SlideShare a Scribd company logo
1 of 68
Download to read offline
BVYdde ?Xd Midgn
gZZehl
.,-2* ,/
-
-* BVYdde
BVYdde :
) Cc -553( >dj =jii c ( FjXZcZ ~ ( c .,,,( deZc hdjgXZ
) Cc .,,-( eVX Z HjiX ~ ( QZW =gVlaZg
) - XdgZ( -A< L G( L C> aZkZa - dc 4 YY idiVa -N<
) CcYZm c gViZh 8 -,, eV Zh + hZX
) a b iZY i Z idiVa cjbWZg d eV Zh id -,, b aa dc
) QZW cYZm c w
) 0 w x
) y Y h ­y
CcYZm c *
N Z hidgn d BVYdde .
B> M :
eVX Z HjiX 0~
hX ZbVaZhh( YjgVWaZ( VcYa c V ajgZ( VjidbVi Vaan gZWVaVcXZY
Cc .,,/( Add aZ ejWa h ZY i Z Add aZ aZ MnhiZb eVeZg
Cc .,,0( YZkZadeZY HjiX > hig WjiZY aZ MnhiZb
) >jgVWaZ 6 20G WadX (
) BVcYa c V ajgZ 6 z HdYZ
) jidbVi XVaan gZWVaVcXZ 6 HVbZ HdYZ
/
B> M :
0iie6++lll*ha YZh VgZ*cZi+bVYk gjh+ Y h).443-012
B> M :
1
GVeLZYjXZ :
H> M :(
) x (
) xx (
) *
! Cc .,,0( uGVeLZYjXZ6 M bea ZY >ViV JgdXZhh c dc
FVg Z =ajhiZghv
2
GVe
HdYZ
LZYjXZ
GVe
GVeLZYjXZ :
3
-* ldgYXdjci GVeLZYjXZ *
.* ( Mea i( ( ( ( …
/* /~ Mea i *
0* bVe … 7 (-9 *
1* … Zn
*
2* gZYjXZ … kVajZ hjb
cVa kVajZ *
3*
<ZVg(. =Vg(/ >ZZg(. L kZg(.
cVa 7 Zn(kVajZ9 w
4
RackN
NodeManager
NodeManager
NodeManager
Rack2
NodeManager
NodeManager
NodeManager
Rack1
NodeManager
NodeManager
NodeManager
C2.1
C1.4
AM2
C2.2 C2.3
AM1
C1.3
C1.2
C1.1
Hadoop Client 1
Hadoop Client 2
create app2
submit app1
submit app2
create app1
ASM Scheduler
queues
ASM Containers
NM ASM
Scheduler Resources
.......negotiates.......
.......reports to.......
.......partitions.......
ResourceManager
status report
GVeLZYjXZ :
BVYdde !
.,,2 BVYdde !
) B> M GVeLZYjXZ BVYdde =dgZ a W
) .,,2 S BII ­
.,,3 Nl iiZg( VXZWdd ( F c ZYCc
.,,4 MjW Jgd_ZXiw
) BWVhZ( Tdd ZZeZg( J SV dd ( B kZ VXZWdd q
) =adjYZgV Add aZ( VXZWdd ( SV dd ~
.,,5 bVodcZ GVeLZYjXZ
.,-- Bdgidcldg h SV dd ~
5
BVYdde** q
GVeLZYjXZw !!!!
) B> M
) =ajhiZg (
) DdW ( egdXZhh c
) =a Zci JC q!
<ViX :
) KjZgn( AgVe JgdXZhh c
** q:
-,
BVYdde** q w !
w :
) **
) ** **
B> M GVeLZYjXZ :
.,-. GVeLZYjXZ P. S LH
--
BVYdde .*, :
=ajhiZg …
GVeLZYjXZ w
BVYdde
S LH
-.
BVYdde MQw :
-/
N Z BVYdde ?XdhnhiZb NVWaZ
.,-2
-2, ~ MQ
iie6++ VYddeZXdhnhiZbiVWaZ* i jW* d+
BVYdde ?Xd r
-0
B> M
S LH
y
HdMKF
MKF dc BVYdde
x
BVYdde)gZaViZY egd_ZXih Vi eVX Z
HZlMKF
x
BVYdde ?Xd ( MKF dc BVYdde
-1
w +
!!
:
B> M
S LH
GVeLZYjXZ
MKF dc BVYdde
J ( B kZ( Mi c Zg NZo ( NV_d(
CbeVaV( JgZhid( BVl
Add aZ >gZbZa
.,--
>ViV
BVYdde ?Xd ( MKF dc BVYdde
-2
• J .,,4 6 MXgei GVeLZYjXZ
• BkZ .,,4 6 MKF GVeLZYjXZ
• >g aa .,-- 6 B> M B<VhZ(Gdc d><(M/
GVeL
• CbeVaV .,-. 6 y ( ( =adjYZgV
• JgZhid .,-/ 6 _dcw VXZWdd
• B kZ .*, .,-2 6 B kZ NZo =C> ( ~
• NV_d .,-0 6 >Q dc BVYdde( MKF
• MeVg MKF .,-0 6 y
• B QK .,-/ 6 GJJ (
sMKF t MKF)Ic)BVYdde : MKF -,w
: y q
-3
B> M
GVeLZYjXZ
J MXg ei
B kZ MKF
B kZ .*, B kZ iZo
>g aa( JgZhid
CbeVaV y
NZo
MeVg kh NZo
NV_d
BVlf
~
MeVg MKF
q
-4
y …
y
NV_d( B kZ
w:
MKF
>g aa( CbeVaV( JgZhid( B QK(
B kZ dc NZo
!
MeVg L>>
MeVg MKF L>>( B kZ
y
q
-5
MnhiZb HVbZ
Vjai
NdaZgVcXZ
>ncVb X
MX ZYja c
Fd N bZ
KjZgn
Fdl
FViZcXn
eVX Z NV_d I I I I
CbeVaV R R R I
Mig c Zg
B kZ
I I I I
JgZhid R R R I
MKF)dc)BVYdde :
MKF dc BVYdde
.,
MKF)Ic)BVYdde y *
78 B> M & WVcYl Yi
-, ( 4~( M N 3.,, geb
-, & 4~ & -,,G<+hZX 8 4A<+hZX
-*1N< B kZ( NV_d( CbeVaV
*
hZaZXi Xdjci & gdb NUN?MN
VXidg " "( "
y"( " " * w w
w w VXidg * B kZ -
NV_d( CbeVaV -*1 p / * -,, ( .,, w
* Q Vi YdZh u-,, i bZh VhiZg i Vc B kZv VXijVaan bZVc:
MKF)Ic)BVYdde VXidg
.-
• BVYdde 6 jaa hXVc
• y 6 y gdje Wn( dgYZg Wn
• … 6 dgYZg Wn kZ
gZYjXZ
w *
• 6 L= aZ ( IL= aZ( eVgfjZi
• 6 IL=
*
• 6 (
• y 6
BVYdde :
..*** ”
IL= JVgfjZi
Bdgidcldg h
(
DVkV (
L= aZ
=adjYZgV
( (
**
(
McVeen
? X Zci >ViV MidgV Z dg cVani Xh l i eVX Z JVgfjZi .*,
K “ **
./
K JVgfjZi WadX h oZw Y h WadX h oZ w : ?LL 6 JVgfjZi aZ
h djaY cdi WZ hea i cid bjai eaZ Y h)WadX h
è B kZ eVgfjZi ( beVaV
è JVgfjZi Y h WadX h oZ
iie6++hiVX dkZg adl*Xdb+fjZhi dch+/,404331+hZi)eVgfjZi)hcVeen)djieji) aZ)h oZ) h) kZ
BVYdde ?Xd ( HdMKF :
.0
HdMKF y ~
HdMKF B> M
S LH
GVeLZYjXZ
MKF dc BVYdde
BVYdde ><GM q
Add aZ < NVWaZ
.,-.
B> M >< :
BWVhZ( =VhVcYgV( Gdc d><
HdMKF w :
.1Gdc d><( =VhhVcYgV( B<VhZ y
• =VhcVYgV .,,4 6 VXZWdd
• B<VhZ .,,2 6 ><
• XXjbjad .,-- 6 B<VhZ ( ”
• LZYh 6 ><
• ?aVhiXMZVgX .,-, 6 FjXZcZ
• Gdc d>< 6 -, Zc( w ( Ddc w
• >ncVbd>< 6 QM ( ( MM>
y(
) =VX Z LZY h ><
) ZaVhi XhZVgX
HIMKF!! = J :
.2HdMKF y !
=dch hiZcXn 6 xx w 8 w y
*
kV aVW a in 6 w 8 w
JVgi i dc NdaZgVcXZ 6 8 HQ
y
HdMKF J w =
=
L><GM
=J
w (
B<VhZ
J
