{"id":97532,"date":"2020-10-19T14:42:29","date_gmt":"2020-10-19T12:42:29","guid":{"rendered":"https:\/\/prohoster.info\/blog\/administrirovanie\/zontichnaya-sistema-monitoringa-i-resursno-servisnye-modeli-v-obnovlennom-dx-operations-intelligence-ot-broadcom-ex-ca"},"modified":"2020-10-19T14:42:29","modified_gmt":"2020-10-19T12:42:29","slug":"zontichnaya-sistema-monitoringa-i-resursno-servisnye-modeli-v-obnovlennom-dx-operations-intelligence-ot-broadcom-ex-ca","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/administrirovanie\/zontichnaya-sistema-monitoringa-i-resursno-servisnye-modeli-v-obnovlennom-dx-operations-intelligence-ot-broadcom-ex-ca","title":{"rendered":"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>N\u00eb k\u00ebt\u00eb shtator, Broadcom (ish CA) lan\u00e7oi versionin e ri 20.2 t\u00eb zgjidhjes s\u00eb saj DX Operations Intelligence (DX OI). N\u00eb treg, ky produkt pozicionohet si nj\u00eb sistem p\u00ebrmbush\u00ebs monitorimi. Sistemi \u00ebsht\u00eb n\u00eb gjendje t\u00eb marr\u00eb dhe t\u00eb kombinoj\u00eb t\u00eb dh\u00ebna nga sistemet e monitorimit t\u00eb domain\u00ebve t\u00eb ndrysh\u00ebm (rrjeti, infrastruktura, aplikacionet, bazat e t\u00eb dh\u00ebnave) si nga CA ashtu edhe nga prodhuesit e tjer\u00eb, duke p\u00ebrfshir\u00eb zgjidhjet open source (Zabbix, Prometheus dhe t\u00eb tjera).<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/b83ff261d6dfde8b777cc9082e740e5b.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nFunksioni kryesor i DX OI \u00ebsht\u00eb krijimi i nj\u00eb modeli t\u00eb plot\u00eb burim-sh\u00ebrbimi (RSM) mbi baz\u00ebn e elementeve t\u00eb konfiguruar (KE), q\u00eb mbushin baz\u00ebn e inventarit gjat\u00eb integrimit me sistemet e jashtme. N\u00eb DX OI jan\u00eb realizuar funksione t\u00eb Machine Learning dhe Artificial Intelligence (ML dhe AI) mbi t\u00eb dh\u00ebnat q\u00eb hyjn\u00eb n\u00eb platform\u00eb, q\u00eb lejon vler\u00ebsimin\/ parashikimin e probabilitetit t\u00eb d\u00ebshtimit t\u00eb nj\u00eb KE konkret dhe grad\u00ebs s\u00eb ndikimit t\u00eb d\u00ebshtimit n\u00eb sh\u00ebrbimin biznesor, mbi t\u00eb cilin bazohet nj\u00eb KE konkrete. P\u00ebr m\u00eb tep\u00ebr, DX OI \u00ebsht\u00eb nj\u00eb pik\u00eb e vetme p\u00ebrmbledhjeje t\u00eb ngjarjeve t\u00eb monitorimit dhe, p\u00ebr pasoj\u00eb, integrimit me sistemin e Service Desk, q\u00eb \u00ebsht\u00eb nj\u00eb avantazh t\u00eb pamohuesh\u00ebm i p\u00ebrdorimit t\u00eb sistemit n\u00eb qendrat e p\u00ebrbashk\u00ebta t\u00eb monitorimit nga turnet e organizatave. N\u00eb k\u00ebt\u00eb artikull do t\u00eb flasim m\u00eb holl\u00ebsisht p\u00ebr funksionalitetin e sistemit dhe do t\u00eb tregojm\u00eb nd\u00ebrfaqet e p\u00ebrdoruesit dhe administratorit.<br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h1>Arkitektura e zgjidhjes DX OI<\/h1>\n<p>\nPlatforma DX ka nj\u00eb arkitektur\u00eb mikrosh\u00ebrbimesh, instalohet dhe punon n\u00ebn menaxhimin e Kubernetes ose OpenShift. N\u00eb ilustrimin e m\u00ebposht\u00ebm jan\u00eb paraqitur komponent\u00ebt e zgjidhjes, t\u00eb cil\u00ebt mund t\u00eb p\u00ebrdoren si mjete t\u00eb pavarura monitorimi ose mund t\u00eb z\u00ebvend\u00ebsojn\u00eb sistemet ekzistuese t\u00eb monitorimit me funksione t\u00eb ngjashme (n\u00eb ilustrim jan\u00eb disa shembuj t\u00eb till\u00eb) dhe m\u00eb pas t\u00eb lidhen me DX OI. N\u00eb diagramin e m\u00ebposht\u00ebm:<\/p>\n<ul>\n<li>Monitorimi i aplikacioneve mobile n\u00eb DX App Experience Analytics;<\/li>\n<li>Monitorimi i performanc\u00ebs s\u00eb aplikacioneve n\u00eb DX APM;<\/li>\n<li>Monitorimi i infrastruktur\u00ebs n\u00eb DX Infrastructure Manager;<\/li>\n<li>Monitorimi i pajisjeve rrjet\u00ebrore n\u00eb DX NetOps Manager.<\/li>\n<\/ul>\n<p>\n<img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/6d59da9e0c7b8fad04efff9b482d33b9.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nKomponent\u00ebt DX punojn\u00eb n\u00ebn menaxhimin e nj\u00eb klasteri Kubernetes dhe shkall\u00ebzohen duke filluar thjesht POD t\u00eb rinj. M\u00eb posht\u00eb \u00ebsht\u00eb nj\u00eb skem\u00eb e nivelit t\u00eb lart\u00eb t\u00eb zgjidhjes.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/c8711fe5d8b91ce38aa46f69c57cb745.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nAdministrimi, shkall\u00ebzimi dhe p\u00ebrdit\u00ebsimi i platform\u00ebs DX realizohet n\u00eb konsol\u00ebn administrative. Nga nj\u00eb konsol\u00eb mund t\u00eb menaxhohet nj\u00eb arkitektur\u00eb multitenant, e cila mund t\u00eb mbuloj\u00eb disa nd\u00ebrmarrje ose disa nj\u00ebsive biznesi brenda kompanis\u00eb. N\u00eb k\u00ebt\u00eb model, \u00e7do nd\u00ebrmarrje mund t\u00eb konfigurohet individualisht si nj\u00eb qiramarr\u00ebs me setin e vet t\u00eb konfigurimeve.<\/p>\n<p>Konsola e administrimit \u00ebsht\u00eb nj\u00eb mjet web p\u00ebr menaxhimin e operacioneve dhe sistemit, e cila ofron administrator\u00ebve nj\u00eb nd\u00ebrfaqe t\u00eb nj\u00ebtrajtshme p\u00ebr realizimin e detyrave t\u00eb menaxhimit t\u00eb grupeve t\u00eb monitorimit.