1. ãããã¯ãŒã¯ãšã³ãžãã¢ãšã¯
ãããã¯ãŒã¯ãšã³ãžãã¢ãšã¯ãæ å ±éä¿¡æè¡ïŒITïŒã®åéã§åãå°é家ã®äžã€ã§ãã圌ãã®äž»ãªåœ¹å²ã¯ãã³ã³ãã¥ãŒã¿ãããã¯ãŒã¯ã®èšèšãæ§ç¯ãéçšããããŠä¿å®ãè¡ãããšã§ããããã«ã¯ãã€ã³ã¿ãŒããããäŒæ¥ã®å éšãããã¯ãŒã¯ãããã«ã¯ã¯ã©ãŠããµãŒãã¹ãªã©ãç§ãã¡ã®æ¥åžžç掻ãããžãã¹ã«æ¬ ãããªãå€ãã®ãµãŒãã¹ã®èåŸã«ãããããã¯ãŒã¯ã®ç®¡çãå«ãŸããŸãã
1.1. ãããã¯ãŒã¯ãšã³ãžãã¢ã®äž»ãªæ¥åå 容
ãããã¯ãŒã¯ãšã³ãžãã¢ã®æ¥åå 容ã¯éåžžã«å¹ åºãããã®å°éæ§ã«ãã£ãŠç°ãªãå ŽåããããŸããäžè¬çã«ã¯ããããã¯ãŒã¯ã®èšèšãæ§ç¯ãéçšããã©ãã«ã·ã¥ãŒãã£ã³ã°ãä¿å®ãªã©ãäž»ãªæ¥åãšããŠæããããŸããå ·äœçã«ã¯ãæ°ãããããã¯ãŒã¯ã®èšèšãæ¢åã®ãããã¯ãŒã¯ã®æ¹åããããã¯ãŒã¯æ©åšã®èšå®ãæŽæ°ãé害ãçºçããéã®å¯Ÿå¿ãªã©ãå«ãŸããŸãã
1.2. ãããã¯ãŒã¯ãšã³ãžãã¢ã®åœ¹å²ãšéèŠæ§
çŸä»£ã®ç€ŸäŒã¯ãã€ã³ã¿ãŒããããã¯ã©ãŠãæè¡ã«å€§ããäŸåããŠããŸãããã®ãããªç°å¢äžã§ããããã¯ãŒã¯ãšã³ãžãã¢ã®åœ¹å²ã¯éåžžã«éèŠãšãªã£ãŠããŸãã圌ãã¯ãæ å ±ãæ£ç¢ºãã€è¿ éã«äŒéãããããã®åºç€ãæäŸãã圹å²ãæãããŠããŸãããŸããã»ãã¥ãªãã£ã®ç¢ºä¿ããé害çºçæã®è¿ éãªå¯Ÿå¿ãæ±ãããããããããžãã¹ã®ç¶ç¶æ§ãä¿ã€äžã§æ¬ ãããªãååšãšãªã£ãŠããŸãã
2. ãããã¯ãŒã¯ãšã³ãžãã¢ã®å°æ¥æ§
æ å ±æè¡ã®é²åãšãšãã«ããããã¯ãŒã¯ãšã³ãžãã¢ã®åœ¹å²ã¯æ¥ã å€åããŠããŸãããã®ããããããã¯ãŒã¯ãšã³ãžãã¢ãšããŠã®ãã£ãªã¢ãèããéã«ã¯ãçŸåšã®åžå Žã®ååãå°æ¥ã®æè¡ãã¬ã³ããç解ããããšãäžå¯æ¬ ã§ãã
2.1. åžå Žã§ã®éèŠãšå€å
