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ĐỒ ÁN TỐT NGHIỆP ĐẠI HỌC: NGHIÊN CỨU, ĐÁNH GIÁ VÀ MÔ HÌNH HOÁ LƯU LƯỢNG TRONG TRUNG TÂM DỮ LIỆU DỰA TRÊN KẾT QUẢ PHÂN TÍCH LƯU LƯỢNG THU THẬP TỪ TRUNG TÂM DỮ LIỆU VIETTEL

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NGHIÊN CỨU, ĐÁNH GIÁ VÀ MÔ HÌNH HOÁ LƯU
LƯỢNG TRONG TRUNG TÂM DỮ LIỆU DỰA TRÊN KẾT
QUẢ PHÂN TÍCH LƯU LƯỢNG THU THẬP TỪ TRUNG
TÂM DỮ LIỆU VIETTEL
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NGHIÊN CỨU, ĐÁNH GIÁ VÀ MÔ HÌNH HOÁ LƯU
LƯỢNG TRONG TRUNG TÂM DỮ LIỆU DỰA TRÊN KẾT
QUẢ PHÂN TÍCH LƯU LƯỢNG THU THẬP TỪ TRUNG
TÂM DỮ LIỆU VIETTEL
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G8 HIJ+K2+=:3>=,
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9&9 q"['2X'"Y0#ZV,'
9&9&9 r0['2Xs"+K2X'"Y0#ZV,'
V<-A3hN*H%6;<%2-|6Dm3$=$.;3.:-AN=L3O %Z-12$=$3.2 '.C-
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XMDqDQNIQ+D#5“-52-A12J-3+2-$J+ o3$.+*H%6;<1Z6$=$-A<F-*)
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X.@-AX.OS$.:-A$.=L[12$=$3.6M3ITJ--6 IQ+N&38
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i<Q'.h-3O$.%Y<%Yg-A3.<3.&'3j3V<-A3hN*H%6;<6k33k%
f6N#3$=$.$.<-A o3S3V<-A3hN*H%6;<DYg$nhL*)-A ŠND='d-A
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%ƒ12$<-A$o'$.+ 6E<$.6 = $bJ$@-A3L%2L4<$C<1@$z-A$C-
3.6M38
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%Z-L4<$C<$C-$fN#3.;3.:-A$fDb5d$N, n>%ƒ12.;3.:-AV<-A
3hN*H%6;<VJD}6DqD='d-A$=$ <$C<$C-3.6M38
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%6;<1Z6$.6'.OVo3%Z- Y-A%,6Vo336M3X6;N$.+$=$$.6'.Oi<Q-%ƒ12
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DYg$X.Q-a-An>%ƒ$bJ.;3.:-AV<-A3hN*H%6;<8
A+26VJS$./-A3J$t-A$C-.6q<VW.|-1E3O -a-A$bJ3V<-A3hN*H

%6;<Dq3.oLDYg$X.Q-a-A$t-A Y5d$N, $bJ.;3.:-A-2L8f3.q-f6
3V<-A3hN*H%6;<$f H-A3O -a-A Y5J<7
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NENd-A*_-ADYg$5>*_-A3V+-A.;3.:-AV<-A3hN*H%6;<8
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A6HJ$=$3.6M3ITS3O l-DT DYg$$+63V0-A121o-DEIQ+N&3$.+.;
3.:-AN,-ADYg$Dm3%4-.2-ADC<8Yg$$o<.e 3:6Y<12.‚3VgX.6
N#3XM3-:6IT.{-A1Z6N#33.6M3IT3.e3.6M3IT1]-.+,3D#-AIe 3.Y}-A
1Z6XM3-:6%<@-r3:$D#$J+8
- Z6.;3.:-AN=L$.b$f.6;<-a-A$)$$J+D='d-A$=$d-A*_-A$.,L
3V4--f1Z6D#3V? { o3S3.}6A6J-D='d-A3.o' o3S.‚3Vg 6E<d-A
*_-A12$o<.e .+2-.Q+A6/'.;3.:-A$.,LGP”`8='d-A$=$d-A
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„Y|-A6N+J (9((\G…JAkBK
A.64-$d<SD= A6=12N@.e .fJ%Y<%Yg-A3V+-A3V<-A3hN*H%6;<*)J3V4-XM3
i<Q'.h-3O$.%Y<%Yg-A3.<3.&'3j3V<-A3hN*H%6;<6k33k%
$f3.qD612+.+,3D#-A YIe 3.Y}-A12*H%6;<DYg$IQ+1;X.@-AIT
No38