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/8e9da4367f2e2355242b416579b9427a.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nT\u00eb reja qiramarr\u00ebs p\u00ebr nj\u00ebsit\u00eb biznesi ose nd\u00ebrmarrjen brenda kompanis\u00eb vendosen n\u00eb vet\u00ebm pak minuta. Kjo ofron nj\u00eb p\u00ebrpar\u00ebsi, n\u00ebse d\u00ebshironi t\u00eb keni nj\u00eb sistem t\u00eb vet\u00ebm monitorimi, por n\u00eb nivelin e platform\u00ebs (dhe jo t\u00eb drejtat e hyrjes) p\u00ebr t\u00eb ndar\u00eb objektet e monitorimit midis departamenteve.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/837005cf1012cc0e55286787f2bb5d2c.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<\/p>\n<h1>Modelet e sh\u00ebrbimeve dhe monitorimi i sh\u00ebrbimeve t\u00eb biznesit<\/h1>\n<p>\nDX OI ka mekanizma t\u00eb brendsh\u00ebm p\u00ebr krijimin e sh\u00ebrbimeve dhe zhvillimin e modeleve klasike t\u00eb sh\u00ebrbimeve me caktimin e logjik\u00ebs s\u00eb ndikimit dhe peshave midis komponenteve t\u00eb sh\u00ebrbimit. Gjithashtu, ka mekanizma p\u00ebr eksportimin e modeleve t\u00eb sh\u00ebrbimeve nga CMDB t\u00eb jashtme. N\u00eb figur\u00ebn m\u00eb posht\u00eb \u00ebsht\u00eb redaktori i brendsh\u00ebm i modeleve t\u00eb sh\u00ebrbimeve (vini re peshat e lidhjeve).<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/933854c4efa08fdad6ee20d669b201f5.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nDX OI ofron nj\u00eb pamje t\u00eb plot\u00eb t\u00eb treguesve t\u00eb performanc\u00ebs s\u00eb sh\u00ebrbimeve biznesore ose sh\u00ebrbimeve IT me detaje, duke p\u00ebrfshir\u00eb disponueshm\u00ebrin\u00eb e sh\u00ebrbimeve dhe parashikimin e rreziqeve t\u00eb d\u00ebshtimit. Ky mjet gjithashtu mund t\u00eb ofroj\u00eb kuptimin e ndikimit t\u00eb nj\u00eb problemi t\u00eb performanc\u00ebs ose ndryshimeve n\u00eb struktur\u00ebn e komponenteve IT (aplikacione ose infrastruktur\u00eb) n\u00eb sh\u00ebrbimin biznesor. N\u00eb figur\u00ebn m\u00eb posht\u00eb \u00ebsht\u00eb nj\u00eb panel interaktiv q\u00eb tregon statusin e t\u00eb gjitha sh\u00ebrbimeve.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/1866225baa3b93410a5dbd6fbbb1266c.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nLe t\u00eb shqyrtojm\u00eb detajet p\u00ebr shembullin e sh\u00ebrbimit Digital Banking. Duke klikuar mbi emrin e sh\u00ebrbimit, kalojm\u00eb n\u00eb modelin e detajuar t\u00eb sh\u00ebrbimit. Shohim se statusi i sh\u00ebrbimit Digital Banking varet nga gjendja e n\u00ebn-sh\u00ebrbimeve infrastrukturore dhe tranzaksionale me pesha t\u00eb ndryshme. Puna me peshat dhe paraqitja e tyre \u00ebsht\u00eb nj\u00eb avantazh interesant i DX OI.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/ca5126ed684993a06b138300f11989eb.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nTopologjia \u00ebsht\u00eb nj\u00eb element i r\u00ebnd\u00ebsish\u00ebm i monitorimit operativ t\u00eb nd\u00ebrmarrjes, duke lejuar operator\u00ebt dhe inxhinier\u00ebt t\u00eb analizojn\u00eb lidhjet midis komponenteve, t\u00eb gjejn\u00eb shkakun themelor dhe ndikimin. <\/p>\n<p>DX OI Topology Viewer \u2014 \u00ebsht\u00eb nj\u00eb sh\u00ebrbim q\u00eb p\u00ebrdor t\u00eb dh\u00ebna topologjike q\u00eb vijn\u00eb nga sistemet e monitorimit t\u00eb domainit, t\u00eb cilat b\u00ebjn\u00eb grumbullimin e t\u00eb dh\u00ebnave direkt nga objektet e monitorimit. Ky mjet \u00ebsht\u00eb i destinuar p\u00ebr k\u00ebrkimin n\u00eb disa nivele t\u00eb depozitave t\u00eb topologjis\u00eb dhe p\u00ebr t\u00eb paraqitur nj\u00eb hart\u00eb lidhjesh q\u00eb varet nga konteksti. P\u00ebr t\u00eb hetuar probleme, mund t\u00eb kaloni te n\u00ebn-sh\u00ebrbimi problematik Backend Banking dhe t\u00eb shihni topologjin\u00eb dhe komponent\u00ebt problematik\u00eb. Gjithashtu, p\u00ebr secilin komponent mund t\u00eb analizoni mesazhet e aksidentit dhe metrikat e performanc\u00ebs.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/9e2953fd4d0cf7ad2f7ac5b5ad0d148d.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nN\u00eb analiz\u00ebn e komponent\u00ebve transaksional\u00eb Payments (transaksionet e p\u00ebrdoruesve), mund t\u00eb ndjekim vlerat e KPI-ve biznesore, t\u00eb cilat gjithashtu merren parasysh n\u00eb llogaritjen e statusit t\u00eb disponueshm\u00ebris\u00eb dhe sh\u00ebndetit t\u00eb sh\u00ebrbimit. Nj\u00eb shembull i KPI-ve t\u00eb biznesit \u00ebsht\u00eb dh\u00ebn\u00eb m\u00eb posht\u00eb:<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/9cc69cdc1aa75a360d18136c368d1bf4.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/aa9a2c58d9a7ae16f278d65b73d7c546.