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Le Quartz, 75 Cours Emile Zola –

69100 Villeurbanne, France

Tel : +33 472 83 01 80 - Fax : +33 472 83 01 83

Web: http://www.yole.fr

Semi Networking Day

Packaging – Key for System Integration

© 2013• 22013 Copyrights © Yole Développement SA. All right reserved.

Christophe Fitamant

Sales & Marketing Director, Yole Développement

Christophe Fitamant joined Yole Développement in 2013 to lead Média and Sales activities. He holds

an engineering degree of INP Grenoble - Phelma - with a major in Chemical Process Engineering. He

has worked at IBM Corbeil-Essonnes, and Applied Materials. He’s lived in California when he managed

the Applied etch product support group for Taiwan and Japan. Back to France for Lam Research he

first took the responsibility of the ST Crolles site, before taking the Sales Account Management for

Europe. With the acquisition of SEZ in Austria by Lam in 2008, he led Sales and Marketing for Lam

penetration in MEMS and Advanced Packaging for Clean.

Semi Networking Day

© 2013• 3

Fields of Expertise

• Yole Developpement is a market, technology and strategy consultingcompany, founded in 1998. We operate in the following areas:

• Our expertise is based on research done by our in-house analysts,conducting open-ended interviews with most industry players.

• 30+ full time analysts with technical and marketing degrees

• Primary research including over 3,500 interviews per year

MEMS & image sensors

Photovoltaic

Advanced Packaging

Microfluidic

& Med Tech

Power Electronics

HB LED, LED & LD Equipment and materials

© 2013• 42013 Copyrights © Yole Développement SA. All right reserved.

Yole Activities in a Nutshell

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Rozalia Beica

Chief Technical Officer, Yole Développement

Rozalia Beica is the CTO and Business Unit Manager leading Advanced / 3D Packaging and

Semiconductor Manufacturing activities within Yole Développement. For more than 15 years she has

been involved in research, strategic marketing and application of WLP and 3D/TSV at materials (Rohm

and Haas), equipment (Semitool, Applied Materials, Lam Research) and device manufacturing (Maxim

IC) organizations.

Rozalia has authored over 50 papers and publications and she is actively participating in several 3D &

Advanced Packaging Committees worldwide.

Rozalia holds a M.Sc. in Chemical Engineering (Romania), a M. Sc. In Management of Technology

(USA) and a GXMBA from IE University (Spain).

Semi Networking Day

© 2013

Copyrights © Yole Développement SA. All rights reserved.

Business Trends in Advanced

Packaging

Courtesy of Fraunhofer-IZM

Rozalia Beica

SEMI Networking Day: Packaging - Key for System Integration

Porto – June 27, 2013

Nokia

© 2013 • 7Copyrights © Yole Développement SA. All rights reserved.

Presentation Outline

FCI NXP

Advanced Packaging

Platforms

Emerging Packaging

Technologies

FOWLP

Market Forecasts

Cost Considerations

IP Activities

Conclusions

© 2013 • 8Copyrights © Yole Développement SA. All rights reserved.

Introduction

Wafer-level-packaging market is gaining more and more significance in the semiconductor industry; it

shows the greatest potential for significant future growth in the semiconductor industry.

Historically supported by the market growth in flip-chip wafer bumping with electroplated gold, solder

bumps and today copper pillars; wafer-level-packages are actually coming in many different, namely

Fan-in WLCSP packages, 3D WLP, FO WLP packages, 2.5D Glass / Silicon interposers and of course

3DIC integration with TSV interconnects.

The evolution of semiconductor packaging technologies over the past 40 years has

been driven by the need to bridge the increasing “I/O interconnect gap”, between the

fast decreasing silicon geometries (Moore’s law) and the slower shrink of the Printed

Circuit Board technologies

© 2013 • 9Copyrights © Yole Développement SA. All rights reserved.

2011 2012 2013 2014 2015 2016 2017

TOT Semiconductor IC wafers 84 92 101 111 122 135 148

TOT Wafer-Scale-Packaged IC wafers 13 14 17 21 25 31 35

% ratio 15% 16% 17% 19% 20% 23% 23%

0%

5%

10%

15%

20%

25%

30%

35%

40%

45%

50%

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160

% p

enet

rati

on

Rat

io

Waf

er

ship

me

nts

(i

n M

un

its

of

30

0m

m w

afer

s eq

.)