9&9&5 X'"Y0#ZV,'I2
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3.d$$.+3V<-A3hN*H%6;<nJ 8.Y-A3J$f3.q.6q<N#33V<-A3hN*H%6;<
nJ %2N#33V<-A3hN*H%6;<DYg$3.6M3XMDq3a-A3:6DJ.6;<i<Q5>*_-A
-a-A%Yg-A12A6QN3:63.6q<$=$3=$D#-Ano<3Z6N@63VY}-A8
V+-A3Y|-A%J6SN#33V<-A3hN*H%6;<•nJ  o3•X.@-A o33.6M3'.Q6
%2N#33V<-A3hN*H%6;<$fX6M-3V/$364<3._-a-A%Yg-A.6;<i<Q o3.JL%2
N#33V<-A3hN*H%6;<$f3.q3&-*_-A3:3 o3N@63VY}-An<-Ai<J DqA6QN

-a-A%Yg-A364<3._$.+$=$3.6M3IT%2NN=38.)$3MS3V<-A3hN*H%6;<nJ
DYg$DT -A.yJIŠ-A.6;<i<Q$bJ16;$3V<-A3hN*H%6;<Df$.<Lq-Dl6$=$326
-A<L4-N2-f5>*_-A5J-A-a-A%)$1&-.2 8a-A5<o3$C-3&'3V<-A12+G
LM<3:7.6;<i<Q5>*_-A$bJ$=$326-A<L4-12.6;<-a-A.+,3D#-AN+-A
N<:-3O 3V4-3j-AsJ33$bJ$=$3.6M3IT8
9&9&t /EXu+0v"X"X'"Y0#ZV,'
6;--JL$fVo3 6E<3V<-A3hN*H%6;<$f3<l63.03jB€(B\-aNSDc3Vr
-4-%‚63.}6X.f$f3.qD='d-ADYg$$=$ <$C<.6;--JLS.|--HJ$=$3V<-A
3hN-2L$~-364<3:-Vo3 6E<-a-A%Yg-A$J+.|-Ao'G(K%C-5+1Z6$=$3.6M3IT
.6;--JL$C-8.<$C<NrV#-A123.JL3.MIr6$=$3V<-A3hN*H%6;<NZ6%2
D6E<3o3LM<SDm$I6;3.YZ-A3Z616;$nhL*)-A$=$3V<-A3hN*H%6;<nJ S$fX.Q
-a-AD='d-A$J+S364<3._O3-a-A%Yg-A123.h-3.6;-1Z6N@63VY}-A8=$3V<-A
3hN*H%6;<$t$fX6M-3V/$N,-A.,-.‰'DJ-A'.Q6D:6Nm31Z6$=$1o-DE Y
X.Q-a-ANrV#-AX–NSX.fi<Q-%ƒSX.Q-a-AXM3-:6X–N12ITA6Z6.,-3V+-A
16;$*6$.<Lq-$=$N=LQ+8=$X6q<X6M-3V/$$t3.Y}-Ar*,-AVkkU*,-AG[S
$f3jGDM-K3C-ADT 3<LM-12$.<Lq-N,$.8"#3X6M-3V/$K3C-AIJ+AFN7
3C-A$+Vk%2A:$$bJ$hLS3C-AJAAVkAJ36+-rA6HJ123C-Ak*Ak%2%=$bJ$hL86M-
3V/$G3C-A5R$.‡$f$+Vk12JAAVkAJ36+-8Z6X6M-3V/$-2L3.Y}-A3.e$=$$.<Lq-
„Y|-A6N+J (9((\G…JAkBP
A.64-$d<SD= A6=12N@.e .fJ%Y<%Yg-A3V+-A3V<-A3hN*H%6;<*)J3V4-XM3
i<Q'.h-3O$.%Y<%Yg-A3.<3.&'3j3V<-A3hN*H%6;<6k33k%
N,$.3C-A*YZ6$.‡.#63_12+N#3$.<Lq-N,$.r3C-A3V4-125RAhLVJNo3N=3
%Z--M<$.<Lq-N,$.3C-A3V4-Am''.Q65)$:8
ŽVV+V7kwkVk-$k5+<V$k-+3w+<-*I4-*YZ6%2N#3X6q<X6M-3V/$D6q-.e
$bJ3V<-A3hN*H%6;<.6;--JL86M-3V/$-2LDYg$nhL*)-A1Z6$=$3bVJ$X$.dJ
$=$5kV1kVS$=$VJ$X%64-XM33V)$36M'1Z6$=$5s63$.3C-A*YZ6S$=$5s63$.3C-A
*YZ6%64-XM31Z6$=$5s63$.3C-A3V4-S3C-A3V4-$z-A%6M-XM31Z6$=$$+Vk5s63$.8
T9&53+K20:X'"Y0#ZV,'RwT
q3.JL3.M$=$X6M-3V/$$t$=$ 2'.=33V6q-DcDYJVJVo3 6E<$=$%+,6
X6M-3V/$X.=$ J< Y$<Ik—K˜S$k%%—B^˜S„G—BŒ˜SxJ3(Vkk—G˜Dm3I6;3%2