>ncVbd( =VhVcYgV( =djX ><
= J = J NZdgZb HdMKF
HIMKF :
B> M
w
) ­y w ) w
HdMKF y ~
.3
HdMKF BWVhZ
.4
iie6++lll*ijidg Vahed ci*Xdb+ WVhZ+ WVhZUijidg Va*eY
BWVhZ B> M HdMKF ><
HdMKF BWVhZ
.5
HdMKF
/,
HdMKF w è u v q :
>< w ( F hi
HdMKF y ~
KjZgn
HdMKF :
/-
…
-(
.* 6 8 - 6 -
/* 6 8 - 6 H
0* y
L><GM
… !
HdMKF
HdMKF :
/.
EZn)PVajZ *
PVajZ 0w * ><
PVajZw Mig c (
F hi( GVe
LZY h( >ncVbd><(
L V
EZn)PVajZ
PVajZ ~
=dajbc
BWVhZ( =VhVcYgV(
>gj Y( XXjbjad
=dajbc Vb an
PVajZ mba( Dhdc
Gdc d><( =djX ><(
?aVhi XhZVgX
>dXjbZci
HdMKF
//
iie6++c.b*Xd* g+c.b.,-,+YdlcadVY+=djX <VhZP-U0*eY
• Dd c Dd c w ( HdMKF
… >< _d c
• HdMKF Dd c w w
HdMKF =dajbc
/0
HdMKF >dXjbZci
/1
=dajbc
Vban
>dXjbZci
K =dajbc >< :
/2>< w: Xdajbc dg ZciZY YWbh
=dgZ
w *
)
)
HdMKF MKF dc BVYdde** w :
/3
HdMKF Hdi Ican MKF … ><GM
><
< M?
MKF
HdMKF
L><GM
MKF dc BVYdde
…
= J HdMKF y !
(
HdMKF MKF dc BVYdde** !
/4
B kZ MKF FVnZg :
B> M
S LH >ViV IM
B< M? B kZ
MKF =a Zci
CchZgi + OeYViZ >ZZe MKF cVanhh
B<VhZ VcY B kZ r <ZiiZg Nd Zi Zg
ü B< M?
>ViV
ü
ü BkZ
ü
KjZgn
HdMKF
w
:
HdMKF ee *!
è ‘ >< ee w *
ee ~ w * ~
P Zl
P Zl
à w
HdMKF
:
J
w =J
/5
HIMKF!! = J : < M? :
0,
<Vh XVaan kV aVWaZ 6 kV aVWaZ
Md i)hiViZ 6 w >ViVw Zme gZ
?kZcijVaan Xdch hiZcXn 6 y >ViV
= J
< M?
HdMKF y !
=dch hiZcXn 6 xx w 8 w
y *
kV aVW a in 6 w 8 w
*
JVgi i dc NdaZgVcXZ 6 8
*
HIMKF!! = J : < M? :
0-
=C> * (
. … w *
< M? ~ * =C>w ~
( < M? *
=C>( < M? = J
= J /~ .~ *
J ( *
‘( ‘ Jw w =
* = : =dch hiZcXn
?kZcijVaan =dch hiZci ~ *
HdMKF y ~ r ?kZcijVaan =dch hiZci
HZl MKF:
0.HZlMKF :
B> M
S LH
GVeLZYjXZ
MKF dc BVYdde
HdMKF
HZlMKF
=C>
Hdc)adX c
h VgZY)cdi c
HdMKF VcY
L><GM …
:
Pdai><( Hjd><( bZbMKF( =ajhig m
HZl MKF :
0/
HdMKF L><GM
MKF
=C>
< o HZlMKF ><GM
(
HZlMKF y
HZlMKF LZXdgY FdX c
ad c
<j Zg edda
HZl MKF :
00
- MKF
. igVchVXi dch =C> WZ c( gdaaWVX ( Xdbb i
/ Hdc)adX c XdcXjggZcXn Xdcigda
NgVchVXi dc FdX c
Hdc)adX c w *
& ( HZlMKF w
0 B eZg)cdYZ eZg dgbVcXZ
x ><GM *
1 JVgVaaZa( h VgZY)cdi c VgX iZXijgZ
(
w x *
HZlMKF
01
GZbdgn
bnMKF
ü Pdai>< AHO ( GZbMKF
ü MXVaZ>< GnMKF hXVaVW a in (
ü Nd j>< AHO GVg V>< hXVaaVW a in
ü =ajhig m> Y hig WjiZY eZZg)id)eZZg MKF YViVWVhZ
ü Hjd>< Y hig WjiZY YViVWVhZ bVcV ZbZci
s-0 2 HZlMKF
=ajhig m( bZbMKF( Hjd><( Mea XZ GVX cZ( NgVch FVii XZ( Pdai><
-2 HdMKF( HZlMKF >ViVWVhZh Nd QViX
HZlMKF( HdMKF( L><GM :
02
ü L><GM dg cZlMKF
ü HdMKF dg HZlMKF
ü L><GM
ü HdMKF
ü < o( Cc gV
HZlMKF( HdMKF( L><GM :
03
HZlMKF :
04
FZVYZg’ IgVXaZ(
G Xgdhd i( M J( C<G H X Z JaVnZg w
…
uIcZ h oZ YdZh cdi i Vaav
05
B> M
S LH
GVeLZYjXZ
MKF dc BVYdde
HdMKF
(
BVYdde
(
q
BVYdde
:
ajbZ( H ( ajZciY( ad hiVh
HZlMKF
r w :
1,
• MXgWZ .,,4 6 VXZWdd (
• = j lV .,,4 6 SV dd(
• ajbZ .,-. 6 ( y ?NF
• ajZciY 6 ajbZ eaj c ( ? E w
• Fd hiVh 6 * * w
• H .,-0 6 ‘ HM
• MKIIJ 6 L><GM BVYdde
• EV V 6 Fc ZYCc( GZhhV Z KjZjZ >h
< o Fd ( (
) y EV Vw *
? E 6 ?aVhi XhZVgX ajZciY E WVcV Fd gZ Vidg
FIA
L><
GMA
KjZjZ
r :
1-
w
MdjgXZ )9 = VccZa )9 Mc
) MdjgXZ 6
) = VccZa 6
) Mc 6
Jaj c
Jaj c ~
w
) 6 ><( JdgdidXda( MHM( B> M
) 6 ><( KjZjZ(
r :
1.
:
JgdidXda
DMIH NZmi RGF
< cVgn DMIH ­y w(
hoZ w( NZmi JVghc
YViV dgbVi
N g i( kgd( JgdidWj ­ (
r :
1/
egdidWj w ( i g iw *
PLI
)
) (
i g i
) .,,3( VXZWdd
) ( w *
egdidWj
) .,,4( Add aZ
) w ( w
N g i kh JgdidXda <j Zgh kh kgd ) < VhZY =dbeVg hdc
y + MigZVb c
10
B> M
S LH
GVeLZYjXZ
MKF dc BVYdde
HdMKF
higZVb c
:
GZbgdn
?kZci
GL …
) C+I HQ( > h (
MeVg ( Midgb( hoboV
HZlMKF
y
y r w :
11
• M0 .,-- 6 SV dd( higZVbc .,-/
• Midgb .,-/ 6 NliiZg( higZVbc (
• MVboV .,-0 6 Fc ZYCc( higZVbc ( >h
• JjahVg .,-1 6 ZWVn( higZVbc =?J( >gjY
• MeVg .,-0 6 >ViV<gX h( L>> + ( GF+MKF
• a c .,-0 6 YViV gihVch( MeVg ( egdXZhh
MeVg a W
y MigZVb c < >ViV cZmi hiZe dg eVX Z a c
a c
y w:
12
GL
NZo
MeVg
a c
>ViV
>ViV
MVboVMidgb
JjahVg
B> M( aZ HdMKF
…
MHM( =Vaa(
> A
BVYdde
> A
L>>
13NZo
B> M *
GVe LZXYjXZ *
GVeLZYjXZ kh NZo 6 ~ :
14
6 GZbdgn ( > A
<ViX MigZVb c w G Xgd <ViX
GVeLZYjXZ kh MeVg 6 ~ :
15
MigZVb c < >ViV6 Midgb( MeVg VcY MVboV
6 GZbdgn ( > A
<ViX MigZVb c w G Xgd <ViX
eVX Z Midgb
2,
y y
2-
y
2.
y
2/
Qdg adl( Gdc idg c
20
BVYdde
w OC …+
MQ !!!!
:
bWVg ( =adjYZgV GVcV Zg
Ido Z( o VWVc( Fj
BVYdde
>ViV
B> M
S LH
GVeLZYjXZ
MKF dc BVYdde
HdMKF
HZlMKF
y
Qdg adl
21
OC
o VWVc
F c ZYCc
BVYdde
o VWVc
Ido Z
RGF
OC
Fj
Jni dc
=dYZ
Fj
Jni dc ~
Qdg adl ?c cZ =dbeVg hdc
22
BVYdde =ajhiZg
=adjYZgV GVcV Zg
=adjYZgV
bWVg
BdgidcQIg h
aVb c d
‘ =adjY cZ
< >ViV
23
BVYdde =ajhiZg bWVg
24
BVYdde =ajhiZg bWVg