% Ratio of WW Semiconductor IC Wafers Packaged at the Wafer-Scale(Volume in millions of 300mm wafers eq.)

Yole Développement © October 2012

Wafer-Level-PackagingIn the semiconductor IC wafer processing industry

• In 2012, ~ 16% of overall semiconductor IC wafers were manufactured with packaging features

(bumping, RDL, TSV, etc…) processed at the wafer-scale

CAGR

21%

10%

© 2013 • 10Copyrights © Yole Développement SA. All rights reserved.

Advanced Packaging Platforms

PANEL / WLP Platforms

Wafer-Level Electrical Redistribution

Flip-chip & Wafer-LevelStacking / Integration

WL CSP‘Fan-in’

FOWLP‘Fan-out’

Glass / Silicon Flip-chip wafer bumping

on BGA

3D IC

& TSVEmbedded die in PCB / laminate

Wafer-Level Interface / Encapsulation

3D WLPFor MEMS & sensors

(also called 3D SiP sometimes)

LED & Sensors

WLOptics 2.5D

interposers

Historically supported by flip-chip wafer bumping with electroplated gold & solder bumps, today

there are an array of solutions, such as: copper pillars, Fan-in WLCSP packages, 3D WLP, FO-WLP

packages, 2.5D Glass / Silicon interposers and 3DIC with TSV interconnects

Wafer-level-packages have emerged in many different varieties that can be categorized

into different advanced packaging technology platforms

© 2013 • 11Copyrights © Yole Développement SA. All rights reserved.

WLP – “Middle-End” Technologies

FEwafer manufacturing

‘Middle-end’

BEassembly & testetch

implant

CVD

PVD

CMP

Wafer test

TSV bumpingRDL / wiring C2W

C2C / C2S

underfill molding Final testhandling

thinning BGAdicing

inspection

cleaning

“Middle-end” vs Front-End vs Back-End

inspection W2W

Courtesy of Stats ChipPAC

Wafer level packages are true “Middle-end’ technologies, leverage similar type of process

manufacturing know-how

Middle-end is a strategic area where Foundries, OSATs, WLP Houses and IDMs stepped in,

an infrastructure that has emerged by itself in the last 5 years.

Middle-end infrastructure is growing and is the leading driver and the fastest growing

semiconductor packaging technology with more than 18% CAGR in units over the next 6 years

Middle end technologies are found in the overlap area between the IDMs or CMOS foundries’ back-

end of line (BEOL) wafer fabs and the the back-end wafer bumping assembly facilities of the OSATs

and wafer bumping houses

© 2013 • 12Copyrights © Yole Développement SA. All rights reserved.

Technological Differences

Bump

characteristics

Plating

pitch: < 60µm

WAFER BUMPING

FLIP CHIP WAFER LEVEL PACKAGING

FC BGA FC CSP FAN IN FAN OUT

Bump

characteristics

Plating, screen

printing

pitch: <180µm

Bump

characteristics

Plating, screen

printing, stud

pitch: < 150µm

Courtesy of Statschippac

CHIP

EMBEDDIN

G

Chip on Board

COF/COG

Bump

characteristics

Ball dropping

pitch: 400-500µm

Bump

characteristics

Plating

pitch: <150µm

Courtesy of

NXP and FCI

Courtesy of 3M

Silicon on silicon

microbumping

Courtesy

of SPIL

Packaging applications, as a function of pitch size requirements are divided in flip chip

and wafer level packaging.

While flip chip is more economically feasible to smaller size pitches (< 200um), larger

pitch size requirements are addressed using embedded technologies

© 2013 • 13Copyrights © Yole Développement SA. All rights reserved.

Middle-end Infrastructure is Growing

Significant growth of 3D Packages: 3D IC, Embedded (3D SIP and FOWLP) and Interposers

0,0

5,0

10,0

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20,0

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35,0

40,0

2011 2012 2013 2014 2015 2016 2017

Vo

lum

e (i

n M

un

its

of

30

0m

m w

afer

eq

.)

Global Wafer-Level-Packaging Demand(in Munits of 300mm wafer eq. )

Yole Développement © October 2012

3DIC

Flip-chip

2.5D interposers

3D WLP

WL CSP

FO WLP

3D SiP

« Mid-End » infrastructure – the leading driver and the fastest growing semiconductor

packaging technology with more than 18% CAGR in units over the next 6 years

© 2013 • 14Copyrights © Yole Développement SA. All rights reserved.

