Page 55 - First special issue on The impact of Artificial Intelligence on communication networks and services
P. 55
,78 -2851$/ ,&7 'LVFRYHULHV 9RO 0DUFK
INCLUSION OF ARTIFICIAL INTELLIGENCE IN COMMUNICATION
NETWORKS AND SERVICES
;8 *XLEDR 08 <XER /,8 -LDOLDQJ
,QVWLWXWH RI 7HFKQRORJ\ DQG 6WDQGDUGV 5HVHDUFK &KLQD $FDGHP\ RI ,QIRUPDWLRQ DQG &RPPXQLFDWLRQ
7HFKQRORJ\ %HLMLQJ &KLQD 35
Abstract – AI with learning abilities is a revolutionary technology which the communication industry is exploring,
with the aim of introducing it into communication networks and to provide new services, and to improve network
efficiency and user experience. At this time there is no total solution or complete framework to do so. One
contender in the steps towards a solution is a FINE framework, which can be illustrated by the example of an
SDN/NFV collaboratively- deployed network.
.H\ZRUGV ± $UWLILFLDO LQWHOOLJHQFH FRPPXQLFDWLRQ QHWZRUN QHWZRUN IXQFWLRQV YLUWXDOL]DWLRQ 1)9 VRIWZDUH
GHILQHG QHWZRUN 6'1
1. INTRODUCTION 2.1. Characterized requirements
,Q UHFHQW \HDUV ZLWK WKH GHYHORSPHQW DQG PDWXUDWLRQ :LWK DQ LQFUHDVLQJ QXPEHU RI XVHUV DQG WKH JURZLQJ
RI VXFK WHFKQRORJLHV DV FORXG FRPSXWLQJ ELJ GDWD VL]H RI WKH FRPPXQLFDWLRQ QHWZRUN GLIIHUHQFHV RI
DQG GHHS OHDUQLQJ WKH LQGXVWULDOL]DWLRQ RI DUWLILFLDO SUHIHUHQFHV KDELWV DQG WKH LQIRUPDWLRQ QHHGV RI
LQWHOOLJHQFH $, KDV EHHQ GHYHORSHG DFFRUGLQJO\ HQWHUSULVHV DQG LQGLYLGXDO XVHUV DUH JUDGXDOO\
6LQFH $OSKD*R ZRQ WKH *R PDWFK DJDLQVW /HH 6H H[SRVHG 7KH GHPDQG IRU VSHFLDOL]HG EXVLQHVVHV LV
GRO LQ $, KDV DWWUDFWHG PRUH DQG PRUH EHFRPLQJ VWURQJHU ZLWK FXVWRPL]HG QHWZRUNV DQG
DWWHQWLRQ $, WHFKQRORJ\ KDV EHHQ LQWURGXFHG LQWR D VHUYLFHV QRZ EHLQJ SURYLGHG IRU HQWHUSULVH XVHUV ,Q
QXPEHU RI DUHDV $V D UHYROXWLRQDU\ IRUFH $, KDV WKH IXWXUH WKHUH ZLOO EH D VSHFLDO VHUYLFH SDFNDJH IRU
EHHQ PDNLQJ JUHDW SURJUHVV DQG UHDOL]HG PDQ\ HDFK XVHU DQG HYHQ D VSHFLDO QHWZRUN 6XFK FRPSOH[
DFKLHYHPHQWV LQ WKHVH DUHDV UHTXLUHPHQWV ZRXOG EH XQLPDJLQDEOH ZLWKRXW DQ
&RPPXQLFDWLRQV LV D VHFWRU ZLWK KHDY\ ,&7 XVH LQWHOOHFWXDO WRRO
GHDOLQJ ZLWK D YDULHW\ RI FRQVXPHU GHPDQGV RQ
LQGLYLGXDOL]DWLRQ UHTXLUHPHQWV PXOWLPHGLD VHUYLFHV 2.2. Multimedia services
DQG SUHFLVLRQ PDQDJHPHQW ZKLFK KDV PDGH QHWZRUN
VHFXULW\ EHFRPH PRUH DQG PRUH LPSRUWDQW :LWK :LWK WKH DUULYDO RI WKH :HE HUD ,QWHUQHW XVHUV
$,¶V DGYDQWDJHV LQ OHDUQLQJ XQGHUVWDQGLQJ KDYH EHFRPH LQIRUPDWLRQ SURGXFHUV DV ZHOO DV
UHDVRQLQJ DQG FRRSHUDWLQJ JUDGXDOO\ EHLQJ LQIRUPDWLRQ FRQVXPHUV DQG DUH SURGXFLQJ PRUH DQG
GLVFRYHUHG VRIWZDUH GHILQHG QHWZRUNV 6'1 DQG PRUH LQIRUPDWLRQ LQ PXOWLPHGLD 8VHU JHQHUDWHG
QHWZRUN IXQFWLRQV YLUWXDOL]DWLRQ 1)9 KDYH FRQWHQW LQFUHDVHV ,QWHUQHW WUDIILF DW DQ XQEHOLHYDEOH
DSSHDUHG WHFKQRORJLHV RI GHHS SDFNHW LQVSHFWLRQ DQG VSHHG 8QGHU WKHVH FLUFXPVWDQFHV ERWK VWRUDJH DQG
VHUYLFH DZDUH QHWZRUNV DUH DOPRVW LQ PDWXULW\ DQG WUDQVPLVVLRQ DUH D JUHDW FKDOOHQJH 7KH LQFOXVLRQ RI
WKH LQWHOOHFWXDOL]DWLRQ RI FRPPXQLFDWLRQ QHWZRUNV $, EROVWHUV RXU DELOLWLHV WR KDQGOH WKLV FKDOOHQJH
DQG VHUYLFHV DUH EHFRPLQJ SRVVLEOH )XUWKHUPRUH
RSHUDWRUV KDYH D NHHQ LQWHUHVW LQ $, ZKLFK PD\ 2.3. Precision management
GHFUHDVH FDSLWDO H[SHQGLWXUH &$3(; DQG
RSHUDWLQJ H[SHQVH 23(; 7KH XVH RI VPDUWSKRQHV PDNHV LW LQHYLWDEOH WKDW WKH
YDULRXV GLPHQVLRQV DQG JUDQXODULWLHV LQ WRGD\ V
2. TRENDS IN COMMUNICATION ZLUHOHVV WUDIILF PRGHOV VKRXOG EH FRQVLGHUHG LQ WKH
NETWORKS AND SERVICES QHWZRUNV
,QWHUQDWLRQDO 7HOHFRPPXQLFDWLRQ 8QLRQ