trends & applications today’s presentation principal · 2017-10-31 · next? why?...
TRANSCRIPT
10
/27
/20
171
DESIG
NIN
G F
OR B
IG D
ATA
OC
TO
BER
26
, 20
17
CR
AIG
PA
RK
, FSM
PS
, AS
SO
C. A
IA
Prin
cipal
TH
E S
EXTA
NT G
RO
UP
TO
DA
Y’S
PR
ESEN
TA
TIO
N
•IN
TR
OD
UC
TIO
N
–5
TR
EN
DS
IN D
ES
IGN
FO
R B
IG D
ATA
•C
ON
NE
CT
IVIT
Y
–W
IRE
D &
WIR
EL
ES
S, C
AM
PU
S T
O T
HE
CL
OU
D
•V
ISU
AL
IZA
TIO
N
–T
RE
ND
S, T
RIC
KS
& T
EC
HN
OL
OG
IES
•C
OL
LA
BO
RA
TIO
N
–F
RO
M S
CR
EE
N S
HA
RIN
G T
O G
RO
UP
INT
ER
AC
TIO
N
•Q
&A
INT
RO
DU
CT
ION
Tre
nd
s &
Ap
plic
atio
ns
10
/27
/20
172
5 T
REN
DS IN
DESIG
N F
OR
BIG
DA
TA
…
•In
tern
et o
f Th
ing
s–
Se
nso
rs &
Be
aco
ns
•U
nifie
d C
om
mu
nic
atio
ns
–B
YO
D A
nyw
he
re, A
ny T
ime
•A
ug
men
ted
Reality
–+
AI, V
R &
MR
•U
ser E
xp
erie
nce (U
X)
–In
tuitiv
e In
terfa
ce
•P
red
ictiv
e A
naly
tics
–A
pp
lica
tion
RO
I
DA
TA
CO
NN
EC
TIV
ITY
Wire
d &
Wire
less, C
am
pu
s to
the C
lou
d
AN
ALYTIC
S R
OI
Wh
at
Ha
pp
en
ed
?W
ha
t H
ap
pe
ne
d?
Wh
at’s
Ne
xt?
Wh
at’s
Ne
xt?
Wh
y?
Qu
an
tifiab
le R
OI
Bu
sine
ss
Inte
llige
nce
80
%
Pre
dictiv
e
An
aly
tics
25
0%
10
/27
/20
173
E-E
VER
YTH
ING
, IP-E
VER
TH
ING
ELSE…
BA
ND
WID
TH
: TH
E 4
TH
UTIL
ITY
�C
op
pe
r Ca
ble
�P
erfo
rma
nce
ga
ins w
ith co
pp
er
con
tinu
e to
be
rea
lized
�1
00
Mb
/ 1 G
b/ 1
0 G
b
�O
ptica
l Fib
er
�1
2%
an
nu
al g
row
th fo
r Fib
er
thro
ug
h 2
02
5
�S
tron
g d
em
an
d fo
r ad
van
ced
IT
an
d e
me
rgin
g m
ultim
ed
ia
service
s
�G
PO
N se
cure
infra
structu
re
be
com
ing
cost e
ffective
CU
T T
HE C
OR
D
�W
irele
ss L
AN
(Wi-F
i) �
To
day: 5
0+
millio
n W
i-Fi
netw
ork
s
�To
tal W
irele
ss E
co
no
my:
�$140.2
B (s
erv
ices,
infra
stru
ctu
re, s
oftw
are
, h
ard
ware
, etc
.) in U
S�
67%
of U
S h
om
es
netw
ork
ed
�W
i-Max, 4
G, B
lueto
oth
, R
FID
, Zig
bee, W
HD
I, etc
.