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<\/p>\n<h1>Analitika e ndodhis\u00eb (Alarm Analytics)<\/h1>\n<p><\/p>\n<h3>Zhurm\u00eb e algoritmike me an\u00eb t\u00eb grumbullimit t\u00eb aksidenteve<\/h3>\n<p>\nNj\u00eb nga funksionet ky\u00e7e t\u00eb DX OI gjat\u00eb trajtimit t\u00eb ngjarjeve \u00ebsht\u00eb grumbullimi. Mekanizmi punon mbi t\u00eb gjitha njoftimet q\u00eb vijn\u00eb n\u00eb sistem, p\u00ebr t\u00eb identifikuar modele n\u00eb baz\u00eb t\u00eb konteksteve t\u00eb ndryshme dhe p\u00ebr t'i bashkuar ato n\u00eb grupe. K\u00ebto klastera jan\u00eb vet\u00eb-m\u00ebsues, nuk kan\u00eb nevoj\u00eb t\u00eb konfigurohen manualisht.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/c6cff543c5d484990c00506c71d3e5f8.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nK\u00ebshtu, grumbullimi lejon p\u00ebrdoruesit t\u00eb bashkojn\u00eb dhe grupojn\u00eb nj\u00eb num\u00ebr t\u00eb madh ngjarjesh dhe t\u00eb analizojn\u00eb vet\u00ebm ato q\u00eb kan\u00eb nj\u00eb kontekst t\u00eb p\u00ebrbashk\u00ebt. P\u00ebr shembull, nj\u00eb grup ngjarjesh q\u00eb p\u00ebrfaq\u00ebson nj\u00eb incident q\u00eb ndikon n\u00eb funksionimin e aplikacioneve ose qendr\u00ebs s\u00eb t\u00eb dh\u00ebnave. Situatat krijohen me p\u00ebrdorimin e algoritmeve t\u00eb grumbullimit t\u00eb bazuara n\u00eb m\u00ebsimin e makineris\u00eb, t\u00eb cilat p\u00ebrdorin p\u00ebr analiz\u00eb korrelacionin temporal, lidhjen topologjike dhe p\u00ebrpunimin e gjuh\u00ebs s\u00eb natyrshme. N\u00eb ilustrimet m\u00eb posht\u00eb jan\u00eb t\u00eb dh\u00ebna vizualizimi t\u00eb grupeve t\u00eb mesazheve t\u00eb grumbulluara, t\u00eb quajtura Situations Alarms, dhe Evidence Timeline, q\u00eb tregojn\u00eb parametrat kryesor\u00eb t\u00eb grumbullimit dhe procesin e reduktimit t\u00eb numrit t\u00eb ngjarjeve t\u00eb zhurmshme.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/e8332c6a1ce9d0d6c1096b1f7729ab5c.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/6a515bbc1b173240429f9f5414eb600b.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<\/p>\n<h3>Analiza e problemeve thelb\u00ebsore dhe korrelacioni i aksidenteve<\/h3>\n<p>\nN\u00eb ambientin e sot\u00ebm hibrid, nj\u00eb transaksion i p\u00ebrdoruesit mund t\u00eb p\u00ebrfshij\u00eb disa sisteme q\u00eb p\u00ebrdoren dinamikisht. Si rezultat, mund t\u00eb krijohen disa paralajm\u00ebrime nga sisteme t\u00eb ndryshme, por t\u00eb lidhura me t\u00eb nj\u00ebjtin problem ose incident. DX OI p\u00ebrdor mekanizma t\u00eb patentuar p\u00ebr t\u00eb zbutur paralajm\u00ebrimet e tep\u00ebrta dhe t\u00eb dyfishta dhe p\u00ebr t\u00eb korrelacionuar paralajm\u00ebrimet e lidhura p\u00ebr t\u00eb p\u00ebrmir\u00ebsuar identifikimin e problemeve kritike dhe p\u00ebr t\u00eb nxjerr\u00eb n\u00eb pah zgjidhjen m\u00eb t\u00eb shpejt\u00eb.<\/p>\n<p>Le t\u00eb shqyrtojm\u00eb nj\u00eb shembull kur n\u00eb sistem vijn\u00eb shum\u00eb mesazhe emergjente nga objekte t\u00eb ndryshme (KE) q\u00eb jan\u00eb t\u00eb lidhura me nj\u00eb sh\u00ebrbim. N\u00eb rast se kjo ndikon n\u00eb disponueshm\u00ebrin\u00eb dhe funksionimin e sh\u00ebrbimit, sistemi do t\u00eb gjeneroj\u00eb nj\u00eb alarm sh\u00ebrbimi (Service Alarm), duke treguar dhe sh\u00ebnuar shkakun e mundsh\u00ebm thelb\u00ebsor (objekti problematik KE dhe mesazhi emergjent p\u00ebr KE) q\u00eb ka kontribuar n\u00eb uljen e performanc\u00ebs ose d\u00ebshtimin e sh\u00ebrbimit. N\u00eb figur\u00ebn m\u00eb posht\u00eb paraqitet nj\u00eb vizualizim i situat\u00ebs emergjente p\u00ebr sh\u00ebrbimin Webex.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/e2bb554fc4956c46adae179d89e1005e.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nDX OI lejon t\u00eb punoni me ngjarje p\u00ebrmes veprimit intuitiv n\u00eb nd\u00ebrfaqen web t\u00eb sistemit. P\u00ebrdoruesit mund t\u00eb caktoj\u00eb manualisht ngjarjet p\u00ebr nj\u00eb punonj\u00ebs p\u00ebrgjegj\u00ebs p\u00ebr zgjidhjen e problemeve, t\u00eb anullojn\u00eb\/aprovonin paralajm\u00ebrimet, t\u00eb krijojn\u00eb k\u00ebrkesa ose t\u00eb d\u00ebrgojn\u00eb njoftime p\u00ebrmes email-it, t\u00eb fillojn\u00eb skenar\u00eb automatizues p\u00ebr t\u00eb zgjidhur situat\u00ebn emergjente (Remediation Workflow, p\u00ebr k\u00ebt\u00eb do flasim pak m\u00eb von\u00eb). K\u00ebshtu, DX OI i lejon operativ\u00ebt t\u00eb fokusohen n\u00eb mesazhin emergjent thelb\u00ebsor, si dhe ndihmon p\u00ebr t\u00eb thjeshtuar procesin e renditjes s\u00eb mesazheve n\u00eb grupe klaster.<\/p>\n<h3>Algoritmet makinerike p\u00ebr p\u00ebrpunimin e metrikave dhe analizimin e t\u00eb dh\u00ebnave p\u00ebr performanc\u00ebn<\/h3>\n<p>\nM\u00ebsimi i makina lejon ndjekjen, agregimin dhe vizualizimin e treguesve kryesor\u00eb t\u00eb performanc\u00ebs p\u00ebr \u00e7do periudh\u00eb specifike, duke i ofruar p\u00ebrdoruesit k\u00ebto p\u00ebrfitime: <\/p>\n<ul>\n<li>Identifikimi i ngushticave dhe anomalive n\u00eb performanc\u00eb;<\/li>\n<li>Krahasimi i disa treguesve p\u00ebr pajisje, nd\u00ebrfaqe ose rrjete t\u00eb nj\u00ebjta;<\/li>\n<li>Krahasimi i treguesve t\u00eb nj\u00ebjt\u00eb mbi objekte t\u00eb ndryshme;<\/li>\n<li>Krahasimi i treguesve t\u00eb ndrysh\u00ebm mbi nj\u00eb ose disa objekte;<\/li>\n<li>Krahasimi i metrikeve shum\u00ebdimensionale mbi disa objekte.