In 2012, the equipment market is lower compared to the market in 2011 due to the high

investment made in 2011 for 3D IC & WLP applications.

TOT $867 M $642 M $863 M $1,204M $1,721M $2,578M $3,782M

Equipment Market Needs for WLP

28%

$0 M

$500 M

$1 000 M

$1 500 M

$2 000 M

$2 500 M

$3 000 M

$3 500 M

$4 000 M

2011 2012 2013 2014 2015 2016 2017

Sale

s fo

reca

sts

(M$

)

Global Equipment Market Forecastfor 3DIC & Wafer-Level-Packaging (in M$)

3DIC TSV stacks

FO WLP / SiP

3D WLP

Fan-in WL CSP

2.5D interposers

Flip-chip wafer bumping

Yole Développement © October 2012

© 2013 • 15Copyrights © Yole Développement SA. All rights reserved.

2011 2012 2013 2014 2015 2016 2017

Global Materials market forecast breakdownfor 3DIC & Wafer-Level-Packaging (in M$)

The material market will grow from ~$590M this year to over $2B by 2017 with a CAGR of 23%,

driven mainly by the expansion of 2.5D interposers and 3D TSV& WLP platforms.

CAGR

$0 M

$500 M

$1 000 M

$1 500 M

$2 000 M

$2 500 M

2011 2012 2013 2014 2015 2016 2017

Sale

s fo

reca

sts

(M$

)

Global Materials Market Forecast Breakdownfor 3DIC & Wafer-Level-Packaging (in M$)

3DIC TSV stacks

FO WLP / SiP

3D WLP

Fan-in WL CSP

2.5D interposers

Flip-chip waferbumping

Yole Développement © October 2012

Materials Market Needs for WLP

© 2013 • 16Copyrights © Yole Développement SA. All rights reserved.

FOWLP (based on electrical redistribution)

Embedded die in PCB/laminate (based on stacking/integration approach)

Embedded Wafer Level Packaging

PANEL / WLP Platforms

Wafer-Level Electrical Redistribution

Flip-chip & Wafer-LevelStacking / Integration

WL CSP‘Fan-in’

FOWLP‘Fan-out’

Glass / Silicon Flip-chip wafer bumping

on BGA

3D IC

& TSVEmbedded die in PCB / laminate

Wafer-Level Interface / Encapsulation

3D WLPFor MEMS & sensors

(also called 3D SiP sometimes)

LED & Sensors

WLOptics 2.5D

interposers

Embedded

Technologies

© 2013 • 17Copyrights © Yole Développement SA. All rights reserved.

Market Trends The move to embedded wafer-level-packages

Embedded wafer-level-packaging technologies are not new Several players, such as Freescale with RCP, Infineon with eWLB, and

Ibiden for die embedding into PCB laminated substrates have developed

dedicated technologies and have processed IP in this area for years.

Benefits of embedded package integration include: Miniaturization, electrical and thermal performance improvement, cost

reduction and simplification of logistic for OEMs1st-generation eWLB cross-section

(Courtesy of Infineon)

Integrated passive IC “ready” for

embedding into PCB laminate

(Courtesy of NXP/FCI)

Embedded die iBGA package(Courtesy of Imbera/Daeduck)

Multi-chip SiP Module

based on Chip Embedding technology(Courtesy of AT&S)

© 2013 • 18Copyrights © Yole Développement SA. All rights reserved.

Concepts for FOWLP/Embedded Die in Package

• Two types of Embedded Wafer-level-packages are emerging

– FOWLP is based on a reconfigured molded wafer infrastructure

– Embedded die in package is based on a PCB type of panel infrastructure

FOWLP1st generation

Embedded dieSingle chip

Embedded SiP

Embedded PoP

FO MCP

FO SiP

FO PoP

Embedded MCP

Courtesy of AT&S

AT&S

NANIUM

© 2013

Copyrights © Yole Développement SA. All rights reserved.

Fan-out WLP

NANIUM

© 2013 • 20Copyrights © Yole Développement SA. All rights reserved.

FOWLP Cost Motivation to Continue Die Shrinkage!