10
/27
/20
174
Da
ta C
en
ter
MD
F
Ca
mp
us/B
uild
ing
IDF
Da
ta C
lose
t
IDF
Use
r Acce
ss
TR
AD
ITIO
NA
L C
OP
PER
IT IN
FR
ASTR
UC
TU
RE
Trad
ition
al A
ctive
Eth
ern
et
Loca
l Pro
visio
nin
g &
Ma
na
ge
me
nt
Trad
ition
al A
ctive
Eth
ern
et
T rad
ition
al A
ctive
Eth
ern
et
Trad
ition
al A
ctive
Eth
ern
et
Dista
nce
Limite
d
Co
pp
er =
10
0 M
Dista
nce
Limite
d
Co
pp
er =
10
0 M
Dista
nce
Limite
d
Co
pp
er =
10
0 M
De
skto
p
Cla
ssroo
m
Hu
dd
le R
oo
m
Ag
gre
gatio
n
Distrib
utio
n
Da
ta C
en
ter
MD
F
Ca
mp
us/B
uild
ing
IDF
Da
ta C
lose
t
IDF
Use
r Acce
ss
GIG
AB
IT P
ASSIV
E O
PTIC
AL N
ETW
OR
K (G
PO
N)
Pa
ssive
Op
tical LA
N
Ce
ntra
lized
Pro
visio
nin
g
& M
an
ag
em
en
t
Pa
ssive
Op
tical LA
NP
assiv
e O
ptica
l LAN
Pa
ssive
Op
tical LA
N
Pa
ssive
Ne
two
rk U
p to
30
KM
/18
Mi
Dista
nce
30
0X
Gre
ate
r Re
ach
Pa
ssive
Ne
two
rk U
p to
30
KM
/18
Mi
Dista
nce
30
0X
Gre
ate
r Re
ach
Pa
ssive
Ne
two
rk U
p to
30
KM
/18
Mi
Dista
nce
De
skto
p
Cla
ssroo
m
Hu
dd
le R
oo
m
Sin
gle
Mo
de
Fib
er
EO
LTP
assiv
e O
ptica
l Sp
litter
SEN
SO
RS &
BEA
CO
NS
10
/27
/20
175
A W
OR
LD
OF S
EN
SO
RS
MESH
NETW
OR
K S
CA
LA
BIL
ITY
FR
OM
CA
MP
US T
O “
TH
E C
LO
UD
”
IT in
frastru
ctu
re
IT s
erv
ice
s
IT s
uppo
rt
19
90
20
00
20
10
20
30
Co
ns
um
er la
ye
r
Clo
ud
lay
er
So
urce
: Rich
ard
Ka
tz, Ed
uca
use
10
/27
/20
176
VIS
UA
LIZ
AT
ION
Tre
nd
s &
Tech
no
log
ies
TH
E G
REA
T G
LO
BA
L G
RID
Un
like
the
cu
rren
t Wo
rld W
ide
We
b, th
e “
Gre
at G
lob
al G
rid”
will b
e p
rima
rily a
vis
ua
l
me
diu
m.