More Related Content

What's hot

Aina e qiyamat.urdu
Aina e qiyamat.urduAina e qiyamat.urdu
Aina e qiyamat.urdudawateislami
 
Historia das tic
Historia das ticHistoria das tic
Historia das ticfilipereira
 
Alwazeefa tul kareema.urdu
Alwazeefa tul kareema.urduAlwazeefa tul kareema.urdu
Alwazeefa tul kareema.urdudawateislami
 
EFI Booklet
EFI BookletEFI Booklet
EFI Bookletrailstan
 
De thi va bai giai olympic toan (1993 2005)
De thi va bai giai olympic toan (1993 2005)De thi va bai giai olympic toan (1993 2005)
De thi va bai giai olympic toan (1993 2005)ljmonking
 
The Call of Revolution - (Urdu)
The Call of Revolution - (Urdu)The Call of Revolution - (Urdu)
The Call of Revolution - (Urdu)Zaid Ahmad
 
טיפול בתרופות שאינן ריטלין
טיפול בתרופות שאינן ריטליןטיפול בתרופות שאינן ריטלין
טיפול בתרופות שאינן ריטליןsueharshefi
 
Ahmadiyya national-assembly-pakistan-1974
Ahmadiyya national-assembly-pakistan-1974Ahmadiyya national-assembly-pakistan-1974
Ahmadiyya national-assembly-pakistan-1974muzaffertahir9
 
Initiation php
Initiation phpInitiation php
Initiation phpammaradam
 
Mowasalat Company profile
Mowasalat Company profileMowasalat Company profile
Mowasalat Company profileMohammed Atheeq
 

What's hot (19)

Aina e qiyamat.urdu
Aina e qiyamat.urduAina e qiyamat.urdu
Aina e qiyamat.urdu
 
Tc3 yt(ke 03-0310a)
Tc3 yt(ke 03-0310a)Tc3 yt(ke 03-0310a)
Tc3 yt(ke 03-0310a)
 
Invest In Kazakhstan Ngoc P 36 37
Invest In Kazakhstan   Ngoc P 36 37Invest In Kazakhstan   Ngoc P 36 37
Invest In Kazakhstan Ngoc P 36 37
 
Matemática - Secundo Ciclo - Actividades - Nivel Secundario
Matemática - Secundo Ciclo - Actividades - Nivel SecundarioMatemática - Secundo Ciclo - Actividades - Nivel Secundario
Matemática - Secundo Ciclo - Actividades - Nivel Secundario
 
Historia das tic
Historia das ticHistoria das tic
Historia das tic
 
Invest In Kazakhstan Almaty P 145 147
Invest In Kazakhstan   Almaty P 145 147Invest In Kazakhstan   Almaty P 145 147
Invest In Kazakhstan Almaty P 145 147
 
Alwazeefa tul kareema.urdu
Alwazeefa tul kareema.urduAlwazeefa tul kareema.urdu
Alwazeefa tul kareema.urdu
 
Invest In Kazakhstan Road To Recovery P 22 24
Invest In Kazakhstan   Road To Recovery P 22 24Invest In Kazakhstan   Road To Recovery P 22 24
Invest In Kazakhstan Road To Recovery P 22 24
 
EFI Booklet
EFI BookletEFI Booklet
EFI Booklet
 
De thi va bai giai olympic toan (1993 2005)
De thi va bai giai olympic toan (1993 2005)De thi va bai giai olympic toan (1993 2005)
De thi va bai giai olympic toan (1993 2005)
 
The Call of Revolution - (Urdu)
The Call of Revolution - (Urdu)The Call of Revolution - (Urdu)
The Call of Revolution - (Urdu)
 
טיפול בתרופות שאינן ריטלין
טיפול בתרופות שאינן ריטליןטיפול בתרופות שאינן ריטלין
טיפול בתרופות שאינן ריטלין
 
Beware of C++17
Beware of C++17Beware of C++17
Beware of C++17
 
Ahmadiyya national-assembly-pakistan-1974
Ahmadiyya national-assembly-pakistan-1974Ahmadiyya national-assembly-pakistan-1974
Ahmadiyya national-assembly-pakistan-1974
 
Initiation php
Initiation phpInitiation php
Initiation php
 
Elgriegoenfichas 1bachillerato-sin membrete-1 copia
Elgriegoenfichas 1bachillerato-sin membrete-1 copiaElgriegoenfichas 1bachillerato-sin membrete-1 copia
Elgriegoenfichas 1bachillerato-sin membrete-1 copia
 
6th ps 2nd_term_01_chavin
6th ps 2nd_term_01_chavin6th ps 2nd_term_01_chavin
6th ps 2nd_term_01_chavin
 
Mowasalat Company profile
Mowasalat Company profileMowasalat Company profile
Mowasalat Company profile
 
T Peri1
T Peri1T Peri1
T Peri1
 

Viewers also liked

Code로 이해하는 RNN
Code로 이해하는 RNNCode로 이해하는 RNN
Code로 이해하는 RNNSANG WON PARK
 
Reinforcement learning v0.5
Reinforcement learning v0.5Reinforcement learning v0.5
Reinforcement learning v0.5SANG WON PARK
 
The history of the Waffen SS 1925-1945
The history of the Waffen SS 1925-1945The history of the Waffen SS 1925-1945
The history of the Waffen SS 1925-1945Odal Rune
 
ETICA Y DEONTOLOGIA PROFESIONAL
ETICA Y DEONTOLOGIA PROFESIONALETICA Y DEONTOLOGIA PROFESIONAL
ETICA Y DEONTOLOGIA PROFESIONALjuanclp14
 
86 kepmen-kp-2016-ttg-produktivitas-kapal....
86 kepmen-kp-2016-ttg-produktivitas-kapal....86 kepmen-kp-2016-ttg-produktivitas-kapal....
86 kepmen-kp-2016-ttg-produktivitas-kapal....Khoiril Musthofa
 
Microsoft language quality game - Gamification in HR - Manu Melwin Joy
Microsoft language quality game  - Gamification in HR - Manu Melwin JoyMicrosoft language quality game  - Gamification in HR - Manu Melwin Joy
Microsoft language quality game - Gamification in HR - Manu Melwin Joymanumelwin
 
How to Become a Thought Leader in Your Niche
How to Become a Thought Leader in Your NicheHow to Become a Thought Leader in Your Niche
How to Become a Thought Leader in Your NicheLeslie Samuel
 
Facial Feature Tracking under Varying Facial Expressions and Face Poses based...
Facial Feature Tracking under Varying Facial Expressions and Face Poses based...Facial Feature Tracking under Varying Facial Expressions and Face Poses based...
Facial Feature Tracking under Varying Facial Expressions and Face Poses based...Yen Ho
 
災害対策推進委員会の発足 2017年版
災害対策推進委員会の発足 2017年版災害対策推進委員会の発足 2017年版
災害対策推進委員会の発足 2017年版akihiko kondo
 
Hotels and tourism
Hotels and tourismHotels and tourism
Hotels and tourismHarish Lad
 
Angela Frucci Portfolio
Angela Frucci PortfolioAngela Frucci Portfolio
Angela Frucci PortfolioAngela Frucci
 
O lúdico na educação infantil
O lúdico na educação infantilO lúdico na educação infantil
O lúdico na educação infantilSimoneHelenDrumond
 
에너지 수확용,재생용 It융합기술의 개발 동향
에너지 수확용,재생용 It융합기술의 개발 동향에너지 수확용,재생용 It융합기술의 개발 동향
에너지 수확용,재생용 It융합기술의 개발 동향atelier t*h
 
학습전이
학습전이학습전이
학습전이dcjin
 
Using of smart phones
Using of smart phones  Using of smart phones
Using of smart phones Jovz Llabore
 

Viewers also liked (20)

Code로 이해하는 RNN
Code로 이해하는 RNNCode로 이해하는 RNN
Code로 이해하는 RNN
 
Reinforcement learning v0.5
Reinforcement learning v0.5Reinforcement learning v0.5
Reinforcement learning v0.5
 
Xml parser
Xml parser Xml parser
Xml parser
 
Project Presentation
Project PresentationProject Presentation
Project Presentation
 
The history of the Waffen SS 1925-1945
The history of the Waffen SS 1925-1945The history of the Waffen SS 1925-1945
The history of the Waffen SS 1925-1945
 
Kesehatan reproduksi remaja
Kesehatan reproduksi remajaKesehatan reproduksi remaja
Kesehatan reproduksi remaja
 
ETICA Y DEONTOLOGIA PROFESIONAL
ETICA Y DEONTOLOGIA PROFESIONALETICA Y DEONTOLOGIA PROFESIONAL
ETICA Y DEONTOLOGIA PROFESIONAL
 
86 kepmen-kp-2016-ttg-produktivitas-kapal....
86 kepmen-kp-2016-ttg-produktivitas-kapal....86 kepmen-kp-2016-ttg-produktivitas-kapal....
86 kepmen-kp-2016-ttg-produktivitas-kapal....
 