• Filling the I/O gap between IC and PCB evolution– Some restrictions are appearing at the package level, since global chip trends tend toward smaller chip areas

with an increasing number of interconnects: so the shrinkage of the pitches and pads at the chip/package

interface is happening much faster than the shrinkage at the package/board. As a result:

• FC-CSP, WB/FC-BGA package cost is increasing fast with I/O density (mainly due to interposer substrate cost)

• Fan-in WLCSP are substrate-less but face inherent limitations due to available die area for re-routing

Fan-out WLP has the potential to realize any number of interconnects

with standard pitches at any shrink stage of the wafer node technology

PCB 0.5mm pitch

Wireless SOC 90nm

“Fan-in” WLCSP

PCB 0.4mm pitch

Wireless SOC 45nm

“Fan-Out” WLP

Next CMOS

generation

Smaller die size Lower “front-end” cost thanks to

more advanced lithography

No more interposer substrate/micro-bumps/WB RDL on Fan-Out area provided are sufficient!

Higher functionality when moving to “Combo(s)”

Same or even higher pin-counts are possible

PCB mother-board need to remain cheap Pitch

evolution is typically limited to 0.5 - 0.4mm

Next CMOS

generation

PCB 0.5mm pitch

Wireless SOC 65nm

FC-CSP, WB/FC-BGA

© 2013 • 21Copyrights © Yole Développement SA. All rights reserved.

FOWLP Thickness Motivation

• Meeting with new form factor and package performance

– Some specific Power Management Units (PMU) have > 120 I/Os pads, all located at the

center of the PMU chip due to specific IC design reasons. Using Wire Bonds takes a lot

of height to connect the chip to the UFBGA substrate Move to FC-BGA/FOWLP

– First simulations show that electrical performance and heat dissipation are expected to

be better than WB-BGA/FC-BGA configurations (please see next slides)

PCB 0.5mm pitch

PMU chip

“Fan-Out” WLP

No Wire-Bond Lower package height

Better heat dissipation FC configuration

No more interposer substrate/micro-bumps/WB

RDL on Fan-Out area provided are sufficient!

0.55mm

PCB 0.5mm pitch

PMU chip

WB-BGA

I/O pads are all located at the center of the die

Front-end IC design constraint!

Issues are: package height (necessary for Wire-

Bonds) and thermal dissipation (flip-chip packages

would be better)

0.8mm

© 2013 • 22Copyrights © Yole Développement SA. All rights reserved.

Expected Fan-Out WLP Technology Benefits

• Fan-out Wafer Level Packages like eWLB offer

the following differentiated advantages

– Over flip-chip BGA:• Slightly smaller footprint (clearance distances to the edges

are smaller)

• Thinner package

• Substrate-less package (shorter interconnections meaning

higher electrical performance and cheaper in the long run)

• Future potential for SiP and 3D integration

• Lower thermal resistance

• Simplified supply chain infrastructure

– Over fan-in WLCSP:• Higher board-level reliability

• Fan-out area to counter the pad limitation issue, adaptable

to customer needs

• Only confirmed good dice are packaged

• Potential for SiP integration

• Lower thermal resistance

• Built-in back-side protection

• No restriction in bump pitch

Fan-Out WLP

FC BGA

Fan-in WLCSP

IC

IC

IC

© 2013 • 23Copyrights © Yole Développement SA. All rights reserved.

First eWLB Package in High-Volume Production!

• First design win for eWLB– In early 2009, Infineon (GE) was the

first company to commercialize its

own eWLB packaging technology in

an LGE cell-phone

– ASE and STATSChipPAC are

qualified as subcontractors

for eWLB manufacturing

– Infineon’s chip is a wireless

baseband SOC

with multiple

integrated functions(GPS, FM radio, BT)

– The same eWLB

product is in

production in

some Nokia

handsets

since 2010

The first eWLB

package with

Infineon’s

wireless

Baseband SOC

was found in

an LG cell-

phone(Reverse

Engineering

pictures courtesy

of SystemPlus

Consulting and

Binghamton

University )

© 2013 • 24Copyrights © Yole Développement SA. All rights reserved.