X6M-3V/$xJ3(Vkk1Z6$=$Y<D6qNDT 3<LM-$.:-A%‚63C-AG8\5>*_-ADTJ$.‡
…"UDTJ$.‡"A6Q[S*,-A3+'+D:6nd-A12$:DT d-A1Z6N‚6$o'-4-*?
i<Q-%ƒS$fX.Q-a-A3V<LE-%Y<%Yg-ADCL.J6$.6E<Uw<%%I65k$36+-IJ-*s63.[8
6M-3V/$-2L$~-DYg$ 6E< 2'.=33V6q-='*_-ADqnhL*)-A-4-X6M-3V/$
Ž%J536$Vkk—B˜1Z6N_$DO$.36M3X6;N-a-A%Yg-A364<3._3V+-AN,-A3V<-A3hN
*H%6;<8
e B8K%2N#3*,-A$bJX6M-3V/$xJ3(Vkk86M-3V/$-2LDYg$nhL*)-A
*)J3V4-$=$5s63$.X('+V3S3.Y}-A-A.64-$d<1Z6X6M-3V/$K(93JAk5xJ3(Vkk8
V+-AX6M-3V/$$f.‚3VgXM3-:6A6HJ”P.+53S5>*_-A5s63$.5X('+V38xJ3(Vkk
DYg$$.6JVJ%2NX'+*N‚6'+*$f$.dJ.+53S5:$+Vk5s63$.%25:JAAVkAJ36+-
5s63$.IŠ-A5:k*Ak5s63$.%2”G8=$JAAVkAJ36+-5s63$.12k*Ak5s63$.-:61Z6
J<3,+3.2 DF3.T.J6'.OJDCLDb8
„Y|-A6N+J (9((\G…JAkB\
A.64-$d<SD= A6=12N@.e .fJ%Y<%Yg-A3V+-A3V<-A3hN*H%6;<*)J3V4-XM3
i<Q'.h-3O$.%Y<%Yg-A3.<3.&'3j3V<-A3hN*H%6;<6k33k%
T9&t/EXu+x2X^^yFz{|
9&5 YVvX'"Y0#ZV,'
9&5&9 YVv^+.}~vr"
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A6Q- o3%23V<-A3hN*H%6;<$o'BS$|IQ-A6:-A YB'.~-AN=L$.b8"d$D#
$J+ o3%23V<-A3hN*H%6;<$o'PSDYg$3.6M3XM$=$.;3.:-AN=L3O $f
6;N1_i<J-3V0-AS1Z6DCLDb$=$.;3.:-A$+-*)'.~-A12$=$X6qN5+=3J-
-6 DYg$D6E<X.6q-Ir6$=$'.Y|-A3.d$X6qN5+=33V<L &'56 3Vu$.0$8
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- Y}-A*]-'.h-I:X.@-A*)'.~-A'._$1_$=$3.6M3IT
- =$3.2 '.C-X.@-A*)'.~-A
- |5r.,3C-A563k$|IQ-DQNIQ+5“-52-A••8^`Bš
G