Microsoft language quality game - Gamification in HR - Manu Melwin Joy
Microsoft language quality game  - Gamification in HR - Manu Melwin JoyMicrosoft language quality game  - Gamification in HR - Manu Melwin Joy
Microsoft language quality game - Gamification in HR - Manu Melwin Joy
 
How to Become a Thought Leader in Your Niche
How to Become a Thought Leader in Your NicheHow to Become a Thought Leader in Your Niche
How to Become a Thought Leader in Your Niche
 
Facial Feature Tracking under Varying Facial Expressions and Face Poses based...
Facial Feature Tracking under Varying Facial Expressions and Face Poses based...Facial Feature Tracking under Varying Facial Expressions and Face Poses based...
Facial Feature Tracking under Varying Facial Expressions and Face Poses based...
 
災害対策推進委員会の発足 2017年版
災害対策推進委員会の発足 2017年版災害対策推進委員会の発足 2017年版
災害対策推進委員会の発足 2017年版
 
Hotels and tourism
Hotels and tourismHotels and tourism
Hotels and tourism
 
Angela Frucci Portfolio
Angela Frucci PortfolioAngela Frucci Portfolio
Angela Frucci Portfolio
 
O lúdico na educação infantil
O lúdico na educação infantilO lúdico na educação infantil
O lúdico na educação infantil
 
에너지 수확용,재생용 It융합기술의 개발 동향
에너지 수확용,재생용 It융합기술의 개발 동향에너지 수확용,재생용 It융합기술의 개발 동향
에너지 수확용,재생용 It융합기술의 개발 동향
 
학습전이
학습전이학습전이
학습전이
 
Using of smart phones
Using of smart phones  Using of smart phones
Using of smart phones
 
Hazel Aguilar
Hazel AguilarHazel Aguilar
Hazel Aguilar
 
دستورات کاربردی شبکه
دستورات کاربردی شبکهدستورات کاربردی شبکه
دستورات کاربردی شبکه
 

Similar to Hadoop eco story 이해

Dscd 11-co-50talidomida
Dscd 11-co-50talidomidaDscd 11-co-50talidomida
Dscd 11-co-50talidomidaoblanca
 
Vitaldent. Comisión de sanidad.
Vitaldent. Comisión de sanidad.Vitaldent. Comisión de sanidad.
Vitaldent. Comisión de sanidad.oblanca
 
Prescripcion enfermera
Prescripcion enfermeraPrescripcion enfermera
Prescripcion enfermeraoblanca
 
Control emocional 4
Control emocional 4Control emocional 4
Control emocional 4Emagister
 
Subcontrratas
SubcontrratasSubcontrratas
Subcontrratasoblanca
 
Dscd 11-pl-8 dsresalta
Dscd 11-pl-8 dsresaltaDscd 11-pl-8 dsresalta
Dscd 11-pl-8 dsresaltaoblanca
 
Bluemix Meetup Seoul: Cloud Native 애플리케이션
Bluemix Meetup Seoul: Cloud Native 애플리케이션Bluemix Meetup Seoul: Cloud Native 애플리케이션
Bluemix Meetup Seoul: Cloud Native 애플리케이션JeongSeok HONG
 
Socio 15 housni-abd-azim-55-77الجسد والطبقة ورأس المال الثقافي: قراءة في سوسي...
Socio 15 housni-abd-azim-55-77الجسد والطبقة ورأس المال الثقافي: قراءة في سوسي...Socio 15 housni-abd-azim-55-77الجسد والطبقة ورأس المال الثقافي: قراءة في سوسي...
Socio 15 housni-abd-azim-55-77الجسد والطبقة ورأس المال الثقافي: قراءة في سوسي...حسن قروق
 
Control emocional 13-21-37
Control emocional 13-21-37Control emocional 13-21-37
Control emocional 13-21-37Emagister
 
DEF CON 27 - JUNYU ZHOU and CE QUIN and JIANING WANG - web2 own attacking des...
DEF CON 27 - JUNYU ZHOU and CE QUIN and JIANING WANG - web2 own attacking des...DEF CON 27 - JUNYU ZHOU and CE QUIN and JIANING WANG - web2 own attacking des...
DEF CON 27 - JUNYU ZHOU and CE QUIN and JIANING WANG - web2 own attacking des...Felipe Prado
 
Estrategias educativas-primaria
Estrategias educativas-primaria Estrategias educativas-primaria
Estrategias educativas-primaria Emagister
 
Neuronart Portfolio
Neuronart PortfolioNeuronart Portfolio
Neuronart PortfolioPG Stéphan
 
Neuronart Portfolio
Neuronart PortfolioNeuronart Portfolio
Neuronart PortfolioPG Stéphan
 
Estrategias educativas-primaria 8-47-84
Estrategias educativas-primaria 8-47-84Estrategias educativas-primaria 8-47-84
Estrategias educativas-primaria 8-47-84Emagister
 
Estrategias educativas-primaria
Estrategias educativas-primariaEstrategias educativas-primaria
Estrategias educativas-primariaEmagister
 
Autoconciencia o autoconocimiento
Autoconciencia o autoconocimientoAutoconciencia o autoconocimiento
Autoconciencia o autoconocimientoEmagister
 
Habilidades sociales
Habilidades socialesHabilidades sociales
Habilidades socialesEmagister
 

Similar to Hadoop eco story 이해 (20)

Dscd 11-co-50talidomida
Dscd 11-co-50talidomidaDscd 11-co-50talidomida
Dscd 11-co-50talidomida
 
Vitaldent. Comisión de sanidad.
Vitaldent. Comisión de sanidad.Vitaldent. Comisión de sanidad.
Vitaldent. Comisión de sanidad.
 
Prescripcion enfermera
Prescripcion enfermeraPrescripcion enfermera
Prescripcion enfermera
 
Smi ds
Smi dsSmi ds
Smi ds
 
Control emocional 4
Control emocional 4Control emocional 4
Control emocional 4
 
Subcontrratas
SubcontrratasSubcontrratas
Subcontrratas
 
No.23-D (1)
No.23-D (1)No.23-D (1)
No.23-D (1)
 
Dscd 11-pl-8 dsresalta
Dscd 11-pl-8 dsresaltaDscd 11-pl-8 dsresalta
Dscd 11-pl-8 dsresalta
 
Bluemix Meetup Seoul: Cloud Native 애플리케이션
Bluemix Meetup Seoul: Cloud Native 애플리케이션Bluemix Meetup Seoul: Cloud Native 애플리케이션
Bluemix Meetup Seoul: Cloud Native 애플리케이션
 
Socio 15 housni-abd-azim-55-77الجسد والطبقة ورأس المال الثقافي: قراءة في سوسي...
Socio 15 housni-abd-azim-55-77الجسد والطبقة ورأس المال الثقافي: قراءة في سوسي...Socio 15 housni-abd-azim-55-77الجسد والطبقة ورأس المال الثقافي: قراءة في سوسي...
Socio 15 housni-abd-azim-55-77الجسد والطبقة ورأس المال الثقافي: قراءة في سوسي...
 
Control emocional 13-21-37
Control emocional 13-21-37Control emocional 13-21-37
Control emocional 13-21-37
 
DEF CON 27 - JUNYU ZHOU and CE QUIN and JIANING WANG - web2 own attacking des...
DEF CON 27 - JUNYU ZHOU and CE QUIN and JIANING WANG - web2 own attacking des...DEF CON 27 - JUNYU ZHOU and CE QUIN and JIANING WANG - web2 own attacking des...
DEF CON 27 - JUNYU ZHOU and CE QUIN and JIANING WANG - web2 own attacking des...
 
Estrategias educativas-primaria
Estrategias educativas-primaria Estrategias educativas-primaria
Estrategias educativas-primaria
 
Neuronart Portfolio
Neuronart PortfolioNeuronart Portfolio
Neuronart Portfolio
 
Neuronart Portfolio
Neuronart PortfolioNeuronart Portfolio
Neuronart Portfolio
 
A3mel kolob
A3mel kolobA3mel kolob
A3mel kolob
 
Estrategias educativas-primaria 8-47-84
Estrategias educativas-primaria 8-47-84Estrategias educativas-primaria 8-47-84
Estrategias educativas-primaria 8-47-84
 
Estrategias educativas-primaria
Estrategias educativas-primariaEstrategias educativas-primaria
Estrategias educativas-primaria
 
Autoconciencia o autoconocimiento
Autoconciencia o autoconocimientoAutoconciencia o autoconocimiento
Autoconciencia o autoconocimiento
 
Habilidades sociales
Habilidades socialesHabilidades sociales
Habilidades sociales
 

More from SANG WON PARK

Trends_of_MLOps_tech_in_business
Trends_of_MLOps_tech_in_businessTrends_of_MLOps_tech_in_business
Trends_of_MLOps_tech_in_businessSANG WON PARK
 
Cloud DW technology trends and considerations for enterprises to apply snowflake
Cloud DW technology trends and considerations for enterprises to apply snowflakeCloud DW technology trends and considerations for enterprises to apply snowflake
Cloud DW technology trends and considerations for enterprises to apply snowflakeSANG WON PARK
 