M
ich
ael M
alo
ne
“In
tern
et II: R
e-B
oo
ting
Am
eric
a”
IMA
GE D
ISP
LA
Y T
EC
HN
OLO
GIE
S
•P
RO
JE
CT
ION
–L
am
ple
ss L
aser P
ho
sp
ho
r LE
D
–D
igita
l Lig
ht P
rocessin
g (D
LP
)
–Lig
ht E
mittin
g D
iode (L
ED
)
•F
LA
T S
CR
EE
NS
–O
rgan
ic L
igh
t Em
itting
Dio
de (O
LE
D)
–Lig
ht E
mittin
g D
iode (B
acklit L
ED
)
–Liq
uid
Cry
sta
l Dis
pla
y (B
acklit L
CD
)
•T
ILE
SC
RE
EN
S–
RP
Laser P
ho
sp
ho
r Dis
pla
y (L
PD
)
–L
ED
Pan
el A
rray (2
.5m
m -
0.9
mm
)
–R
P L
PD
/DLP
Tile
Arra
y
–P
lasm
a P
anel A
rray
Un
ive
rsity
of K
an
sa
s C
ap
itol F
ed
era
l Ha
ll
10
/27
/20
177
4K
& 8
K P
RO
JEC
TIO
N
Ima
ge
: Ch
ristie
OLED
4K
DIS
PLA
Y
Ima
ge
: LG
LED
TIL
E D
ISP
LA
Y
Ima
ge
: So
ny
10
/27
/20
178
LED
TIL
E D
ISP
LA
Y
Ima
ge
: LG
LED
TIL
E D
ISP
LA
Y
Un
ive
rsity
of K
an
sa
s C
ap
itol F
ed
era
l Ha
ll
FLEX
IBLE L
ED
DIS
PLA
YS
Ima
ge
: Na
no
Lum
en
s
10
/27
/20
17
10
AU
GM
EN
TED
REA
LIT
Y
AU
GM
EN
TED
REA
LIT
Y
UN
IVE
RS
ITY
OF
CA
LGA
RY
TAY
LOR
FAM
ILY D
IGITA
L LIBR
AR
Y
AU
GM
EN
TED
REA
LIT
Y
10
/27
/20
17
11
UN
IFIE
D C
OM
MU
NIC
ATIO
NS (U
C)
USER
EX
PER
IEN
CE (U
X)
WH
Y IS
N’T
IT L
IKE M
Y P
HO
NE?
10
/27
/20
17
12
WH
Y IS
N’T
IT L
IKE M
Y T
AB
LET?
WH
Y IS
N’T
IT L
IKE M
Y C
AR
?
20
13
Fo
rd F
usio
n “M
yF
ord
”
WH
Y IS
N’T
IT L
IKE M
Y H
OU
SE?
10
/27
/20
17
13
WH
Y IS
N’T
IT L
IKE A
LEX
A?
Ale
xa, p
lay
Mile
s Da
vis o
n
Pa
nd
ora
…
Ad
din
g M
iles
Da
vis to
yo
ur
Pa
nd
ora
statio
ns…
AN
ALYTIC
S L
AB
•In
no
va
tive
Se
rvic
es
2 –
Dig
ital W
all
UN
IVE
RS
ITY
OF
IOW
A IN
FO
RM
AT
ICS
INIT
IAT
IVE
(I 3)
Ima
ge
Co
urte
sy o
f BN
IM A
rchite
cts
VIS
UA
LIZ
ATIO
N L
AB
UN
IVE
RS
ITY
OF
CA
LIFO
RN
IA S
AN
DIE
GO
HIP
ER
SP
AC
E LA
B
10
/27
/20
17
14
VIS
UA
LIZ
ATIO
N L
AB
NO
RT
H C
AR
OL
INA
STA
TE
UN
IVE
RS
ITY
JB
HU
NT
LIB
RA
RY
VIS
UA
LIZ
ATIO
N C
AN
VA
S
TE
MP
LE
UN
IVE
RS
ITY
SC
IEN
CE
ED
UC
AT
ION
& R
ES
EA
RC
H C
EN
TE
R
CO
MP
UTER
AID
ED
VIR
TU
AL E
NV
IRO
NM
EN
T
Ima
ge
cou
rtesy
of M
ech
dy
ne
10
/27
/20
17
15
CA
VE
UN
IVE
RS
ITY
OF
CA
LIFO
RN
IA S
AN
DIE
GO
CA
LIT2
CO
LL
AB
OR
AT
ION
Scre