è¿å¹Žãããžã¿ã«ãã©ã³ã¹ãã©ãŒã¡ãŒã·ã§ã³ïŒDXïŒã®æšé²ãIoTã®æ®åããªã¢ãŒãã¯ãŒã¯ã®å¢å ãªã©ãå€ãã®äŒæ¥ãITã掻çšããããžãã¹å±éãé²ããŠããŸãããã®ãããªèæ¯ããããããã¯ãŒã¯ã®å®å®çãªéçšãæ±ãããããããã¯ãŒã¯ãšã³ãžãã¢ã®éèŠã¯å¢å åŸåã«ãããŸããç¹ã«ãã»ãã¥ãªãã£ãé«ééä¿¡ã倧容éããŒã¿ã®åãæ±ãã«é¢ããç¥èãæã€ãšã³ãžãã¢ã¯ãå€ãã®äŒæ¥ããé«ãè©äŸ¡ãããŠããŸãã
2.2. ã¯ã©ãŠãåãšãã®åœ±é¿
ã¯ã©ãŠãæè¡ã®æ®åã¯ããããã¯ãŒã¯ãšã³ãžãã¢ã®æ¥åã«å€§ããªåœ±é¿ãäžããŠããŸããåŸæ¥ã®ãªã³ãã¬ãã¹ã®ãããã¯ãŒã¯ãããã¯ã©ãŠãããŒã¹ã®ãããã¯ãŒã¯ãžã®ç§»è¡ãé²ãäžããšã³ãžãã¢ã¯ã¯ã©ãŠããµãŒãã¹ã®å°å ¥ãéçšãã»ãã¥ãªãã£å¯Ÿçãªã©ãæ°ããã¹ãã«ã身ã«ã€ããå¿ èŠããããŸãããŸããã¯ã©ãŠãã®å€æ§åã«äŒŽããè€æ°ã®ã¯ã©ãŠããµãŒãã¹ãçµ±åçã«ç®¡çããèœåãæ±ããããããã«ãªã£ãŠããŸãã
2.3. å 端æè¡ãšã®é¢é£æ§
AIããããã¯ãã§ãŒã³ã5Gãªã©ã®å 端æè¡ã®é²åã¯ããããã¯ãŒã¯ã®èšèšãéçšã«æ°ãããã£ã¬ã³ãžããããããŠããŸãããããã®æè¡ã掻çšããããã«ã¯ãé«éã§å®å®ãããããã¯ãŒã¯ãäžå¯æ¬ ã§ãããããã¯ãŒã¯ãšã³ãžãã¢ã¯ããããã®æ°ããæè¡ãã¬ã³ããåãå ¥ããããšã§ãæŽãªããã£ãªã¢ã¢ãããç®æãããšãã§ããŸãã
3. ãããã¯ãŒã¯ãšã³ãžãã¢ã«å¿ èŠãªã¹ãã«
ãããã¯ãŒã¯ãšã³ãžãã¢ãšããŠã®ãã£ãªã¢ãç¯ãããã«ã¯ãå€å²ã«ãããã¹ãã«ãæ±ããããŸãããããã®ã¹ãã«ã¯ãæ¥ã ã®æ¥åãå¹ççã«éè¡ããããã®ãã®ã§ãããæè¡ã®é²åãšãšãã«æŽæ°ãããããšãå€ãã§ãã
3.1. åºæ¬çãªãããã¯ãŒã¯ç¥è
ãããã¯ãŒã¯ãšã³ãžãã¢ã®åºç€ãšãªãã®ã¯ãåºæ¬çãªãããã¯ãŒã¯ç¥èã§ããããã«ã¯ãTCP/IPãOSIåç §ã¢ãã«ãã«ãŒãã£ã³ã°ãã¹ã€ããã³ã°ã®åçãªã©ãå«ãŸããŸãããŸãããããã¯ãŒã¯ããããžãŒããããã³ã«ãã»ãã¥ãªãã£ã«é¢ããåºç€ç¥èãå¿ èŠã§ãããããã®ç¥èã¯ããããã¯ãŒã¯ã®èšèšããã©ãã«ã·ã¥ãŒãã£ã³ã°ã®éã«äžå¯æ¬ ãšãªããŸãã
3.2. ã¯ã©ãŠããšä»®æ³ãããã¯ãŒã¯