BGA vs. FOWLP Cost Structure*

MaterialsDirect / Indirect

(mold compound, passivation

resists, chemistries and

cleaners)55%

Depreciation of equipments

30%

Test15%

FO WLP package - Cost structure scenario in 2010 -

Test25%

Substrate30%

Assembly Process +

Materials (wire bonds, die attach,

molding…)20%

Depreciation of equipments

25%

WB BGA package - Cost structure scenario in 2010 -

• BGA packaging technology has today reached a maturation point where it is difficult to scale

the cost down further. On the other hand, FOWLP platform has a new value proposal because:– Substrate, Wire bonds, underfill and µ-bumps are removed Reduced cost and no more substrate inventories!

– The “BOM” – Bill Of Materials – is likely to aggressively scale down in cost with time, thanks to

• Standardization of new material selection (mold compound, passivation resists, chemistries & cleaners, etc.)

• Amortization of the infrastructures (linked to new equipment introduced)

• Combinations and synergy between Wafer Test/Final Test procedures

* For a reference

scenario of 64 I/Os,

0.4mm pitch, same IC

application

WB BGA Package FOWLP Package

© 2013 • 25Copyrights © Yole Développement SA. All rights reserved.

FOWLP Cost Model (2012 Data Update)

WL CSP

0.8

0.6

0.5

0.4

0.3

0.2

0.1

Pri

ce

pe

r p

in (

c$

)

0 10 35 100 350 750 Pin count #

WB-BGA

FC BGA

QFN300mm FOWLP single RDL

300mm FOWLP double RDL

• FOWLP is now a lower-cost package platform than any competing flip-chip solution– The FOWLP cost position (0.002 - 0.003 $/IO) is a clear advantage compared to flip-chip packages today

– However, the application window is still quite narrow (between 35 – 700 IOs only) and there’s strong

restriction in terms of chip to package IC co-design environment only a few companies are mature enough

to design their chip/package for FOWLP at this early stage

© 2013 • 26Copyrights © Yole Développement SA. All rights reserved.

FOWLP Cost Analysis Conclusion

• There is no barrier to entry for FOWLP from the “end-user” perspective, as it is

estimated that FOWLP manufacturing cost will be reduced by 2-2.5x in a five-year time

frame between 2010-2015, thanks to several different factors:

Yield, test and productivity of FOWLP lines will rapidly increase

with time

Production volume will increase dramatically with time

Depreciation of the infrastructure with time

New infrastructure will emerge for PANEL

FOWLP manufacturing using “Gen2” LCD

display old fabs

2010 2012 2014

$0.10

FOWLP

Cost/die*

$0.20

$0.30

$0.5

2016

300mm

FOWLP

PANEL

FOWLP470mmx370mm

200mm

FOWLP

2.5x Cost reduction!

2008

* for a reference scenario

© 2013 • 27Copyrights © Yole Développement SA. All rights reserved.

$0M

$100M

$200M

$300M

$400M

$500M

$600M

$700M

2008 2009 2010 2011 2012F 2013F 2014F 2015F 2016F 2017F 2018F 2019F 2020F

TOT FOWLP (M$) $13M $48M $75M $107M $114M $107M $118M $195M $280M $374M $477M $571M $641M

FO

-WL

P R

eve

nu

es (

M $

)

FOWLP activity revenues (M$)Overall evolution since eWLB technology introduction

Yole Developpement © October 2012

FOWLP Activity Market Evolution & Forecast

CAGR ~ 0%

Intel Mobile/

IFX eWLB driven

Transition phase

Ramp-up with fab-less wireless

IC players and wide FOWLP

infrastructure/supply-chain

© 2013 • 28Copyrights © Yole Développement SA. All rights reserved.

• Beyond digital wireless SOC applications (APE/BB, BB, ASICs, FPGA, etc.), FOWLP market

demand will be driven by very different application fields, such as RF, Analog, MEMS and

stacked memory markets

0

500

1 000

1 500

2 000

2 500

2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020

3D Stacked DRAM 0 0 0 0 0 1 2 3 4 4 5

3D Stacked NAND Flash 0 0 0 0 0 9 19 33 49 68 84

MEMS / Sensors 0 0 0 0 4 23 40 63 78 105 123

Logic 3D SiP / SoC 243 324 323 281 241 334 469 623 780 944 1 066

RF, Power, Analog & Mixed signal 10 32 57 89 136 300 432 531 686 758 925

Devic

e c

ount

(Munits)

FOWLP Forecast Shipment (Munits): Breakdown by industry

Yole Developpement © October 2012

FOWLP Unit Forecast Shipment by Industry

© 2013 • 29Copyrights © Yole Développement SA. All rights reserved.