en
Sh
arin
g to
Gro
up
Inte
ractio
n
TH
E C
OLLA
BO
RA
TIO
N A
NA
LO
GU
E
10
/27
/20
17
16
AN
ALO
G IN
A D
IGIT
AL W
OR
LD
DIG
ITA
LIN
AN
AN
ALO
GW
OR
LD
EM
BR
AC
ING
TH
E D
IFFER
EN
CES
•A
dva
nc
ed
Vis
ua
liza
tion
Sys
tem
s
–C
ap
ab
le o
f Dis
pla
yin
g L
arg
e D
ata
Se
ts
•S
up
po
rt for R
em
ote
Co
llab
ora
tion
–W
ired
/Wire
les
s C
on
ne
ctiv
ity
•E
mb
rac
ing
of B
YO
D
–B
ring
Yo
ur O
wn
De
vic
e
•A
rch
ivin
g C
olla
bo
ratio
n S
es
sio
ns
–P
rovid
e fo
r Qu
ick
Re
ca
ll
•M
ain
tain
ing
Fa
milia
r Ta
ctile
Fo
rms
–A
na
log
& D
igita
l Co
llab
ora
tion
10
/27
/20
17
17
UX
: EA
SE O
F U
SE
•P
rima
ry T
as
ks
–Z
OO
M IN
/ OU
T
–P
AN
LE
FT
/ RIG
HT
•In
tera
ctiv
e V
isu
aliz
atio
n S
oftw
are
•O
ff-Th
e-S
he
lf De
sk
top
Ap
plic
atio
ns
•S
pe
cia
lty R
es
ea
rch
Ap
plic
atio
ns
•C
olla
bo
rativ
e M
ee
ting
So
lutio
ns
•V
irtua
l Re
ality
Inte
rfac
e
•‘G
am
e’ S
tyle
Inte
rfac
es
So
urce
: Wik
ipe
dia
Ima
ge
& D
efin
ition
:
Six D
eg
ree
s of F
ree
do
m: Fo
rwa
rd/B
ack
, Up
/Do
wn
, Left/R
igh
t, Pitch
, Yaw
, Ro
ll
CO
LLA
BO
RA
TIO
N T
OO
LS
•O
ne d
evic
e p
resen
ting
on
dis
pla
y
•A
ll co
nte
nt is
gen
era
ted
on
on
e d
evic
e
–H
ard
-wire
d d
irectly
to a
wa
ll or ta
ble
co
nne
ctio
n p
oin
t
GRO
UP P
RESEN
TATIO
N
CO
LLA
BO
RA
TIO
N T
OO
LS
•C
on
ten
t can
co
me fro
m o
ne to
man
y w
ired
devic
es
•C
on
ten
t dis
pla
yed
on
e a
t a tim
e, o
r in a
sp
lit scre
en
fash
ion
GRO
UP S
HA
RIN
G
10
/27
/20
17
18
CO
LLA
BO
RA
TIO
N T
OO
LS
•M
ultip
le d
evic
es p
resen
ting
ind
ep
en
den
tly o
n d
isp
lay w
irele
ssly
•C
on
ten
t can
co
me fro
m o
ne to
six
devic
es
•C
on
ten
t dis
pla
yed
on
e a
t a tim
e, o
r in a
sp
lit scre
en
fash
ion
GRO
UP W
IRELE
SS S
HA
RIN
G
CO
LLA
BO
RA
TIO
N T
OO
LS
•M
ultip
le u
sers
co
llab
ora
ting
on
a s
ing
le s
cre
en
on
a c
om
mo
n
do
cu
men
t; Co
nte
nt c
an
co
me fro
m m
an
y d
iffere
nt d
evic
es; s
aved
to
the c
lou
d
GRO
UP W
IRELE
SS C
OLLA
BO
RA
TIO
N
CO
LLA
BO
RA
TIO
N S
PA
CE
SA
NTA
CLA
RA
UN
IVE
RS
ITY
LIBR
AR
Y F
OR
TH
E 2
1S
TC
EN
TU
RY
10
/27
/20
17
19
CO
LLA
BO
RA
TIO