The Data tech for AI based innovation(기업의 AI기반 혁신을 지원하는 데이터 기술)
The Data tech for AI based innovation(기업의 AI기반 혁신을 지원하는 데이터 기술)The Data tech for AI based innovation(기업의 AI기반 혁신을 지원하는 데이터 기술)
The Data tech for AI based innovation(기업의 AI기반 혁신을 지원하는 데이터 기술)SANG WON PARK
 
Cloud dw benchmark using tpd-ds( Snowflake vs Redshift vs EMR Hive )
Cloud dw benchmark using tpd-ds( Snowflake vs Redshift vs EMR Hive )Cloud dw benchmark using tpd-ds( Snowflake vs Redshift vs EMR Hive )
Cloud dw benchmark using tpd-ds( Snowflake vs Redshift vs EMR Hive )SANG WON PARK
 
AWS EMR Cost optimization
AWS EMR Cost optimizationAWS EMR Cost optimization
AWS EMR Cost optimizationSANG WON PARK
 
Understanding of Apache kafka metrics for monitoring
Understanding of Apache kafka metrics for monitoring Understanding of Apache kafka metrics for monitoring
Understanding of Apache kafka metrics for monitoring SANG WON PARK
 
Apache kafka performance(latency)_benchmark_v0.3
Apache kafka performance(latency)_benchmark_v0.3Apache kafka performance(latency)_benchmark_v0.3
Apache kafka performance(latency)_benchmark_v0.3SANG WON PARK
 
Optane DC Persistent Memory(DCPMM) 성능 테스트
Optane DC Persistent Memory(DCPMM) 성능 테스트Optane DC Persistent Memory(DCPMM) 성능 테스트
Optane DC Persistent Memory(DCPMM) 성능 테스트SANG WON PARK
 
Apache kafka 모니터링을 위한 Metrics 이해 및 최적화 방안
Apache kafka 모니터링을 위한 Metrics 이해 및 최적화 방안Apache kafka 모니터링을 위한 Metrics 이해 및 최적화 방안
Apache kafka 모니터링을 위한 Metrics 이해 및 최적화 방안SANG WON PARK
 
boosting 기법 이해 (bagging vs boosting)
boosting 기법 이해 (bagging vs boosting)boosting 기법 이해 (bagging vs boosting)
boosting 기법 이해 (bagging vs boosting)SANG WON PARK
 
Machine Learning Foundations (a case study approach) 강의 정리
Machine Learning Foundations (a case study approach) 강의 정리Machine Learning Foundations (a case study approach) 강의 정리
Machine Learning Foundations (a case study approach) 강의 정리SANG WON PARK
 
Apache kafka performance(throughput) - without data loss and guaranteeing dat...
Apache kafka performance(throughput) - without data loss and guaranteeing dat...Apache kafka performance(throughput) - without data loss and guaranteeing dat...
Apache kafka performance(throughput) - without data loss and guaranteeing dat...SANG WON PARK
 
Coursera Machine Learning (by Andrew Ng)_강의정리
Coursera Machine Learning (by Andrew Ng)_강의정리Coursera Machine Learning (by Andrew Ng)_강의정리
Coursera Machine Learning (by Andrew Ng)_강의정리SANG WON PARK
 
내가 이해하는 SVM(왜, 어떻게를 중심으로)
내가 이해하는 SVM(왜, 어떻게를 중심으로)내가 이해하는 SVM(왜, 어떻게를 중심으로)
내가 이해하는 SVM(왜, 어떻게를 중심으로)SANG WON PARK
 
코드로 이해하는 Back_propagation(cs231n)
코드로 이해하는 Back_propagation(cs231n)코드로 이해하는 Back_propagation(cs231n)
코드로 이해하는 Back_propagation(cs231n)SANG WON PARK
 
Rancher Simple User Guide
Rancher Simple User GuideRancher Simple User Guide
Rancher Simple User GuideSANG WON PARK
 
OLAP for Big Data (Druid vs Apache Kylin vs Apache Lens)
OLAP for Big Data (Druid vs Apache Kylin vs Apache Lens)OLAP for Big Data (Druid vs Apache Kylin vs Apache Lens)
OLAP for Big Data (Druid vs Apache Kylin vs Apache Lens)SANG WON PARK
 

More from SANG WON PARK (17)

Trends_of_MLOps_tech_in_business
Trends_of_MLOps_tech_in_businessTrends_of_MLOps_tech_in_business
Trends_of_MLOps_tech_in_business
 
Cloud DW technology trends and considerations for enterprises to apply snowflake
Cloud DW technology trends and considerations for enterprises to apply snowflakeCloud DW technology trends and considerations for enterprises to apply snowflake
Cloud DW technology trends and considerations for enterprises to apply snowflake
 
The Data tech for AI based innovation(기업의 AI기반 혁신을 지원하는 데이터 기술)
The Data tech for AI based innovation(기업의 AI기반 혁신을 지원하는 데이터 기술)The Data tech for AI based innovation(기업의 AI기반 혁신을 지원하는 데이터 기술)
The Data tech for AI based innovation(기업의 AI기반 혁신을 지원하는 데이터 기술)
 
Cloud dw benchmark using tpd-ds( Snowflake vs Redshift vs EMR Hive )
Cloud dw benchmark using tpd-ds( Snowflake vs Redshift vs EMR Hive )Cloud dw benchmark using tpd-ds( Snowflake vs Redshift vs EMR Hive )
Cloud dw benchmark using tpd-ds( Snowflake vs Redshift vs EMR Hive )
 
AWS EMR Cost optimization
AWS EMR Cost optimizationAWS EMR Cost optimization
AWS EMR Cost optimization
 
Understanding of Apache kafka metrics for monitoring
Understanding of Apache kafka metrics for monitoring Understanding of Apache kafka metrics for monitoring
Understanding of Apache kafka metrics for monitoring
 
Apache kafka performance(latency)_benchmark_v0.3
Apache kafka performance(latency)_benchmark_v0.3Apache kafka performance(latency)_benchmark_v0.3
Apache kafka performance(latency)_benchmark_v0.3
 
Optane DC Persistent Memory(DCPMM) 성능 테스트
Optane DC Persistent Memory(DCPMM) 성능 테스트Optane DC Persistent Memory(DCPMM) 성능 테스트
Optane DC Persistent Memory(DCPMM) 성능 테스트
 
Apache kafka 모니터링을 위한 Metrics 이해 및 최적화 방안
Apache kafka 모니터링을 위한 Metrics 이해 및 최적화 방안Apache kafka 모니터링을 위한 Metrics 이해 및 최적화 방안
Apache kafka 모니터링을 위한 Metrics 이해 및 최적화 방안
 
boosting 기법 이해 (bagging vs boosting)
boosting 기법 이해 (bagging vs boosting)boosting 기법 이해 (bagging vs boosting)
boosting 기법 이해 (bagging vs boosting)
 
Machine Learning Foundations (a case study approach) 강의 정리
Machine Learning Foundations (a case study approach) 강의 정리Machine Learning Foundations (a case study approach) 강의 정리
Machine Learning Foundations (a case study approach) 강의 정리
 
Apache kafka performance(throughput) - without data loss and guaranteeing dat...
Apache kafka performance(throughput) - without data loss and guaranteeing dat...Apache kafka performance(throughput) - without data loss and guaranteeing dat...
Apache kafka performance(throughput) - without data loss and guaranteeing dat...
 
Coursera Machine Learning (by Andrew Ng)_강의정리
Coursera Machine Learning (by Andrew Ng)_강의정리Coursera Machine Learning (by Andrew Ng)_강의정리
Coursera Machine Learning (by Andrew Ng)_강의정리
 
내가 이해하는 SVM(왜, 어떻게를 중심으로)
내가 이해하는 SVM(왜, 어떻게를 중심으로)내가 이해하는 SVM(왜, 어떻게를 중심으로)
내가 이해하는 SVM(왜, 어떻게를 중심으로)
 
코드로 이해하는 Back_propagation(cs231n)
코드로 이해하는 Back_propagation(cs231n)코드로 이해하는 Back_propagation(cs231n)
코드로 이해하는 Back_propagation(cs231n)
 
Rancher Simple User Guide
Rancher Simple User GuideRancher Simple User Guide
Rancher Simple User Guide
 
OLAP for Big Data (Druid vs Apache Kylin vs Apache Lens)
OLAP for Big Data (Druid vs Apache Kylin vs Apache Lens)OLAP for Big Data (Druid vs Apache Kylin vs Apache Lens)
OLAP for Big Data (Druid vs Apache Kylin vs Apache Lens)
 

Recently uploaded

Introduction to Firebase Workshop Slides
Introduction to Firebase Workshop SlidesIntroduction to Firebase Workshop Slides
Introduction to Firebase Workshop Slidesvaideheekore1
 
The Role of IoT and Sensor Technology in Cargo Cloud Solutions.pptx
The Role of IoT and Sensor Technology in Cargo Cloud Solutions.pptxThe Role of IoT and Sensor Technology in Cargo Cloud Solutions.pptx
The Role of IoT and Sensor Technology in Cargo Cloud Solutions.pptxRTS corp
 