<\/li>\n<\/ul>\n<p>\nP\u00ebr analizimin e metrikave q\u00eb hyjn\u00eb n\u00eb sistem, DX OI p\u00ebrdor funksione t\u00eb analitik\u00ebs makinerike duke aplikuar algoritme matematikore, gj\u00eb q\u00eb ndihmon n\u00eb shkurtimin e koh\u00ebs p\u00ebr konfigurimin e pragjeve statike dhe krijimin e paralajm\u00ebrimeve n\u00eb rastin e anomalive.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/a64fb0475b340034b2b0088e5fd1a08f.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nRezultati i p\u00ebrdorimit t\u00eb algoritmeve matematikore \u00ebsht\u00eb nd\u00ebrtimi i ashtuquajturave shp\u00ebrndarjeve probabiliste t\u00eb vler\u00ebs s\u00eb metrik\u00ebs (Rare, Probable, Center, Mean, Actual). N\u00eb ilustrazhet m\u00eb sip\u00ebr dhe m\u00eb posht\u00eb paraqiten shp\u00ebrndarjet probabiliste.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/8ccd7431032dd0ac65b0064b96806b79.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nN\u00eb dy grafik\u00ebt m\u00eb sip\u00ebr paraqiten t\u00eb dh\u00ebnat e m\u00ebposhtme:<\/p>\n<ul>\n<li><b>T\u00eb dh\u00ebnat e faktit (Actual).<\/b> T\u00eb dh\u00ebnat reale paraqiten n\u00eb grafik si nj\u00eb vij\u00eb t\u00eb zez\u00eb n\u00eb t\u00ebr\u00ebsi (nuk ka sinjale alarmi) ose si nj\u00eb vij\u00eb ngjyrash n\u00eb t\u00ebr\u00ebsi (gjendje alarmi). Vija llogaritet mbi baza t\u00eb dh\u00ebnash reale p\u00ebr metrik\u00ebn. Duke krahasuar t\u00eb dh\u00ebnat e faktit dhe vler\u00ebn mediane, mund t\u00eb shihni shpejt variacionet e metrik\u00ebs. Kur ndodh nj\u00eb ngjarje, vija e zez\u00eb ndryshon n\u00eb nj\u00eb vij\u00eb ngjyrash q\u00eb p\u00ebrputhet me kritikalitetin e ngjarjes dhe tregon simbole me kritikalitetin p\u00ebrkat\u00ebs mbi grafik. P\u00ebr shembull, ngjyra e kuqe p\u00ebr nj\u00eb anomali kritike, portokalli p\u00ebr nj\u00eb anomali t\u00eb r\u00ebnd\u00ebsishme dhe e verdha p\u00ebr nj\u00eb anomali t\u00eb par\u00ebnd\u00ebsishme.<\/li>\n<li><b>Vlera e mesme e treguesit (Mean value).<\/b> Vlera mesatare ose vlera mesatare p\u00ebr treguesin \u00ebsht\u00eb e shfaqur n\u00eb diagram si nj\u00eb vij\u00eb gri. Vlera mesatare shfaqet kur mungojn\u00eb t\u00eb dh\u00ebnat historike.<\/li>\n<li><b>Vlera mediane e treguesit (Center value). <\/b>Vija mediane \u00ebsht\u00eb mesatare e gam\u00ebs dhe \u00ebsht\u00eb e treguar me nj\u00eb vij\u00eb t\u00eb gjelb\u00ebr me piketa. Zonat m\u00eb af\u00ebr k\u00ebsaj vija jan\u00eb m\u00eb t\u00eb af\u00ebrta me vlerat tipike t\u00eb treguesit.<\/li>\n<li><b>T\u00eb dh\u00ebnat e zakonshme (Common Value).<\/b> T\u00eb dh\u00ebnat e zon\u00ebs s\u00eb zakonshme ndjekin af\u00ebrsisht vijen qendrore ose norm\u00ebn p\u00ebr treguesin tuaj dhe paraqiten si nj\u00eb shirit i err\u00ebt i gjelb\u00ebr. Llogaritjet analitike vendosin zon\u00ebn e zakonshme nj\u00eb p\u00ebrqindje m\u00eb lart ose m\u00eb posht\u00eb norm\u00ebs.<\/li>\n<li><b>T\u00eb dh\u00ebnat probabiliste. <\/b>T\u00eb dh\u00ebnat e zon\u00ebs probabiliste paraqiten n\u00eb grafik si nj\u00eb shirit i gjelb\u00ebr. Sistemi vendos zon\u00ebn probabiliste dy p\u00ebrqindje m\u00eb lart ose m\u00eb posht\u00eb norm\u00ebs.<\/li>\n<li><b>T\u00eb dh\u00ebnat e rralla.<\/b> T\u00eb dh\u00ebnat mbi zonat e rralla paraqiten n\u00eb grafik si nj\u00eb shirit t\u00eb gjelb\u00ebr t\u00eb ndritsh\u00ebm. Sistemi vendos zon\u00ebn me vlera t\u00eb rralla metrikash n\u00eb tre p\u00ebrqind t\u00eb lart\u00eb ose t\u00eb ul\u00ebt nga norma dhe sinjalizon mbi sjelljen e treguesit jasht\u00eb rangeve normale, duke gjeneruar k\u00ebshtu at\u00eb q\u00eb quhet Anomaly Alert.<\/li>\n<\/ul>\n<p>\nAnomalit\u00eb jan\u00eb matje ose ngjarje q\u00eb nuk p\u00ebrputhen me treguesit normal\u00eb t\u00eb metrikave. Zbulimi i anomali p\u00ebr identifikimin e problemeve dhe kuptimin e tendencave n\u00eb infrastruktur\u00eb dhe aplikacione \u00ebsht\u00eb nj\u00eb ve\u00e7ori kryesore e DX OI. Zbulimi i anomali lejon njohjen e sjelljes s\u00eb pazakont\u00eb (p\u00ebr shembull, nj\u00eb server q\u00eb p\u00ebrgjigjet m\u00eb ngadal\u00eb se zakonisht, ose aktivitet t\u00eb pazakont\u00eb n\u00eb rrjet shkaktuar nga nj\u00eb nd\u00ebrhyrje), si dhe reagimin p\u00ebrkat\u00ebs (krijimi i nj\u00eb incidenti, aktivizimi i nj\u00eb skenari automatizimi t\u00eb Remediation). <\/p>\n<p>Funksioni i zbulimit t\u00eb anomali DX OI ofron k\u00ebto p\u00ebrfitime:<\/p>\n<ul>\n<li>Nuk \u00ebsht\u00eb e nevojshme t\u00eb vendosni kufizime. DX OI do t\u00eb p\u00ebrputhet me t\u00eb dh\u00ebnat dhe do t\u00eb zbuloj\u00eb anomali vet\u00eb.<\/li>\n<li>DX OI p\u00ebrfshin m\u00eb shum\u00eb se dhjet\u00eb algoritme t\u00eb inteligjenc\u00ebs artificiale dhe m\u00ebsimit t\u00eb makineris\u00eb, duke p\u00ebrfshir\u00eb EWMA (Mesatarja e L\u00ebvizshme e Peshkuar Ekspozite) dhe KDE (Vler\u00ebsimi i Densitetit Kernel). K\u00ebto algoritme lejojn\u00eb kryerjen e analizave t\u00eb shpejta t\u00eb kauzave dhe parashikimin e vlerave t\u00eb ardhshme t\u00eb metrikave.