ELK Stack (Elasticsearch, Logstash, Kibana) m\u00fcasir sisteml\u0259r \u00fc\u00e7\u00fcn \u0259v\u0259zolunmaz log analiz al\u0259tidir. Bu bloq yaz\u0131s\u0131 ELK Stack-in n\u0259 oldu\u011funu v\u0259 n\u0259 \u00fc\u00e7\u00fcn vacib oldu\u011funu izah edir. Log analizinin \u0259h\u0259miyy\u0259ti v\u0259 faydalar\u0131 vur\u011fulanark\u0259n, ELK Stack il\u0259 log t\u0259hlili prosesi add\u0131m-add\u0131m izah edilir. Elasticsearch, Logstash v\u0259 Kibana komponentl\u0259rinin rollar\u0131 t\u0259f\u0259rr\u00fcatl\u0131d\u0131r, eyni zamanda s\u00fcr\u0259tli log t\u0259hlili \u00fc\u00e7\u00fcn m\u0259sl\u0259h\u0259tl\u0259r verilir. Bundan \u0259lav\u0259, ELK Stack t\u0259tbiql\u0259ri, n\u00fcmun\u0259 layih\u0259l\u0259r v\u0259 \u0259n yax\u015f\u0131 t\u0259cr\u00fcb\u0259l\u0259r \u0259hat\u0259 olunur. \u00dcst\u00fcnl\u00fckl\u0259r v\u0259 \u00e7at\u0131\u015fmazl\u0131qlar m\u00fczakir\u0259 edil\u0259rk\u0259n, \u00fcmumi s\u0259hvl\u0259r v\u0259 onlar\u0131n h\u0259lli yollar\u0131 da qeyd olunur. N\u0259hay\u0259t, bloq yaz\u0131s\u0131 ELK Stack-d\u0259n istifad\u0259 \u00fc\u00e7\u00fcn t\u00f6vsiy\u0259l\u0259rl\u0259 yekunla\u015f\u0131r.<\/p>\n
ELK y\u0131\u011f\u0131n\u0131<\/strong>Bu, \u00fc\u00e7 a\u00e7\u0131q m\u0259nb\u0259 al\u0259tini, Elasticsearch, Logstash v\u0259 Kibana birl\u0259\u015fdir\u0259n g\u00fccl\u00fc platformad\u0131r v\u0259 loglar\u0131n idar\u0259 edilm\u0259si, t\u0259hlili v\u0259 vizualla\u015fd\u0131r\u0131lmas\u0131 \u00fc\u00e7\u00fcn istifad\u0259 olunur. Bu \u00fc\u00e7l\u00fck b\u00f6y\u00fck m\u0259lumat d\u0259stl\u0259rind\u0259n d\u0259y\u0259rli anlay\u0131\u015flar \u0259ld\u0259 etm\u0259k ist\u0259y\u0259n t\u0259\u015fkilatlar \u00fc\u00e7\u00fcn \u0259v\u0259zolunmaz h\u0259ll yolu t\u0259qdim edir. Bu g\u00fcn sisteml\u0259rin v\u0259 t\u0259tbiql\u0259rin m\u00fcr\u0259kk\u0259bliyi artd\u0131qca, log m\u0259lumatlar\u0131n\u0131n effektiv idar\u0259 edilm\u0259si v\u0259 t\u0259hlili vacibdir. M\u0259lumatlar\u0131n t\u0259hlili prosesl\u0259rini sad\u0259l\u0259\u015fdir\u0259n v\u0259 s\u00fcr\u0259tl\u0259ndir\u0259n ELK Stack burada i\u015f\u0259 d\u00fc\u015f\u00fcr.<\/p>\n ELK Stack-in populyarl\u0131\u011f\u0131n\u0131n \u0259sas s\u0259b\u0259bl\u0259rind\u0259n biri onun \u00e7evikliyi v\u0259 geni\u015fl\u0259nm\u0259sidir. O, m\u00fcxt\u0259lif m\u0259nb\u0259l\u0259rd\u0259n m\u0259lumatlar\u0131 asanl\u0131qla emal ed\u0259, t\u0259hlil ed\u0259 v\u0259 vizualla\u015fd\u0131ra bil\u0259r. Bundan \u0259lav\u0259, a\u00e7\u0131q m\u0259nb\u0259 olmas\u0131 istifad\u0259\u00e7il\u0259r\u0259 onu ehtiyaclar\u0131na uy\u011fun olaraq f\u0259rdil\u0259\u015fdirm\u0259y\u0259 v\u0259 inki\u015faf etdirm\u0259y\u0259 imkan verir. Bu da ELK y\u0131\u011f\u0131n\u0131<\/strong>onu ki\u00e7ik miqyasl\u0131 layih\u0259l\u0259rd\u0259n tutmu\u015f b\u00f6y\u00fck m\u00fc\u0259ssis\u0259 h\u0259ll\u0259rin\u0259 q\u0259d\u0259r geni\u015f \u00e7e\u015fidd\u0259 t\u0259tbiql\u0259rd\u0259 istifad\u0259y\u0259 yararl\u0131 edir.