N S
PA
CE
UN
IVE
RS
ITY
OF
TE
XA
S S
OU
TH
WE
ST
ER
N M
ED
ICA
L CE
NT
ER
TB
L CLA
SS
RO
OM
MU
LTI-T
OU
CH
‘SM
AR
T’ S
CR
EEN
S
Ima
ge
: Ob
lon
g M
ezza
nin
e
MU
LTI-
SC
REEN
VIS
UA
LIZ
ATIO
N
10
/27
/20
17
20
MU
LTI-T
OU
CH
VIS
UA
LIZ
ATIO
N
•V
iew
of E
ntry
–lo
ok
ing
So
uth
No
rth C
aro
lina
Sta
te U
niv
ers
ity J
B H
un
t Lib
rary
Ima
ge
: Mu
ltitactio
n
MU
LTI-T
OU
CH
VIS
UA
LIZ
ATIO
N
Ima
ge
: Blu
eS
cap
e
MU
LTI-T
OU
CH
VIS
UA
LIZ
ATIO
N
10
/27
/20
17
22
IN C
ON
CL
US
ION
…S
tart w
ith th
e E
nd
in M
ind
…
PR
ED
ICTIV
E A
NA
LYTIC
S
UN
DE
RS
TAN
DU
ND
ER
STA
ND
PR
EP
AR
EP
RE
PA
RE
MO
DE
LM
OD
EL
EV
ALU
AT
EE
VA
LUA
TE
DE
PLO
YD
EP
LOY
MO
NIT
OR
MO
NIT
OR
BU
SIN
ES
S
GO
AL
BU
SIN
ES
S
GO
AL
10
/27
/20
17
24
AR
TIF
ICIA
L IN
TELLIG
EN
CE
By
20
29
, sufficie
nt co
mp
uta
tion
to sim
ula
te th
e e
ntire
hu
ma
n
bra
in, w
hich
I estim
ate
at a
bo
ut
10
16
(10
millio
n b
illion
)
calcu
latio
ns p
er se
con
d (cp
s), will
cost a
bo
ut a
do
llar.
R
ay
Ku
rzwe
il Fo
rew
ord
to “
Th
e In
tellig
en
t Un
iverse
”
by
Jam
es G
ard
ne
r
REA
DY P
LA
YER
ON
E…
CO
MP
UTA
TIO
NA
L D
ESIG
N
10
/27
/20
17
25
BEFO
RE Y
OU
STA
RT…
OP
ER
AT
ION
AL
•W
ha
t’s the
“Use
Ca
se?
”
–E
xp
lora
tion
–E
xp
erim
en
tatio
n
–C
om
mu
nica
tion
•N
um
be
r of U
sers / V
iew
ers?
•U
ser-D
rive
n v. O
pe
rato
r-Driv
en
?
•B
an
dw
idth
& S
tora
ge
•F
irst Co
st v.
Tota
l Co
st of O
wn
ersh
ip
TE
CH
NO
LOG
Y
•P
ixel C
ou
nt/D
en
sity?
•2
D o
r 3D
?
•A
ug
me
nte
d?
•Im
me
rsive
?
•In
tera
ctive
?
•C
olla
bo
ratio
n?
•M
ulti-To
uch
?
FU
TU
RE-P
RO
OFIN
G
LIF
E E
XP
EC
TA
NC
YF
IRS
T C
OS
T/
ON
GO
ING
CO
ST
AV
/IT In
frastru
cture
(Ca
ble
wa
ys, C
ab
le &
Co
nn
ecto
rs)
15
-20
Ye
ars
5-7
Ye
ars
AV
/IT S
erv
ers
AV
/IT E
lectro
nics
3-5
Ye
ars
2-3
Ye
ars
AV
Disp
lay
s & S
yste
m S
oftw
are
TR
AN
SPA
REN
T T
EC
HN
OLO
GY
“Th
e m
ost p
rofo
un
d te
chn
olo
gie
s are
tho
se th
at
disa
pp
ea
r. Th
ey
we
av
e th
em
selv
es in
to th
e
fab
ric of e
ve
ry
da
y life
un
til the
y a
re
ind
isting
uish
ab
le fro
m it.”
― D
r. Ma
rk W
eise
r
Ub
iqu
itou
s C
om
pu
ting