<\/li>\n<\/ul>\n<p><\/p>\n<h3>Analitika parashikuese dhe alarmet p\u00ebr d\u00ebshtime t\u00eb mundshme<\/h3>\n<p>\nPredictive Insights \u00ebsht\u00eb nj\u00eb funksion q\u00eb p\u00ebrdor mund\u00ebsit\u00eb e m\u00ebsimit t\u00eb makineris\u00eb p\u00ebr t\u00eb identifikuar modele dhe tendenca. Bazuar n\u00eb k\u00ebto tendenca, sistemi parashikon ngjarje q\u00eb mund t\u00eb ndodhin n\u00eb t\u00eb ardhmen. K\u00ebto njoftime tregojn\u00eb nevoj\u00ebn p\u00ebr t\u00eb marr\u00eb masa para se t\u00eb dalin jasht\u00eb vlerat normale t\u00eb metrikave, q\u00eb do t\u00eb ndikoj\u00eb n\u00eb sh\u00ebrbimet kritike t\u00eb biznesit. Predictive Insights paraqiten n\u00eb figur\u00ebn m\u00eb posht\u00eb.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/3b3a9cfd942438cf5602db20c44112f7.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nDhe kjo \u00ebsht\u00eb vizualizimi i paralajm\u00ebrimeve parashikuese p\u00ebr nj\u00eb metrik\u00eb t\u00eb caktuar.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/ec5758bf25f4c8474be0628fc0f41254.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<\/p>\n<h3>Parashikimi i ngarkes\u00ebs s\u00eb kapaciteteve me funksionin e caktimit t\u00eb skenar\u00ebve t\u00eb ngarkes\u00ebs<\/h3>\n<p>\nFunksioni i planifikimit t\u00eb kapaciteteve Capacity Analytics ndihmon n\u00eb menaxhimin e burimeve IT, duke siguruar madh\u00ebsin\u00eb e duhur t\u00eb burimeve p\u00ebr t\u00eb p\u00ebrmbushur nevojat aktuale dhe t\u00eb ardhshme t\u00eb biznesit. Do t\u00eb jeni n\u00eb gjendje t\u00eb optimizoni performanc\u00ebn dhe efikasitetin e burimeve ekzistuese, t\u00eb planifikoni dhe t\u00eb justifikoni \u00e7do investim financiar.<\/p>\n<p>Funksioni i Capacity Analytics n\u00eb DX OI ofron p\u00ebrfitime t\u00eb m\u00ebposhtme:<\/p>\n<ul>\n<li>Parashikimi i kapaciteteve gjat\u00eb sezonesh kulmore;<\/li>\n<li>Identifikimi i momentit kur nevojiten burime shtes\u00eb p\u00ebr t\u00eb siguruar funksionimin cil\u00ebsor t\u00eb sh\u00ebrbimit;<\/li>\n<li>Shk\u00ebmbimi i burimeve shtes\u00eb vet\u00ebm kur \u00ebsht\u00eb e nevojshme;<\/li>\n<li>Menaxhimi efektiv i infrastruktur\u00ebs dhe rrjeteve;<\/li>\n<li>Eliminimi i shpenzimeve t\u00eb tep\u00ebrta p\u00ebr energjin\u00eb elektrike duke identifikuar burimet e n\u00ebnp\u00ebrdorura;<\/li>\n<li>Kryerja e vler\u00ebsimit t\u00eb ngarkes\u00ebs mbi burimet n\u00eb rast t\u00eb nj\u00eb rritjeje t\u00eb planifikuar t\u00eb nevojave p\u00ebr sh\u00ebrbim ose burim.<\/li>\n<\/ul>\n<p>\nN\u00eb faqen e Capacity Analytics DX OI (ilustrimi m\u00eb posht\u00eb) ka k\u00ebto widget-e:<\/p>\n<ul>\n<li>Statusi i kapacitetit t\u00eb burimeve (Resource Capacity Status);<\/li>\n<li>Grupet\/ sh\u00ebrbimet e monitoruara (Monitored Groups\/Services);<\/li>\n<li>Konsumator\u00ebt kryesor\u00eb t\u00eb burimeve (Top Capacity Consumers).<\/li>\n<\/ul>\n<p>\n<img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/1d1f7cb9d6bfc676985d3915dc23dc35.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nFaqja kryesore e Capacity Analytics tregon komponent\u00ebt e burimeve q\u00eb jan\u00eb t\u00eb mbi-ngarkuar dhe q\u00eb kan\u00eb kapacitet n\u00eb p\u00ebrfundim. Kjo faqe ndihmon administrator\u00ebt e platform\u00ebs t\u00eb gjejn\u00eb burimet e p\u00ebrdorura tep\u00ebr dhe ndihmon ata t\u00eb rregullojn\u00eb madh\u00ebsin\u00eb dhe t\u00eb optimizojn\u00eb burimet. Statusi i burimeve mund t\u00eb analizohet n\u00eb baz\u00eb t\u00eb kodimeve me ngjyra dhe vlerave p\u00ebrkat\u00ebse. Burimet klasifikohen n\u00eb var\u00ebsi t\u00eb shkall\u00ebs s\u00eb tyre t\u00eb munges\u00ebs n\u00eb faqen e statusit t\u00eb kapacitetit t\u00eb burimeve. Mund t\u00eb klikoni n\u00eb \u00e7do ngjyr\u00eb p\u00ebr t\u00eb par\u00eb list\u00ebn e komponent\u00ebve q\u00eb p\u00ebrfshihen n\u00eb kategorin\u00eb e zgjedhur. M\u00eb pas do t\u00eb shfaqet nj\u00eb hart\u00eb termike me t\u00eb gjitha objektet dhe parashikimet p\u00ebr 12 muajt e ardhsh\u00ebm, duke lejuar identifikimin e burimeve q\u00eb do t\u00eb shterojn\u00eb s\u00eb shpejti.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/fe5e0e916702bba38a6ca033a3e4eee4.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nP\u00ebr secil\u00ebn nga metrikat n\u00eb Capacity Analytics mund t\u00eb p\u00ebrcaktohen filtra, t\u00eb cilat DX Operational Intelligence i p\u00ebrdor p\u00ebr t\u00eb p\u00ebrgatitur parashikimet (ilustrimi m\u00eb posht\u00eb).<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/f980054079e0a856620cf1d25488a05b.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nFiltrat e m\u00ebposht\u00ebm jan\u00eb n\u00eb dispozicion:<\/p>\n<ul>\n<li><b>Metrik\u00eb.<\/b> Metrika q\u00eb do t\u00eb p\u00ebrdoret p\u00ebr parashikim.<\/li>\n<li><b>Bazuar n\u00eb.<\/b> Zgjedhja e v\u00ebllimit t\u00eb t\u00eb dh\u00ebnave historike q\u00eb do t\u00eb p\u00ebrdoren p\u00ebr nd\u00ebrtimin e parashikimeve p\u00ebr t\u00eb ardhmen. Ky fush\u00eb p\u00ebrdoret p\u00ebr t\u00eb krahasuar dhe analizuar tendencat e muajit t\u00eb fundit, tendencat e tre muajve t\u00eb fundit, tendencat e vitit etj.