<\/p>\n ELK Stack-in \u0259sas komponentl\u0259ri<\/strong><\/p>\n ELK y\u0131\u011f\u0131n\u0131<\/strong>, x\u00fcsusil\u0259 DevOps v\u0259 sistem administratorlar\u0131 \u00fc\u00e7\u00fcn m\u00fch\u00fcm vasit\u0259dir. Sistem performans\u0131n\u0131 izl\u0259m\u0259k, s\u0259hvl\u0259ri a\u015fkar etm\u0259k v\u0259 t\u0259hl\u00fck\u0259sizlik insidentl\u0259rin\u0259 cavab verm\u0259k kimi bir \u00e7ox sah\u0259d\u0259 istifad\u0259 olunur. G\u00fcnl\u00fck m\u0259lumatlar\u0131n\u0131n m\u0259rk\u0259zi yerd\u0259 toplanmas\u0131 v\u0259 t\u0259hlili probleml\u0259ri daha s\u00fcr\u0259tli h\u0259ll etm\u0259y\u0259 v\u0259 sisteml\u0259ri daha t\u0259hl\u00fck\u0259siz etm\u0259y\u0259 k\u00f6m\u0259k edir. O, h\u0259m\u00e7inin biznes k\u0259\u015ffiyyat\u0131 v\u0259 analitika t\u0259tbiql\u0259ri \u00fc\u00e7\u00fcn d\u0259y\u0259rli m\u0259lumatlar t\u0259qdim edir v\u0259 bununla da q\u0259rar q\u0259buletm\u0259 prosesl\u0259rini t\u0259kmill\u0259\u015fdirir.<\/p>\n ELK Stack Komponentl\u0259rinin M\u00fcqayis\u0259si<\/p>\n ELK y\u0131\u011f\u0131n\u0131<\/strong>m\u00fcasir m\u0259lumatlar\u0131n t\u0259hlili v\u0259 qeydl\u0259rin idar\u0259 edilm\u0259si \u00fc\u00e7\u00fcn g\u00fccl\u00fc, \u00e7evik v\u0259 geni\u015fl\u0259n\u0259 bil\u0259n h\u0259lldir. Sisteml\u0259rin v\u0259 t\u0259tbiql\u0259rin m\u00fcr\u0259kk\u0259bliyi artd\u0131qca bu c\u00fcr vasit\u0259l\u0259rin \u0259h\u0259miyy\u0259ti daha da art\u0131r. ELK Stack-d\u0259n istifad\u0259 etm\u0259kl\u0259 t\u0259\u015fkilatlar \u0259m\u0259liyyat s\u0259m\u0259r\u0259liliyini art\u0131ra, t\u0259hl\u00fck\u0259sizlikl\u0259rini g\u00fccl\u0259ndir\u0259 v\u0259 daha m\u0259lumatl\u0131 q\u0259rarlar q\u0259bul ed\u0259 bil\u0259rl\u0259r.<\/p>\n Log t\u0259hlili m\u00fcasir \u0130T infrastrukturlar\u0131n\u0131n v\u0259 t\u0259tbiql\u0259rinin sa\u011flam v\u0259 t\u0259hl\u00fck\u0259siz i\u015fl\u0259m\u0259sini t\u0259min etm\u0259k \u00fc\u00e7\u00fcn \u00e7ox vacibdir. Sisteml\u0259r, proqramlar v\u0259 \u015f\u0259b\u0259k\u0259 cihazlar\u0131 t\u0259r\u0259find\u0259n yarad\u0131lan jurnal m\u0259lumatlar\u0131 potensial probleml\u0259ri a\u015fkar etm\u0259k, performans\u0131 optimalla\u015fd\u0131rmaq v\u0259<\/p>\n\n
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\n \nKomponent<\/th>\n \u0130zahat<\/th>\n \u018fsas funksiyalar<\/th>\n<\/tr>\n<\/thead>\n \n Elasticsearch<\/td>\n Paylanm\u0131\u015f axtar\u0131\u015f v\u0259 analiz m\u00fch\u0259rriki<\/td>\n M\u0259lumatlar\u0131n saxlanmas\u0131, indeksl\u0259\u015fdirilm\u0259si, axtar\u0131\u015f\u0131<\/td>\n<\/tr>\n \n Logstash<\/td>\n M\u0259lumat toplama v\u0259 emal al\u0259ti<\/td>\n M\u0259lumatlar\u0131n toplanmas\u0131, filtrasiyas\u0131, \u00e7evrilm\u0259si<\/td>\n<\/tr>\n \n Kibana<\/td>\n M\u0259lumatlar\u0131n vizualla\u015fd\u0131r\u0131lmas\u0131 platformas\u0131<\/td>\n Dashboard yarad\u0131lmas\u0131, m\u0259lumatlar\u0131n t\u0259hlili, vizual hesabat<\/td>\n<\/tr>\n \n Beats<\/td>\n Y\u00fcng\u00fcl m\u0259lumat \u00f6t\u00fcr\u00fcc\u00fcl\u0259ri<\/td>\n M\u0259lumat toplay\u0131n, m\u0259lumatlar\u0131 Elasticsearch-\u0259 g\u00f6nd\u0259rin<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n Log Analizinin \u018fh\u0259miyy\u0259ti v\u0259 Faydalar\u0131<\/h2>\n