è¿å¹Žã®ã¯ã©ãŠãæè¡ã®æ®åã«äŒŽããã¯ã©ãŠããããã¯ãŒã¯ãä»®æ³ãããã¯ãŒã¯ã®ç¥èãéèŠãšãªã£ãŠããŸãããä»®æ³åæè¡ã䜿çšããŠãç©ççãªãããã¯ãŒã¯ãè¶ ããŠãããã¯ãŒã¯ãæ§ç¯ã»éçšããã¹ãã«ã¯ãçŸä»£ã®ãããã¯ãŒã¯ãšã³ãžãã¢ã«ã¯æ¬ ãããŸãããç¹ã«ãAWSãAzureãGCPãªã©ã®äž»èŠãªã¯ã©ãŠããµãŒãã¹ã®ãããã¯ãŒã¯æ©èœã«é¢ããç¥èãçµéšã¯ãå€ãã®äŒæ¥ã§æ±ããããŠããŸãã
3.3. ããã°ã©ãã³ã°ã¹ãã«ã®éèŠæ§
ãããã¯ãŒã¯ã®èªååããªãŒã±ã¹ãã¬ãŒã·ã§ã³ãé²ãäžãããã°ã©ãã³ã°ã¹ãã«ã¯ãããã¯ãŒã¯ãšã³ãžãã¢ã«ãšã£ãŠã®å€§ããªæŠåšãšãªããŸããPythonãGoãªã©ã®ããã°ã©ãã³ã°èšèªã䜿çšããŠããããã¯ãŒã¯ã®èšå®ãç£èŠããã©ãã«ã·ã¥ãŒãã£ã³ã°ãèªååããããšã§ãæ¥åã®å¹çåããšã©ãŒã®åæžãæåŸ ã§ããŸãããŸããAPIãå©çšããŠã¯ã©ãŠããµãŒãã¹ãšé£æºããã¹ãã«ããçŸä»£ã®ãããã¯ãŒã¯ãšã³ãžãã¢ã«ã¯å¿ èŠãšãããŠããŸãã
4. ãããã¯ãŒã¯ãšã³ãžãã¢ã®è³æ Œ
ãããã¯ãŒã¯ãšã³ãžãã¢ãšããŠã®ãã£ãªã¢ãç©ãäžã§ãè³æ Œã¯ãã®å®åãç¥èã蚌æããéèŠãªæ段ãšãªããŸããå€ãã®äŒæ¥ãçµç¹ã§ã¯ãç¹å®ã®è³æ Œãæã€ãšã³ãžãã¢ãåªéããå Žåãããããã£ãªã¢ã¢ããã®ããã®ã¹ããããšããŠã泚ç®ãããŠããŸãã
4.1. è³æ Œã®çš®é¡ãšãã®éèŠæ§
ãããã¯ãŒã¯ãšã³ãžãã¢ã®è³æ Œã¯å€å²ã«ããããŸãã代衚çãªãã®ãšããŠã¯ãCiscoã®CCNAãCCNPãJuniperã®JNCIAãJNCISãCompTIAã®Network+ãªã©ãæããããŸãããããã®è³æ Œã¯ããããã¯ãŒã¯ã®åºæ¬çãªç¥èããé«åºŠãªã¹ãã«ãŸã§ãç¶²çŸ ããŠãããååŸããããšã§ãã®ãšã³ãžãã¢ã®å°éæ§ãçµéšã蚌æããããšãã§ããŸãããŸããç¹å®ã®æè¡ã補åã«ç¹åããè³æ Œãååšãããã®åéã§ã®æ·±ãç¥èãã¹ãã«ãæã€ããšã瀺ããã®ãšãªã£ãŠããŸãã
4.2. è³æ ŒååŸã®ã¡ãªãã