Sending Calendar Invites on SES and Calendarsnack.pdf
Sending Calendar Invites on SES and Calendarsnack.pdfSending Calendar Invites on SES and Calendarsnack.pdf
Sending Calendar Invites on SES and Calendarsnack.pdf31events.com
 
Enhancing Supply Chain Visibility with Cargo Cloud Solutions.pdf
Enhancing Supply Chain Visibility with Cargo Cloud Solutions.pdfEnhancing Supply Chain Visibility with Cargo Cloud Solutions.pdf
Enhancing Supply Chain Visibility with Cargo Cloud Solutions.pdfRTS corp
 
Patterns for automating API delivery. API conference
Patterns for automating API delivery. API conferencePatterns for automating API delivery. API conference
Patterns for automating API delivery. API conferencessuser9e7c64
 
UI5ers live - Custom Controls wrapping 3rd-party libs.pptx
UI5ers live - Custom Controls wrapping 3rd-party libs.pptxUI5ers live - Custom Controls wrapping 3rd-party libs.pptx
UI5ers live - Custom Controls wrapping 3rd-party libs.pptxAndreas Kunz
 
Exploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdf
Exploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdfExploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdf
Exploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdfkalichargn70th171
 
How to submit a standout Adobe Champion Application
How to submit a standout Adobe Champion ApplicationHow to submit a standout Adobe Champion Application
How to submit a standout Adobe Champion ApplicationBradBedford3
 
Best Angular 17 Classroom & Online training - Naresh IT
Best Angular 17 Classroom & Online training - Naresh ITBest Angular 17 Classroom & Online training - Naresh IT
Best Angular 17 Classroom & Online training - Naresh ITmanoharjgpsolutions
 
Salesforce Implementation Services PPT By ABSYZ
Salesforce Implementation Services PPT By ABSYZSalesforce Implementation Services PPT By ABSYZ
Salesforce Implementation Services PPT By ABSYZABSYZ Inc
 
Tech Tuesday Slides - Introduction to Project Management with OnePlan's Work ...
Tech Tuesday Slides - Introduction to Project Management with OnePlan's Work ...Tech Tuesday Slides - Introduction to Project Management with OnePlan's Work ...
Tech Tuesday Slides - Introduction to Project Management with OnePlan's Work ...OnePlan Solutions
 
OpenChain Education Work Group Monthly Meeting - 2024-04-10 - Full Recording
OpenChain Education Work Group Monthly Meeting - 2024-04-10 - Full RecordingOpenChain Education Work Group Monthly Meeting - 2024-04-10 - Full Recording
OpenChain Education Work Group Monthly Meeting - 2024-04-10 - Full RecordingShane Coughlan
 
Comparing Linux OS Image Update Models - EOSS 2024.pdf
Comparing Linux OS Image Update Models - EOSS 2024.pdfComparing Linux OS Image Update Models - EOSS 2024.pdf
Comparing Linux OS Image Update Models - EOSS 2024.pdfDrew Moseley
 
Odoo 14 - eLearning Module In Odoo 14 Enterprise
Odoo 14 - eLearning Module In Odoo 14 EnterpriseOdoo 14 - eLearning Module In Odoo 14 Enterprise
Odoo 14 - eLearning Module In Odoo 14 Enterprisepreethippts
 
Revolutionizing the Digital Transformation Office - Leveraging OnePlan’s AI a...
Revolutionizing the Digital Transformation Office - Leveraging OnePlan’s AI a...Revolutionizing the Digital Transformation Office - Leveraging OnePlan’s AI a...
Revolutionizing the Digital Transformation Office - Leveraging OnePlan’s AI a...OnePlan Solutions
 
SAM Training Session - How to use EXCEL ?
SAM Training Session - How to use EXCEL ?SAM Training Session - How to use EXCEL ?
SAM Training Session - How to use EXCEL ?Alexandre Beguel
 
Strategies for using alternative queries to mitigate zero results
Strategies for using alternative queries to mitigate zero resultsStrategies for using alternative queries to mitigate zero results
Strategies for using alternative queries to mitigate zero resultsJean Silva
 
VK Business Profile - provides IT solutions and Web Development
VK Business Profile - provides IT solutions and Web DevelopmentVK Business Profile - provides IT solutions and Web Development
VK Business Profile - provides IT solutions and Web Developmentvyaparkranti
 
2024 DevNexus Patterns for Resiliency: Shuffle shards
2024 DevNexus Patterns for Resiliency: Shuffle shards2024 DevNexus Patterns for Resiliency: Shuffle shards
2024 DevNexus Patterns for Resiliency: Shuffle shardsChristopher Curtin
 
What’s New in VictoriaMetrics: Q1 2024 Updates
What’s New in VictoriaMetrics: Q1 2024 UpdatesWhat’s New in VictoriaMetrics: Q1 2024 Updates
What’s New in VictoriaMetrics: Q1 2024 UpdatesVictoriaMetrics
 

Recently uploaded (20)

Introduction to Firebase Workshop Slides
Introduction to Firebase Workshop SlidesIntroduction to Firebase Workshop Slides
Introduction to Firebase Workshop Slides
 
The Role of IoT and Sensor Technology in Cargo Cloud Solutions.pptx
The Role of IoT and Sensor Technology in Cargo Cloud Solutions.pptxThe Role of IoT and Sensor Technology in Cargo Cloud Solutions.pptx
The Role of IoT and Sensor Technology in Cargo Cloud Solutions.pptx
 
Sending Calendar Invites on SES and Calendarsnack.pdf
Sending Calendar Invites on SES and Calendarsnack.pdfSending Calendar Invites on SES and Calendarsnack.pdf
Sending Calendar Invites on SES and Calendarsnack.pdf
 
Enhancing Supply Chain Visibility with Cargo Cloud Solutions.pdf
Enhancing Supply Chain Visibility with Cargo Cloud Solutions.pdfEnhancing Supply Chain Visibility with Cargo Cloud Solutions.pdf
Enhancing Supply Chain Visibility with Cargo Cloud Solutions.pdf
 
Patterns for automating API delivery. API conference
Patterns for automating API delivery. API conferencePatterns for automating API delivery. API conference
Patterns for automating API delivery. API conference
 
UI5ers live - Custom Controls wrapping 3rd-party libs.pptx
UI5ers live - Custom Controls wrapping 3rd-party libs.pptxUI5ers live - Custom Controls wrapping 3rd-party libs.pptx
UI5ers live - Custom Controls wrapping 3rd-party libs.pptx
 
Exploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdf
Exploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdfExploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdf
Exploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdf
 
How to submit a standout Adobe Champion Application
How to submit a standout Adobe Champion ApplicationHow to submit a standout Adobe Champion Application
How to submit a standout Adobe Champion Application
 
Best Angular 17 Classroom & Online training - Naresh IT
Best Angular 17 Classroom & Online training - Naresh ITBest Angular 17 Classroom & Online training - Naresh IT
Best Angular 17 Classroom & Online training - Naresh IT
 
Salesforce Implementation Services PPT By ABSYZ
Salesforce Implementation Services PPT By ABSYZSalesforce Implementation Services PPT By ABSYZ
Salesforce Implementation Services PPT By ABSYZ
 
Tech Tuesday Slides - Introduction to Project Management with OnePlan's Work ...
Tech Tuesday Slides - Introduction to Project Management with OnePlan's Work ...Tech Tuesday Slides - Introduction to Project Management with OnePlan's Work ...
Tech Tuesday Slides - Introduction to Project Management with OnePlan's Work ...
 
OpenChain Education Work Group Monthly Meeting - 2024-04-10 - Full Recording
OpenChain Education Work Group Monthly Meeting - 2024-04-10 - Full RecordingOpenChain Education Work Group Monthly Meeting - 2024-04-10 - Full Recording
OpenChain Education Work Group Monthly Meeting - 2024-04-10 - Full Recording
 
Comparing Linux OS Image Update Models - EOSS 2024.pdf
Comparing Linux OS Image Update Models - EOSS 2024.pdfComparing Linux OS Image Update Models - EOSS 2024.pdf
Comparing Linux OS Image Update Models - EOSS 2024.pdf
 
Odoo 14 - eLearning Module In Odoo 14 Enterprise
Odoo 14 - eLearning Module In Odoo 14 EnterpriseOdoo 14 - eLearning Module In Odoo 14 Enterprise
Odoo 14 - eLearning Module In Odoo 14 Enterprise
 
Revolutionizing the Digital Transformation Office - Leveraging OnePlan’s AI a...
Revolutionizing the Digital Transformation Office - Leveraging OnePlan’s AI a...Revolutionizing the Digital Transformation Office - Leveraging OnePlan’s AI a...
Revolutionizing the Digital Transformation Office - Leveraging OnePlan’s AI a...
 
SAM Training Session - How to use EXCEL ?
SAM Training Session - How to use EXCEL ?SAM Training Session - How to use EXCEL ?
SAM Training Session - How to use EXCEL ?
 