Overall Trend of Patent Filing in the Domain

The FOWLP technological area has picked up significantly only in recent years, coinciding with the need

to meet future device packaging requirements

0

20

40

60

80

100

1967 1994 1996 1998 2000 2002 2004 2006 2008 2010

No

. o

f P

ate

nt

Fam

ilie

s

Priority Years

Patent filing trends for FOWLP technologies

Yole Developpement © July 2012

Preliminary remark: for all of the evolution charts, the data corresponding to the years 2010 and 2011 may

not be complete, since a significant number of patent applications filed during those years might not have

been published yet.

© 2013 • 30Copyrights © Yole Développement SA. All rights reserved.

Priority Years

14 41

15 40

1 19 17

2 34

14 13 2 4

1 16 11

2 2 19

2 13

1 8 3

8 3

Evolution of top 10 assignees for FOWLP patents (includes related and relevant)

ACE (TW)

INFINEON (GE)

SAMSUNG (KR)

STATS CHIPPAC (SG)

TESSERA (USA)

ASE (TW)

FREESCALE (USA)

MICRON (USA)

MEGICA (TW)

QIMONDA (GE)

Up to 1995 1996 - 2000 2001 - 2005 2006 - 2011

Evolution of Top 10 Assignees for FOWLP Patents

Bubble size represent number of Patent Families

• In recent years (i.e. from 2005), most players have increased their focus on innovation

• Exceptions: Tessera and Micron, whose filings in the last few years have decreased.

Yole Developpement © July 2012

© 2013 • 31Copyrights © Yole Développement SA. All rights reserved.

Most Patented FOWLP Steps and Most Active

Assignees

Singulation KGD

1Contact

pad3 Die

placement - Carrier47

Bonding10

Encapsulation29Carrier

Debonding1

Passivation3

RDL(single)

58

RDL(multiple)

14

Bump11

Yole Developpement ©, July 2012

Basic step Most active assignee

RDL (single) ACE, Tessera

Die placement - Carrier ACE

Encapsulation Infineon, Tessera

RDL (multiple) Freescale

Bump Infineon

Bonding Amkor

Passivation Infineon, ST, ACE

Contact pad Infineon

Singulation , KGD Samsung

Carrier Debonding Infineon

• Most efforts are dedicated to RDL (to improve signal redistribution), die placement (to limit

die shift issue) and encapsulation (to reduce CTE mismatch)

© 2013 • 32Copyrights © Yole Développement SA. All rights reserved.

FOWLP Conclusions

FOWLP is a new packaging platform offering new solutions towards integration and miniaturization (10um

line/space, reduced package thickness < 0.5mm, etc.)

FOWLP technology basically extends the concept of wafer scale packaging to many new applications that

are today packaged in BGA and WL CSP packages.

Key applications driving initial FOWLP volume demand will be wireless basebands, RF transceivers and

power management units. Other applications include stacked memories and analog-specific ICs such as

audio codec, MEMS & Sensors, network switches, etc.

A new production infrastructure and opportunity to scale packaging cost down by:

• Increasing wafer diameter (300mm) and moving to PANEL size

• Decreasing importance of material volume in general (as substrate is removed)

• Simplifying the manufacturing infrastructure

• Optimizing supply chain, inventory and cycle times

• Value chain consolidation

Main challenges facing FOWLP are:

• CTE mismatch on bigger package dimensions > 8x8mm (target are 10x10mm, 12x12mm)

• Cost and market acceptance

• Co-design tool implementation

• Manufacturing yield improvements (70% 80% 95-98%)

• Testing approach is yet to be defined (the ultimate goal being to realize the Wafer Test and Final Test in the same

infrastructure)

• Development of “2nd-generation” FOWLP with multi-die and double-side RDL to enter in the 3D SiP dimension

© 2013

Copyrights © Yole Développement SA. All rights reserved.

Thank you!

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Yole Activities in a Nutshell

MEDIANews feed / Magazines / Webcasts

REPORTSMarket & technology

Patent Analysis

Reverse costing report

CONSULTINGMarket research

Technology & Strategy

Patent Analysis

www.yole.fr

YOLE FINANCE M&A / Due Diligence /

Fund raising services


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