è³æ ŒãååŸããããšã®æ倧ã®ã¡ãªããã¯ãèªèº«ã®ã¹ãã«ãç¥èã蚌æããããšãã§ããç¹ã§ããããã«ãããå°±è·ã転è·ã®éã®ã¢ããŒã«ãã€ã³ããšããŠæŽ»çšããããšãã§ããŸãããŸããè³æ Œãæã€ããšã§ãããé«åºŠãªæ¥åããããžã§ã¯ãã«åå ãããã£ã³ã¹ãå¢ããããšãæåŸ ã§ããŸããããã«ãè³æ ŒååŸã®éçšã§æ°ããç¥èãã¹ãã«ãåŠã¶ããšãã§ããèªèº«ã®æé·ãä¿é²ããããšã倧ããªã¡ãªãããšãªããŸãã
5. ãããã¯ãŒã¯ãšã³ãžãã¢ã®ãã£ãªã¢ãã¹
ãããã¯ãŒã¯ãšã³ãžãã¢ãšããŠã®éã¯äžã€ã§ã¯ãããŸãããå€æ§ãªæè¡ãæ¥çã®å€åã«äŒŽãããã£ãªã¢ã®éžæè¢ãå¢ããŠããŸãããããããã®ãã£ãªã¢ãã¹ã«ã¯ãç°ãªãã¹ãã«ãçµéšãæ±ãããããããèªèº«ã®èå³ã匷ã¿ãç解ããé©åãªæ¹åæ§ãèŠã€ããããšãéèŠã§ãã
5.1. ãã£ãªã¢ã®éžæè¢
ãããã¯ãŒã¯ãšã³ãžãã¢ãšããŠã®ãã£ãªã¢ã¯ãåçŽãäžçŽãäžçŽãšããã¹ãããã«åããããŸããåçŽã§ã¯åºæ¬çãªãããã¯ãŒã¯ã®èšå®ãéçšãåŠã³ãäžçŽã§ã¯è€éãªãããã¯ãŒã¯ã®èšèšããã©ãã«ã·ã¥ãŒãã£ã³ã°ã«æºãããŸããäžçŽã§ã¯ã倧èŠæš¡ãªãããã¯ãŒã¯ã®èšèšãéçšããŸãã¯ç¹å®ã®æè¡é åã«ç¹åãããšãã¹ããŒããšããŠæŽ»åããããšãæåŸ ãããŸãããŸãããããžã¡ã³ããå¶æ¥ãæè²ãªã©ãæè¡ä»¥å€ã®ãã£ãªã¢ãã¹ãååšããŸãã
5.2. æåããããã®ãã€ã³ã
ãããã¯ãŒã¯ãšã³ãžãã¢ãšããŠæåããããã«ã¯ãæè¡ã®ç¿åŸã ãã§ãªããã³ãã¥ãã±ãŒã·ã§ã³èœåãåé¡è§£æ±ºèœåãéèŠã§ããç¹ã«ãããŒã ã§ã®äœæ¥ãå€ããããä»ã®ã¡ã³ããŒãšã®ååãæ å ±å ±æãæ±ããããŸãããŸããæ°ããæè¡ããã¬ã³ãã«å¯Ÿãã奜å¥å¿ãæã¡ç¶ããèªäž»çã«åŠã³ç¶ãã姿å¢ã倧åã§ããããã«ãããå€åããæ¥çã®äžã§ãåžžã«æåç·ã§æŽ»èºããããšãã§ããŸãã
6. ãããã¯ãŒã¯ãšã³ãžãã¢ã®æ¥åžž
ãããã¯ãŒã¯ãšã³ãžãã¢ãšããŠã®æ¥åžžã¯ãå€å²ã«ãããæ¥åãšåžžã«å€åããæè¡ç°å¢ã®äžã§ã®ææŠã«æºã¡ãŠããŸãããã®ã»ã¯ã·ã§ã³ã§ã¯ããããã¯ãŒã¯ãšã³ãžãã¢ã®äžæ¥ãè¿œããªããããã®é åã課é¡ã«ã€ããŠè©³ããæ¢ã£ãŠãããŸãã
6.1. äžæ¥ã®å§ãŸã: ã¢ãã¿ãªã³ã°ãšãã§ãã¯