Strategies for using alternative queries to mitigate zero results
Strategies for using alternative queries to mitigate zero resultsStrategies for using alternative queries to mitigate zero results
Strategies for using alternative queries to mitigate zero results
 
VK Business Profile - provides IT solutions and Web Development
VK Business Profile - provides IT solutions and Web DevelopmentVK Business Profile - provides IT solutions and Web Development
VK Business Profile - provides IT solutions and Web Development
 
2024 DevNexus Patterns for Resiliency: Shuffle shards
2024 DevNexus Patterns for Resiliency: Shuffle shards2024 DevNexus Patterns for Resiliency: Shuffle shards
2024 DevNexus Patterns for Resiliency: Shuffle shards
 
What’s New in VictoriaMetrics: Q1 2024 Updates
What’s New in VictoriaMetrics: Q1 2024 UpdatesWhat’s New in VictoriaMetrics: Q1 2024 Updates
What’s New in VictoriaMetrics: Q1 2024 Updates
 

Hadoop eco story 이해

  • 2. -* BVYdde BVYdde : ) Cc -553( >dj =jii c ( FjXZcZ ~ ( c .,,,( deZc hdjgXZ ) Cc .,,-( eVX Z HjiX ~ ( QZW =gVlaZg ) - XdgZ( -A< L G( L C> aZkZa - dc 4 YY idiVa -N< ) CcYZm c gViZh 8 -,, eV Zh + hZX ) a b iZY i Z idiVa cjbWZg d eV Zh id -,, b aa dc ) QZW cYZm c w ) 0 w x ) y Y h ­y CcYZm c * N Z hidgn d BVYdde .
  • 3. B> M : eVX Z HjiX 0~ hX ZbVaZhh( YjgVWaZ( VcYa c V ajgZ( VjidbVi Vaan gZWVaVcXZY Cc .,,/( Add aZ ejWa h ZY i Z Add aZ aZ MnhiZb eVeZg Cc .,,0( YZkZadeZY HjiX > hig WjiZY aZ MnhiZb ) >jgVWaZ 6 20G WadX ( ) BVcYa c V ajgZ 6 z HdYZ ) jidbVi XVaan gZWVaVcXZ 6 HVbZ HdYZ /
  • 4. B> M : 0iie6++lll*ha YZh VgZ*cZi+bVYk gjh+ Y h).443-012
  • 6. GVeLZYjXZ : H> M :( ) x ( ) xx ( ) * ! Cc .,,0( uGVeLZYjXZ6 M bea ZY >ViV JgdXZhh c dc FVg Z =ajhiZghv 2 GVe HdYZ LZYjXZ GVe
  • 7. GVeLZYjXZ : 3 -* ldgYXdjci GVeLZYjXZ * .* ( Mea i( ( ( ( … /* /~ Mea i * 0* bVe … 7 (-9 * 1* … Zn * 2* gZYjXZ … kVajZ hjb cVa kVajZ * 3* <ZVg(. =Vg(/ >ZZg(. L kZg(. cVa 7 Zn(kVajZ9 w
  • 8. 4 RackN NodeManager NodeManager NodeManager Rack2 NodeManager NodeManager NodeManager Rack1 NodeManager NodeManager NodeManager C2.1 C1.4 AM2 C2.2 C2.3 AM1 C1.3 C1.2 C1.1 Hadoop Client 1 Hadoop Client 2 create app2 submit app1 submit app2 create app1 ASM Scheduler queues ASM Containers NM ASM Scheduler Resources .......negotiates....... .......reports to....... .......partitions....... ResourceManager status report GVeLZYjXZ :
  • 9. BVYdde ! .,,2 BVYdde ! ) B> M GVeLZYjXZ BVYdde =dgZ a W ) .,,2 S BII ­ .,,3 Nl iiZg( VXZWdd ( F c ZYCc .,,4 MjW Jgd_ZXiw ) BWVhZ( Tdd ZZeZg( J SV dd ( B kZ VXZWdd q ) =adjYZgV Add aZ( VXZWdd ( SV dd ~ .,,5 bVodcZ GVeLZYjXZ .,-- Bdgidcldg h SV dd ~ 5
  • 10. BVYdde** q GVeLZYjXZw !!!! ) B> M ) =ajhiZg ( ) DdW ( egdXZhh c ) =a Zci JC q! <ViX : ) KjZgn( AgVe JgdXZhh c ** q: -,
  • 11. BVYdde** q w ! w : ) ** ) ** ** B> M GVeLZYjXZ : .,-. GVeLZYjXZ P. S LH --
  • 12. BVYdde .*, : =ajhiZg … GVeLZYjXZ w BVYdde S LH -.
  • 13. BVYdde MQw : -/ N Z BVYdde ?XdhnhiZb NVWaZ .,-2 -2, ~ MQ iie6++ VYddeZXdhnhiZbiVWaZ* i jW* d+
  • 14. BVYdde ?Xd r -0 B> M S LH y HdMKF MKF dc BVYdde x BVYdde)gZaViZY egd_ZXih Vi eVX Z HZlMKF x
  • 15. BVYdde ?Xd ( MKF dc BVYdde -1 w + !! : B> M S LH GVeLZYjXZ MKF dc BVYdde J ( B kZ( Mi c Zg NZo ( NV_d( CbeVaV( JgZhid( BVl Add aZ >gZbZa .,-- >ViV
  • 16. BVYdde ?Xd ( MKF dc BVYdde -2 • J .,,4 6 MXgei GVeLZYjXZ • BkZ .,,4 6 MKF GVeLZYjXZ • >g aa .,-- 6 B> M B<VhZ(Gdc d><(M/ GVeL • CbeVaV .,-. 6 y ( ( =adjYZgV • JgZhid .,-/ 6 _dcw VXZWdd • B kZ .*, .,-2 6 B kZ NZo =C> ( ~ • NV_d .,-0 6 >Q dc BVYdde( MKF • MeVg MKF .,-0 6 y • B QK .,-/ 6 GJJ ( sMKF t MKF)Ic)BVYdde : MKF -,w
  • 17. : y q -3 B> M GVeLZYjXZ J MXg ei B kZ MKF B kZ .*, B kZ iZo >g aa( JgZhid CbeVaV y NZo MeVg kh NZo NV_d BVlf ~ MeVg MKF
  • 18. q -4 y … y NV_d( B kZ w: MKF >g aa( CbeVaV( JgZhid( B QK( B kZ dc NZo ! MeVg L>> MeVg MKF L>>( B kZ y
  • 19. q -5 MnhiZb HVbZ Vjai NdaZgVcXZ >ncVb X MX ZYja c Fd N bZ KjZgn Fdl FViZcXn eVX Z NV_d I I I I CbeVaV R R R I Mig c Zg B kZ I I I I JgZhid R R R I MKF)dc)BVYdde :
  • 20. MKF dc BVYdde ., MKF)Ic)BVYdde y * 78 B> M & WVcYl Yi -, ( 4~( M N 3.,, geb -, & 4~ & -,,G<+hZX 8 4A<+hZX -*1N< B kZ( NV_d( CbeVaV * hZaZXi Xdjci & gdb NUN?MN VXidg " "( " y"( " " * w w w w VXidg * B kZ - NV_d( CbeVaV -*1 p / * -,, ( .,, w * Q Vi YdZh u-,, i bZh VhiZg i Vc B kZv VXijVaan bZVc:
  • 21. MKF)Ic)BVYdde VXidg .- • BVYdde 6 jaa hXVc • y 6 y gdje Wn( dgYZg Wn • … 6 dgYZg Wn kZ gZYjXZ w * • 6 L= aZ ( IL= aZ( eVgfjZi • 6 IL= * • 6 ( • y 6
  • 22. BVYdde : ..*** ” IL= JVgfjZi Bdgidcldg h ( DVkV ( L= aZ =adjYZgV ( ( ** ( McVeen ? X Zci >ViV MidgV Z dg cVani Xh l i eVX Z JVgfjZi .*,
  • 23. K “ ** ./ K JVgfjZi WadX h oZw Y h WadX h oZ w : ?LL 6 JVgfjZi aZ h djaY cdi WZ hea i cid bjai eaZ Y h)WadX h è B kZ eVgfjZi ( beVaV è JVgfjZi Y h WadX h oZ iie6++hiVX dkZg adl*Xdb+fjZhi dch+/,404331+hZi)eVgfjZi)hcVeen)djieji) aZ)h oZ) h) kZ
  • 24. BVYdde ?Xd ( HdMKF : .0 HdMKF y ~ HdMKF B> M S LH GVeLZYjXZ MKF dc BVYdde BVYdde ><GM q Add aZ < NVWaZ .,-. B> M >< : BWVhZ( =VhVcYgV( Gdc d><