<\/li>\n<li><b>Rritja.<\/b> Shpejt\u00ebsia e pritur p\u00ebr rritjen e ngarkes\u00ebs s\u00eb pun\u00ebs q\u00eb d\u00ebshironi t\u00eb p\u00ebrdorni p\u00ebr modelimin e parashikimeve t\u00eb energjis\u00eb. K\u00ebto t\u00eb dh\u00ebna mund t\u00eb p\u00ebrdoren p\u00ebr t\u00eb parashikuar rritjen p\u00ebrtej parashikimeve. P\u00ebr shembull, pritet q\u00eb p\u00ebrdorimi i burimeve t\u00eb rritet me 40 p\u00ebrqind p\u00ebr shkak t\u00eb hapjes s\u00eb nj\u00eb zyre t\u00eb re.<\/li>\n<\/ul>\n<p><\/p>\n<h3>Analiza e log\u00ebve<\/h3>\n<p>\nFunksioni i analiz\u00ebs s\u00eb log\u00ebve DX OI siguron:<\/p>\n<ul>\n<li>mbledhjen, agregimin e log\u00ebve nga burime t\u00eb ndryshme (p\u00ebrfshir\u00eb ata t\u00eb marr\u00eb n\u00eb m\u00ebnyr\u00eb agjente dhe pa agjent);<\/li>\n<li>parsing dhe normalizimin e t\u00eb dh\u00ebnave;<\/li>\n<li>analiz\u00ebn p\u00ebr p\u00ebrputhshm\u00ebrin\u00eb me kushtet e vendosura dhe gjenerimin e ngjarjeve;<\/li>\n<li>korelacionin e ngjarjeve mbi baz\u00ebn e log\u00ebve, p\u00ebrfshir\u00eb me ngjarjet e marra si rezultat i monitorimit t\u00eb infrastruktur\u00ebs IT;<\/li>\n<li>visualizimin e t\u00eb dh\u00ebnave mbi baz\u00ebn e analiz\u00ebs n\u00eb DX Dashboards;<\/li>\n<li>konkluzionet mbi disponueshm\u00ebrin\u00eb e sh\u00ebrbimeve n\u00eb baz\u00eb t\u00eb analiz\u00ebs s\u00eb t\u00eb dh\u00ebnave nga log\u00ebt.<\/li>\n<\/ul>\n<p>\n<img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/c1af46b8ee9d764eb82052041018f509.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nMbledhja e log\u00ebve n\u00eb m\u00ebnyr\u00eb pa agjent realizohet nga sistemi p\u00ebr Windows Event logs dhe Syslog. N\u00eb m\u00ebnyr\u00eb agjente mbledhen log\u00eb tekstual.<\/p>\n<h1>Funksioni i zgjidhjes automatike t\u00eb situatave emergjente (Remediation)<\/h1>\n<p>\nVeprimet automatike p\u00ebr riparimin e situatave emergjente (Remediation Workflow) lejojn\u00eb zgjidhjen e problemeve q\u00eb shkaktojn\u00eb gjenerimin e ngjarjeve n\u00eb DX OI. P\u00ebr shembull, nj\u00eb problem n\u00eb ngarkimin e CPU shkakton nj\u00eb mesazh emergjent, procesi i riparimit (Remediation Workflow) zgjidh problemin duke rindezur serverin n\u00eb t\u00eb cilin ndodhi problemi. Integrimi midis DX OI dhe sistemit t\u00eb automatizimit lejon marrjen e proceseve t\u00eb riparimit nga konsol\u00ebn e ngjarjeve n\u00eb DX Operational Intelligence dhe ndjekjen e tyre n\u00eb konsol\u00ebn e sistemit t\u00eb automatizimit.<\/p>\n<p>Pas integrimit me sistemin e automatizimit, mund t\u00eb nisni veprime automatike p\u00ebr riparimin e \u00e7do situate emergjente nga konsola DX OI n\u00eb kontekstin e mesazhit emergjent. Ju mund t\u00eb shikoni veprimet e rekomanduara s\u00eb bashku me informacionin mbi p\u00ebrqindjet e besueshm\u00ebris\u00eb (probabilitetin e zgjidhjes s\u00eb situat\u00ebs duke kryer veprimin).<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/833acece6c9cd700e37ffa530df70895.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/791dca40466e3ce1ce29971df6ce170b.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nFillimisht, kur nuk ka statistika mbi rezultatet e kryerjes s\u00eb Remediation Workflow, mekanizmi i rekomandimeve ofron mund\u00ebsi t\u00eb mundshme bazuar n\u00eb k\u00ebrkimin me fjal\u00eb ky\u00e7e, pastaj rezultatet e t\u00eb m\u00ebsuarit t\u00eb makinave p\u00ebrdoren, dhe mekanizmi fillon t\u00eb rekomandoj\u00eb metodologjin\u00eb e riparimit mbi baz\u00ebn e heuristik\u00ebs. Pasi filloni t\u00eb vler\u00ebsoni rezultatet e sugjerimeve t\u00eb marra, sakt\u00ebsia e rekomandimeve do t\u00eb p\u00ebrmir\u00ebsohet.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/3aa59daa53e515c0be2742e347c5509b.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nShembulli i reagimit nga p\u00ebrdoruesi: p\u00ebrdoruesi zgjedh veprimin e preferuar ose t\u00eb papreferuar, dhe sistemi merr parasysh k\u00ebt\u00eb zgjedhje n\u00eb rekomandimet e ardhshme. P\u00eblqim\/nuk p\u00eblqim:<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/0553e27bebba692d6903308de4c94e9e.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nVeprimet e rekomanduara korektuese p\u00ebr nj\u00eb shqet\u00ebsim t\u00eb ve\u00e7ant\u00eb bazohen n\u00eb nj\u00eb kombinim t\u00eb reagimeve, q\u00eb p\u00ebrcakton n\u00ebse veprimi \u00ebsht\u00eb i pranuesh\u00ebm. DX OI vjen me integrim t\u00eb gatsh\u00ebm me sistemin e automatizimit Automic Automation.<\/p>\n<h1>Integrimi i DX OI me sistemet e jashtme<\/h1>\n<p>\nNuk do t\u00eb ndalemi n\u00eb integrimin e t\u00eb dh\u00ebnave nga produktet native t\u00eb monitorimit t\u00eb Broadcom (DX NetOps, DX Infrastructure Management, DX Application Performance Management). N\u00eb vend t\u00eb k\u00ebsaj, do t\u00eb shqyrtojm\u00eb si integrohen t\u00eb dh\u00ebnat nga sistemet e jashtme 3rd-party dhe do t\u00eb shpjegojm\u00eb nj\u00eb shembull integrimi me nj\u00eb nga sistemet m\u00eb t\u00eb njohura \u2014 Zabbix.