Input C4 clock, which comes from a single clock

multiplier, runs at ¼ of the baud rate (56/4=14GHz)

‣ Power budget

– Electrical: 0.3pJ/bit, Optical interface: 0.7pJ/bit

24

‣ Rx integrates 32x 112G PAM4 receive lanes

‣ Quarter rate architecture

‣ Input C4 clock, which comes from a single clock

multiplier, runs at ¼ of the baud rate (56/4=14GHz)

‣ A phase rotator is used to adjust the phase of the

incoming ¼ rate clock. The output of the phase

rotator goes to a quadrature clock phase generator

‣ Power budget

– Electrical: 0.5pJ/bit, Optical interface: 0.5pJ/bit

Page 25: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

MOTION Phase 2: 100GPAM4 VCSELs and PDs

‣ In Phase 2 we will continue to extend

the work on high speed VCSELs

112PAM4 on a high volume production

EPI and Wafer Fab

‣ Lowering the cost of fiber optics

communication to DAC cost levels

– Necessary for server to switch

applications

‣ Lowering the total power to <2pJ /bit

(including the light source)

‣Multi Wavelength to further utilize the

fiber bandwidth (cost)

25

Page 26: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

MOTION2: Glass Substrate and Optical Assembly

‣ During Phase 2 we will extend the

capability to create a 2l x 16ch x

112PAM4 Transceiver

‣ The glass substrate will remain the

same size (4x the BW density) however

the LGA pitch will shrink to 300um.

‣ Optics will include the 32ch WDM MUX

& Demux in the same vertical space.

‣ Our target is to retain reflowability and

develop a 300um pitch socket for the

transceiver as well.

‣ Thermal path for 105mW/mm2

26

Concept FloorplanConcept I/O Footprint

105mW/mm2

2l

VC

SE

Larr

ay

Optic

Page 27: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

Phase 2: IBM SYSTEMS TECHNOLOGY EVALUATION

• Goal: To assess the technology readiness of co-packaged optics

• Optical transceivers soldered directly on the top surface of a laminate package will be built

• Positive results after two evaluation cycles (two cycles of learning) would result in a recommendation that this technology could move into productization phases of work

• Socketed optical transceivers will be evaluated through modeling

• The IBM Systems group will perform this technology evaluation focusing on the thermal & mechanical robustness of packaging:

• Four (4) optical transceivers and one (1) test site die on the top of a single FC-PLGA laminate, assembled with a thermal lid

• Evaluation challenges:

• Assembly Processing

• Package Reliability

• Thermal Performance

Demonstrating a viable path to system integration is necessary before this technology can be considered in a product plan.

Page 28: Multi-wavelength Optical Transceivers Integrated On Node ... · Co-Packaging on Organic Laminates: MOTION Phase 1 5 ARPA-E (U.S. Department of Energy) sponsored project, Phase 1:

Acknowledgements: MOTION Phase 1 Team members & Sponsor

‣ IBM Research

– C. Baks, A. Benner, R. Budd, T. Dickson, F. Doany, B. Lee, W. Lee, M. Meghelli, P. Pepeljugoski,

J. Proesel, M. Taubenblatt, L. Schares, M. Schultz, P. Maniotis, P. Stark, D. Kuchta,

‣ IBM Bromont

– L-M. Achard, P. Fortier, C. Dufort, E. Tucotte, C. Bureau, M. Pion, Y. Cossette, P. Ducharme,

S. Desputeau, A. Janta-Polczynski, P. Minier

‣ Finisar Corporation

– D. Case, P. Chen, F. Flens, J. Glover, C. Kocot, K. Koski, G. Light, T. Nguyen, S. Pandy, S Quadery,

K. Szczerba, B. Wang, P Westbergh

2828

Acknowledgment: “The information, data, or work presented herein was funded in part

by the Advanced Research Projects Agency-Energy (ARPA-E), U.S. Department of

Energy, under Award Number DE-AR0000846. The views and opinions of authors

expressed herein do not necessarily state or reflect those of the United States

Government or any agency thereof.”