ãšã³ãžãã¢ã®æ¥åžžã¯ããŸããããã¯ãŒã¯ã®ã¢ãã¿ãªã³ã°ããå§ãŸããŸããããã«ãããã·ã¹ãã ã«ç°åžžãé害ããªããã確èªããå¿ èŠã«å¿ããŠå¯Ÿå¿ãè¡ããŸãããã®æç¹ã§ã®æ©æçºèŠã»æ©æ察å¿ãã倧ããªãã©ãã«ãé²ãéµãšãªããŸãã
6.2. ãããžã§ã¯ããšã¿ã¹ã¯ã®é²è¡ç®¡ç
æ¥åžžã®æ¥åã®äžã§ãæ°ãããããžã§ã¯ãã®ç«ã¡äžããæ¢åã®ã¿ã¹ã¯ã®é²è¡ç®¡çãæ¬ ãããŸãããããã«ã¯ãä»ã®éšçœ²ãããŒã ãšã®é£æºãäžå¯æ¬ ã§ãã³ãã¥ãã±ãŒã·ã§ã³èœåãæ±ããããŸãã
6.3. åŠã³ãšã¢ããããŒã
æè¡ã®é²åã¯æ¥é²ææ©ã§ãããã®ããããšã³ãžãã¢ãšããŠã¯ãæ°ããæè¡ããã¬ã³ãã«åžžã«ç®ãåããèªèº«ã®ç¥èãã¢ããããŒããç¶ããããšãå¿ èŠã§ããããã«ãããææ°ã®æè¡ãåãå ¥ããå¹ççãªãããã¯ãŒã¯æ§ç¯ãéçšãå¯èœãšãªããŸãã
7. ãŸãšã
ãããã¯ãŒã¯ãšã³ãžãã¢ãšããŠã®ãã£ãªã¢ã¯ãæè¡çãªã¹ãã«ãç¥èã ãã§ãªããæè»ãªæèãã³ãã¥ãã±ãŒã·ã§ã³èœåãæ±ãããããã®ã§ãããã®èšäºãéããŠããããã¯ãŒã¯ãšã³ãžãã¢ã®åœ¹å²ãå¿ èŠãªã¹ãã«ãè³æ Œããã£ãªã¢ãã¹ã«ã€ããŠã®ç解ãæ·±ããããšãã§ããããšãé¡ã£ãŠããŸãã
7.1. ãããã¯ãŒã¯ãšã³ãžãã¢ãšããŠã®æåã®éµ
ç¶ç¶çãªåŠç¿ãšå®è·µã¯ããããã¯ãŒã¯ãšã³ãžãã¢ãšããŠã®æåã®éµã§ããæè¡ã¯æ¥ã é²åããŠãããæ°ããæè¡ããã¬ã³ãã«é©å¿ããèœåãæ±ããããŸãããŸããä»ã®å°é家ãããŒã ã¡ã³ããŒãšã®ååãéèŠããå ±åã§åé¡ã解決ãã姿å¢ã倧åã§ãã
7.2. ä»åŸã®å±æãšææŠ
ã¯ã©ãŠãæè¡ãIoTãAIã®é²åã«äŒŽãããããã¯ãŒã¯ãšã³ãžãã¢ã®åœ¹å²ãå€ãã£ãŠããŠããŸãããããã®æè¡ã®æ®åã«ããããããã¯ãŒã¯ã®èªååãã»ãã¥ãªãã£ã®åŒ·åãäžå±€éèŠãšãªããŸãããŸããã°ããŒãã«ãªèŠç¹ã§ã®ãããã¯ãŒã¯æ§ç¯ãéçšã®ç¥èãæ±ããããããã«ãªã£ãŠããŸããããããã®å€åã«å¯Ÿå¿ããæ°ããææŠãåãå ¥ããããšã§ããããã¯ãŒã¯ãšã³ãžãã¢ãšããŠã®ãã£ãªã¢ãããã«å å®ãããããšãã§ããã§ãããã