<\/p>\n<p>P\u00ebr integrimin me sistemet e jashtme, p\u00ebrdoret komponenti DX Gateway. DX Gateway p\u00ebrb\u00ebhet nga 3 komponent\u00eb \u2014 On-Prem Gateway, RESTmon dhe Log Collector (Logstash). Ju mund t\u00eb instaloni t\u00eb 3 komponent\u00ebt ose vet\u00ebm at\u00eb q\u00eb nevojitet, duke ndryshuar skedarin e p\u00ebrgjithsh\u00ebm t\u00eb konfigurimit gjat\u00eb instalimit t\u00eb DX Gateway. N\u00eb figur\u00ebn m\u00eb posht\u00eb \u00ebsht\u00eb paraqitur arkitektura e DX Gateway.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/f92a16caeedae6acb8ff30ab58c4285a.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nT\u00eb shqyrtojm\u00eb q\u00ebllimin e komponent\u00ebve t\u00eb DX Gateway ve\u00e7mas.<\/p>\n<p><b>On-Prem Gateway.<\/b> Ky \u00ebsht\u00eb nj\u00eb nd\u00ebrfaqe q\u00eb mbledh sinjale emergjente nga platforma DX dhe d\u00ebrgon ngjarjet e emergjencave n\u00eb sistemet e jashtme. On-Prem Gateway vepron si poler, i cili rregullisht mbledh t\u00eb dh\u00ebna p\u00ebr ngjarjet nga DX OI, duke p\u00ebrdorur k\u00ebrkesat API n\u00eb protokollin HTTPS, dhe pastaj d\u00ebrgon paralajm\u00ebrimet n\u00eb nj\u00eb server t\u00eb jasht\u00ebm, i cili \u00ebsht\u00eb integruar me platform\u00ebn DX, duke p\u00ebrdorur webhook.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/7dc9d09f862c88066c4ab0bee15d87b9.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b>DX Log Collector<\/b> pranon syslog nga pajisjet rrjet\u00ebsore ose <a class=\"wpil_keyword_link\" href=\"https:\/\/prohoster.info\/sq\/server\/\"   title=\"server\u00ebsh\" data-wpil-keyword-link=\"linked\"  data-wpil-monitor-id=\"1539\">server\u00ebsh<\/a> dhe i ngarkon ato n\u00eb OI. DX Log Collector lejon ndarjen e softuerit q\u00eb gjeneron mesazhe, sistemit q\u00eb i ruan ato, dhe softuerit q\u00eb i raporton dhe analizojn\u00eb. \u00c7do mesazh etiketohet me nj\u00eb kod objekti, i cili tregon llojin e softuerit q\u00eb gjeneron mesazhin, dhe i caktohet nj\u00eb nivel kriticiteti. N\u00eb DX Dashboards, gjith\u00e7ka kjo mund t\u00eb shqyrtohet m\u00eb von\u00eb.<\/p>\n<p><b>DX RESTmon <\/b>integrohet me produktet\/sh\u00ebrbimet e jashtme p\u00ebrmes REST API dhe transmeton t\u00eb dh\u00ebna n\u00eb OI. N\u00eb figur\u00ebn m\u00eb posht\u00eb \u00ebsht\u00eb paraqitur skema e funksionimit t\u00eb DX RESTmon me shembuj t\u00eb integrimit me sistemet e monitorimit Solarwinds dhe SCOM.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/f32904f2a9902b966271fcdfbc52910b.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nFuncionalitetet ky\u00e7e t\u00eb DX RESTmon:<\/p>\n<ul>\n<li>Koneksioni me \u00e7do burim t\u00eb tret\u00eb t\u00eb dh\u00ebnash p\u00ebr pranim t\u00eb dh\u00ebnash:\n<ul>\n<li>PULL: lidhja dhe nxjerrja e t\u00eb dh\u00ebnave nga API-t\u00eb e hapura REST;<\/li>\n<li>PUSH: rrjedha e t\u00eb dh\u00ebnave n\u00eb RESTmon p\u00ebrmes REST.<\/li>\n<\/ul>\n<\/li>\n<li>Mb\u00ebshtetje p\u00ebr formatet JSON dhe XML;<\/li>\n<li>Pranimi i metrikave, paralajm\u00ebrimeve, grupeve, topologjis\u00eb, inventarit dhe regjistrave;<\/li>\n<li>Konektor\u00eb t\u00eb gatsh\u00ebm p\u00ebr mjete\/teknologji t\u00eb ndryshme, gjithashtu \u00ebsht\u00eb e mundur t\u00eb zhvillohet nj\u00eb konektor p\u00ebr \u00e7do burim me API t\u00eb hapur (lista e konektor\u00ebve t\u00eb paketuar n\u00eb figur\u00ebn m\u00eb posht\u00eb);<\/li>\n<li>Mb\u00ebshtetje p\u00ebr autentikimin bazik (n\u00eb mas\u00eb t\u00eb par\u00eb) kur aksesohet nd\u00ebrfaqja Swagger dhe API;<\/li>\n<li>Mb\u00ebshtetje p\u00ebr HTTPS (n\u00eb mas\u00eb t\u00eb par\u00eb) p\u00ebr t\u00eb gjitha mesazhet hyr\u00ebse dhe dal\u00ebse;<\/li>\n<li>Mb\u00ebshtetje p\u00ebr proxy-hyr\u00ebse dhe dal\u00ebse;<\/li>\n<li>Aft\u00ebsi t\u00eb fuqishme p\u00ebr analiz\u00ebn e tekstit p\u00ebr regjistrat e marr\u00eb p\u00ebrmes REST; <\/li>\n<li>Analiza e personalizuar me RESTmon, duke siguruar nj\u00eb analiz\u00eb dhe vizualizim efikas t\u00eb regjistrave;<\/li>\n<li>Mb\u00ebshtetje p\u00ebr nxjerrjen e informacionit mbi grupet e pajisjeve nga aplikacionet e monitorimit dhe ngarkimin n\u00eb OI p\u00ebr analiz\u00eb dhe vizualizim;<\/li>\n<li>Mb\u00ebshtetje p\u00ebr mund\u00ebsin\u00eb e p\u00ebrputhjes me shprehje t\u00eb rregullta. Kjo mund t\u00eb p\u00ebrdoret p\u00ebr analizimin dhe p\u00ebrputhjen e mesazheve t\u00eb regjistrave t\u00eb marra p\u00ebrmes REST, si dhe p\u00ebr krijimin ose mbylljen e ngjarjeve mbi baza t\u00eb kushteve t\u00eb caktuara t\u00eb shprehjeve t\u00eb rregullta.<\/li>\n<\/ul>\n<p>\n<img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/9f051a286146b3818cc4d5ecbda51669.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nTani le t\u00eb shqyrtojm\u00eb procesin e konfigurimit t\u00eb integrimit DX OI me Zabbix p\u00ebrmes DX RESTmon. Integrimi i paketuar merr t\u00eb dh\u00ebnat e m\u00ebposhtme nga Zabbix:<\/p>\n<ul>\n<li>t\u00eb dh\u00ebnat e inventarit;<\/li>\n<li>topologjin\u00eb;<\/li>\n<li>problemet;<\/li>\n<li>metrikat.