  • 25. HdMKF w : .1Gdc d><( =VhhVcYgV( B<VhZ y • =VhcVYgV .,,4 6 VXZWdd • B<VhZ .,,2 6 >< • XXjbjad .,-- 6 B<VhZ ( ” • LZYh 6 >< • ?aVhiXMZVgX .,-, 6 FjXZcZ • Gdc d>< 6 -, Zc( w ( Ddc w • >ncVbd>< 6 QM ( ( MM> y( ) =VX Z LZY h >< ) ZaVhi XhZVgX
  • 26. HIMKF!! = J : .2HdMKF y ! =dch hiZcXn 6 xx w 8 w y * kV aVW a in 6 w 8 w JVgi i dc NdaZgVcXZ 6 8 HQ y HdMKF J w = = L><GM =J w ( B<VhZ J >ncVbd( =VhVcYgV( =djX >< = J = J NZdgZb HdMKF
  • 27. HIMKF : B> M w ) ­y w ) w HdMKF y ~ .3
  • 28. HdMKF BWVhZ .4 iie6++lll*ijidg Vahed ci*Xdb+ WVhZ+ WVhZUijidg Va*eY BWVhZ B> M HdMKF ><
  • 30. HdMKF /, HdMKF w è u v q : >< w ( F hi HdMKF y ~ KjZgn
  • 31. HdMKF : /- … -( .* 6 8 - 6 - /* 6 8 - 6 H 0* y L><GM … ! HdMKF
  • 32. HdMKF : /. EZn)PVajZ * PVajZ 0w * >< PVajZw Mig c ( F hi( GVe LZY h( >ncVbd><( L V EZn)PVajZ PVajZ ~ =dajbc BWVhZ( =VhVcYgV( >gj Y( XXjbjad =dajbc Vb an PVajZ mba( Dhdc Gdc d><( =djX ><( ?aVhi XhZVgX >dXjbZci
  • 33. HdMKF // iie6++c.b*Xd* g+c.b.,-,+YdlcadVY+=djX <VhZP-U0*eY • Dd c Dd c w ( HdMKF … >< _d c • HdMKF Dd c w w
  • 36. K =dajbc >< : /2>< w: Xdajbc dg ZciZY YWbh =dgZ w * ) )
  • 37. HdMKF MKF dc BVYdde** w : /3 HdMKF Hdi Ican MKF … ><GM >< < M? MKF HdMKF L><GM MKF dc BVYdde … = J HdMKF y ! (
  • 38. HdMKF MKF dc BVYdde** ! /4 B kZ MKF FVnZg : B> M S LH >ViV IM B< M? B kZ MKF =a Zci CchZgi + OeYViZ >ZZe MKF cVanhh B<VhZ VcY B kZ r <ZiiZg Nd Zi Zg ü B< M? >ViV ü ü BkZ ü KjZgn
  • 39. HdMKF w : HdMKF ee *! è ‘ >< ee w * ee ~ w * ~ P Zl P Zl à w HdMKF : J w =J /5
  • 40. HIMKF!! = J : < M? : 0, <Vh XVaan kV aVWaZ 6 kV aVWaZ Md i)hiViZ 6 w >ViVw Zme gZ ?kZcijVaan Xdch hiZcXn 6 y >ViV = J < M? HdMKF y ! =dch hiZcXn 6 xx w 8 w y * kV aVW a in 6 w 8 w * JVgi i dc NdaZgVcXZ 6 8 *
  • 41. HIMKF!! = J : < M? : 0- =C> * ( . … w * < M? ~ * =C>w ~ ( < M? * =C>( < M? = J = J /~ .~ * J ( * ‘( ‘ Jw w = * = : =dch hiZcXn ?kZcijVaan =dch hiZci ~ * HdMKF y ~ r ?kZcijVaan =dch hiZci
  • 42. HZl MKF: 0.HZlMKF : B> M S LH GVeLZYjXZ MKF dc BVYdde HdMKF HZlMKF =C> Hdc)adX c h VgZY)cdi c HdMKF VcY L><GM … : Pdai><( Hjd><( bZbMKF( =ajhig m
  • 43. HZl MKF : 0/ HdMKF L><GM MKF =C> < o HZlMKF ><GM ( HZlMKF y HZlMKF LZXdgY FdX c ad c <j Zg edda
  • 44. HZl MKF : 00 - MKF . igVchVXi dch =C> WZ c( gdaaWVX ( Xdbb i / Hdc)adX c XdcXjggZcXn Xdcigda NgVchVXi dc FdX c Hdc)adX c w * & ( HZlMKF w 0 B eZg)cdYZ eZg dgbVcXZ x ><GM * 1 JVgVaaZa( h VgZY)cdi c VgX iZXijgZ ( w x *
  • 45. HZlMKF 01 GZbdgn bnMKF ü Pdai>< AHO ( GZbMKF ü MXVaZ>< GnMKF hXVaVW a in ( ü Nd j>< AHO GVg V>< hXVaaVW a in ü =ajhig m> Y hig WjiZY eZZg)id)eZZg MKF YViVWVhZ ü Hjd>< Y hig WjiZY YViVWVhZ bVcV ZbZci s-0 2 HZlMKF =ajhig m( bZbMKF( Hjd><( Mea XZ GVX cZ( NgVch FVii XZ( Pdai>< -2 HdMKF( HZlMKF >ViVWVhZh Nd QViX
  • 46. HZlMKF( HdMKF( L><GM : 02 ü L><GM dg cZlMKF ü HdMKF dg HZlMKF ü L><GM ü HdMKF ü < o( Cc gV
  • 48. HZlMKF : 04 FZVYZg’ IgVXaZ( G Xgdhd i( M J( C<G H X Z JaVnZg w … uIcZ h oZ YdZh cdi i Vaav
  • 49. 05 B> M S LH GVeLZYjXZ MKF dc BVYdde HdMKF ( BVYdde ( q BVYdde : ajbZ( H ( ajZciY( ad hiVh HZlMKF
  • 50. r w : 1, • MXgWZ .,,4 6 VXZWdd ( • = j lV .,,4 6 SV dd( • ajbZ .,-. 6 ( y ?NF • ajZciY 6 ajbZ eaj c ( ? E w • Fd hiVh 6 * * w • H .,-0 6 ‘ HM • MKIIJ 6 L><GM BVYdde • EV V 6 Fc ZYCc( GZhhV Z KjZjZ >h < o Fd ( ( ) y EV Vw * ? E 6 ?aVhi XhZVgX ajZciY E WVcV Fd gZ Vidg FIA L>< GMA KjZjZ
  • 51. r : 1- w MdjgXZ )9 = VccZa )9 Mc ) MdjgXZ 6 ) = VccZa 6 ) Mc 6 Jaj c Jaj c ~ w ) 6 ><( JdgdidXda( MHM( B> M ) 6 ><( KjZjZ(
  • 52. r : 1. : JgdidXda DMIH NZmi RGF < cVgn DMIH ­y w( hoZ w( NZmi JVghc YViV dgbVi N g i( kgd( JgdidWj ­ (
  • 53. r : 1/ egdidWj w ( i g iw * PLI ) ) ( i g i ) .,,3( VXZWdd ) ( w * egdidWj ) .,,4( Add aZ ) w ( w N g i kh JgdidXda <j Zgh kh kgd ) < VhZY =dbeVg hdc
  • 54. y + MigZVb c 10 B> M S LH GVeLZYjXZ MKF dc BVYdde HdMKF higZVb c : GZbgdn ?kZci GL … ) C+I HQ( > h ( MeVg ( Midgb( hoboV HZlMKF y
  • 55. y r w : 11 • M0 .,-- 6 SV dd( higZVbc .,-/ • Midgb .,-/ 6 NliiZg( higZVbc ( • MVboV .,-0 6 Fc ZYCc( higZVbc ( >h • JjahVg .,-1 6 ZWVn( higZVbc =?J( >gjY • MeVg .,-0 6 >ViV<gX h( L>> + ( GF+MKF • a c .,-0 6 YViV gihVch( MeVg ( egdXZhh MeVg a W y MigZVb c < >ViV cZmi hiZe dg eVX Z a c a c
  • 56. y w: 12 GL NZo MeVg a c >ViV >ViV MVboVMidgb JjahVg B> M( aZ HdMKF … MHM( =Vaa( > A BVYdde > A L>>
  • 57. 13NZo B> M * GVe LZXYjXZ * GVeLZYjXZ kh NZo 6 ~ :
  • 58. 14 6 GZbdgn ( > A <ViX MigZVb c w G Xgd <ViX GVeLZYjXZ kh MeVg 6 ~ :
  • 59. 15 MigZVb c < >ViV6 Midgb( MeVg VcY MVboV 6 GZbdgn ( > A <ViX MigZVb c w G Xgd <ViX eVX Z Midgb
  • 60. 2,
  • 62. y 2.
  • 63. y 2/
  • 64. Qdg adl( Gdc idg c 20 BVYdde w OC …+ MQ !!!! : bWVg ( =adjYZgV GVcV Zg Ido Z( o VWVc( Fj BVYdde >ViV B> M S LH GVeLZYjXZ MKF dc BVYdde HdMKF HZlMKF y
  • 65. Qdg adl 21 OC o VWVc F c ZYCc BVYdde o VWVc Ido Z RGF OC Fj Jni dc =dYZ Fj Jni dc ~ Qdg adl ?c cZ =dbeVg hdc
  • 66. 22 BVYdde =ajhiZg =adjYZgV GVcV Zg =adjYZgV bWVg BdgidcQIg h aVb c d ‘ =adjY cZ < >ViV