- ='d-A$=$L4<$C<$bJ$o'B
- |5r.,3C-A563k*)'.~-ADQNIQ+5“-52-A••8`PBš
K
- ='d-A$=$L4<$C<$bJ$o'G
- .6E<DY}-A*]-'.h-I:D#$%&''._$1_$=$3.6M3IT
„Y|-A6N+J (9((\G…JAkB^
A.64-$d<SD= A6=12N@.e .fJ%Y<%Yg-A3V+-A3V<-A3hN*H%6;<*)J3V4-XM3
i<Q'.h-3O$.%Y<%Yg-A3.<3.&'3j3V<-A3hN*H%6;<6k33k%
- o3$Q$=$3.6M3IT'.Q6$f-A<F-X–'123Y|-A3.O$.DCLDb1Z63+'+%+AL$bJX6M-3V/$563k
- |5r.,3C-A563k*<L3VeDF-A3.}6DQNIQ+5“-52-A••8`PBš
P - ='d-A$=$L4<$C<$bJ$o'K
- o3$Q$=$3.6M3IT%2NN=3$f-A<F-X–'D#$%&'SIJ+AFN.;3.:-A3.6M3IT%2N%, 125Yr6oN3.@-AA6f12D6E<.~JX.@-AX.OU[
- |5r.,3C-A563k$.:-A%‚6$fX.Q-a-A'.h-I:12%Y<3VH-a-A%Yg-ADQNIQ+5“-52-A••S••\š
9&5&5 YVv^RG W"}•#€"
a-$d12+D:63Yg-A5>*_-A3V<-A3hN*H%6;<S3jDf$f3.q$.6J3.2
IJ%+,63V<-A3hN*H%6;<5J<7
- V<-A3hN*H%6;<3VY}-AD,6.0$7
- V<-A3hN*H%6;<*+J -A.6;'
- V<-A3hN*H%6;<D6;-3+=-D=NNhL
@>"9&5YVvX'"Y0#ZV,'^RG W"
m$D6qN
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=$%+,6*T$.1_
9:%Z'
„Y|-A6N+J (9((\G…JAkB`
A.64-$d<SD= A6=12N@.e .fJ%Y<%Yg-A3V+-A3V<-A3hN*H%6;<*)J3V4-XM3
i<Q'.h-3O$.%Y<%Yg-A3.<3.&'3j3V<-A3hN*H%6;<6k33k%
9&5&t YVv^['(0SX'"Y0#ZV,'
.k+i<LN@3V<-A3hN*H%6;<S$f3.q'.h-3V<-A3hN*H%6;<3.2 K%+,67
- V<-A3hN*H%6;<%+,6 {7.2-A$._$N=L$.b

- V<-A3hN*H%6;<%+,61jJ7X.+Q-A3V4-*YZ6B€€N=L$.b
- V<-A3hN*H%6;<%+,6%Z-7.2-A-A2-S$._$-A2-N=L$.b
J$f3.qDYJVJIQ-AD:6$.6M<$=$%+,63V<-A3hN*H%6;< Y5J<7
@>"9&tG+E'++VvX'"Y0#ZV,'
V<-A3hN*H%6;<3VY}-A.0$
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