<\/li>\n<\/ul>\n<p>\nDuke qen\u00eb se konektori p\u00ebr Zabbix \u00ebsht\u00eb i disponuesh\u00ebm nga kutia, gjith\u00e7ka q\u00eb duhet t\u00eb b\u00ebni p\u00ebr t\u00eb konfiguruar integrimin \u00ebsht\u00eb t\u00eb p\u00ebrdit\u00ebsoni profilin, duke treguar adres\u00ebn IP t\u00eb serverit API t\u00eb Zabbix dhe llogarin\u00eb, dhe pastaj t\u00eb ngarkoni profilin p\u00ebrmes nd\u00ebrfaqes web Swagger. Pjes\u00ebt e dy fotove t\u00eb m\u00ebposhtme jan\u00eb shembuj.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/5ebedf4c0ca9a899461c8051646d28a8.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/fc639a6b7a08bcbf906b9899c9f55111.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nPas konfigurimit t\u00eb integrimit, funksionalitetet analitike DX OI, t\u00eb p\u00ebrshkruara m\u00eb sip\u00ebr, do t\u00eb jen\u00eb t\u00eb disponueshme p\u00ebr t\u00eb dh\u00ebnat q\u00eb vijn\u00eb nga Zabbix, p\u00ebrkat\u00ebsisht: Analitika e Alarmit, Analitika e Performanc\u00ebs, M\u00ebsimet Parashikuese, Analitika e Sh\u00ebrbimit dhe Riparimi. N\u00eb figur\u00ebn m\u00eb posht\u00eb jepet nj\u00eb shembull i analiz\u00ebs s\u00eb metrikave t\u00eb performanc\u00ebs p\u00ebr objektet e integruara nga Zabbix.<\/p>\n<p><img decoding=\"async\" alt=\"Sistemi i centralizuar i monitorimit dhe modelet e burimeve dhe sh\u00ebrbimeve n\u00eb DX Operations Intelligence t\u00eb p\u00ebrdit\u00ebsuar nga Broadcom (ish-CA)\" src=\"\/wp-content\/uploads\/2020\/10\/f0d2864155a1d665ea4033e0bdd30780.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<\/p>\n<h1>P\u00ebrfundim<\/h1>\n<p>\nDX OI \u2014 nj\u00eb mjet modern analitik, i cili do t\u00eb siguroj\u00eb efikasitet t\u00eb konsideruesh\u00ebm operativ p\u00ebr departamentet IT, do t\u00eb lejoj\u00eb marrjen e vendimeve m\u00eb t\u00eb shpejta dhe m\u00eb t\u00eb sakta p\u00ebr t\u00eb p\u00ebrmir\u00ebsuar cil\u00ebsin\u00eb e sh\u00ebrbimeve IT dhe sh\u00ebrbimeve biznesore p\u00ebrmes analiz\u00ebs kontekstuale nd\u00ebr-domenitore. P\u00ebr pronar\u00ebt e aplikacioneve dhe nj\u00ebsive biznesore, DX OI do t\u00eb llogaris\u00eb faktor\u00ebt e disponueshm\u00ebris\u00eb dhe cil\u00ebsis\u00eb s\u00eb sh\u00ebrbimeve jo vet\u00ebm n\u00eb kontekstin e treguesve teknologjik\u00eb IT, por edhe KPI-ve t\u00eb biznesit, t\u00eb nxjerra nga statistik\u00eb transaksionesh p\u00ebr p\u00ebrdoruesit fundor\u00eb.<\/p>\n<p>N\u00ebse d\u00ebshironi t\u00eb m\u00ebsoni m\u00eb shum\u00eb p\u00ebr k\u00ebt\u00eb zgjidhje, l\u00ebreni nj\u00eb k\u00ebrkes\u00eb p\u00ebr nj\u00eb demonstrim ose projekt pilot <noindex><a rel=\"nofollow\" href=\"https:\/\/gals.software\/contacts\">n\u00eb m\u00ebnyr\u00ebn m\u00eb t\u00eb p\u00ebrshtatshme p\u00ebr ju<\/a><\/noindex> n\u00eb faqen ton\u00eb.<br \/>\n<br \/>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/galssoftware\/blog\/523902\/\">habr.com<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0412 \u044d\u0442\u043e\u043c \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u0435 Broadcom (\u0431\u044b\u0432\u0448\u0430\u044f CA) \u0432\u044b\u043f\u0443\u0441\u0442\u0438\u043b\u0430 \u043d\u043e\u0432\u0443\u044e \u0432\u0435\u0440\u0441\u0438\u044e 20.2 \u0441\u0432\u043e\u0435\u0433\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u044f DX Operations Intelligence (DX OI). \u041d\u0430 \u0440\u044b\u043d\u043a\u0435 \u044d\u0442\u043e\u0442 \u043f\u0440\u043e\u0434\u0443\u043a\u0442 \u043f\u043e\u0437\u0438\u0446\u0438\u043e\u043d\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u043a\u0430\u043a \u0437\u043e\u043d\u0442\u0438\u0447\u043d\u0430\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430. \u0421\u0438\u0441\u0442\u0435\u043c\u0430 \u0441\u043e\u0441\u043e\u0431\u043d\u0430 \u043f\u043e\u043b\u0443\u0447\u0430\u0442\u044c \u0438 \u043e\u0431\u044a\u0435\u0434\u0438\u043d\u044f\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435 \u043e\u0442 \u0441\u0438\u0441\u0442\u0435\u043c \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0434\u043e\u043c\u0435\u043d\u043e\u0432 (\u0441\u0435\u0442\u044c, \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430, \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f, \u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445) \u043a\u0430\u043a CA \u0442\u0430\u043a \u0438 \u0441\u0442\u043e\u0440\u043e\u043d\u043d\u0438\u0445 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u0435\u0439, \u0432 \u0442\u043e\u043c \u0447\u0438\u0441\u043b\u0435, open source \u0440\u0435\u0448\u0435\u043d\u0438\u0439 (Zabbix, [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":97533,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-97532","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-administrirovanie"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.2 - 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