{"id":34891,"date":"2019-10-31T22:01:07","date_gmt":"2019-10-31T19:01:07","guid":{"rendered":"https:\/\/prohoster.info\/blog\/dostupna-sistema-raspredelyonnyh-vychislenij-apache-storm-2-0\/"},"modified":"2019-10-31T22:01:07","modified_gmt":"2019-10-31T19:01:07","slug":"dostupna-sistema-raspredelyonnyh-vychislenij-apache-storm-2-0","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/dostupna-sistema-raspredelyonnyh-vychislenij-apache-storm-2-0","title":{"rendered":"N\u00eb dispozicion \u00ebsht\u00eb sistemi i kompjuter\u00ebve t\u00eb shp\u00ebrndar\u00eb Apache Storm 2.0","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><noindex><a rel=\"nofollow\" href=\"http:\/\/storm.apache.org\/2019\/05\/30\/storm200-released.html\">Shihni drit\u00ebn<\/a><\/noindex> l\u00ebshimi i r\u00ebnd\u00ebsish\u00ebm i sistemit t\u00eb p\u00ebrpunimit t\u00eb shp\u00ebrndar\u00eb t\u00eb ngjarjeve <noindex><a rel=\"nofollow\" href=\"http:\/\/storm.apache.org\/\">Apache Storm 2.0<\/a><\/noindex>, nj\u00eb kalim i r\u00ebnd\u00ebsish\u00ebm n\u00eb nj\u00eb arkitektur\u00eb t\u00eb re, e realizuar n\u00eb gjuh\u00ebn Java, n\u00eb vend t\u00eb gjuh\u00ebs Clojure q\u00eb p\u00ebrdorej m\u00eb par\u00eb. <\/p>\n<p>Projekti mund\u00ebson organizimin e p\u00ebrpunimit t\u00eb garantuar t\u00eb ngjarjeve t\u00eb ndryshme n\u00eb koh\u00eb reale. P\u00ebr shembull, Storm mund t\u00eb p\u00ebrdoret p\u00ebr analizimin e rrjedhave t\u00eb t\u00eb dh\u00ebnave n\u00eb koh\u00eb reale, p\u00ebr realizimin e detyrave p\u00ebr m\u00ebsimin e makinerive, p\u00ebr organizimin e llogaritjeve t\u00eb vazhdueshme, realizimin e RPC, ETL etj. Sistemi mb\u00ebshtet klasterizimin, krijimin e konfigurimeve t\u00eb besueshme, modin e p\u00ebrpunimit t\u00eb garantuar t\u00eb t\u00eb dh\u00ebnave dhe ka nj\u00eb rendiment t\u00eb lart\u00eb, mjaftuesh\u00ebm p\u00ebr t\u00eb p\u00ebrpunuar m\u00eb shum\u00eb se nj\u00eb milion k\u00ebrkesa n\u00eb sekond\u00eb n\u00eb nj\u00eb nyj\u00eb t\u00eb klasterit. <\/p>\n<p>Mund\u00ebsohet integrimi me sisteme t\u00eb ndryshme p\u00ebrpunimi t\u00eb rinjsh dhe teknologji t\u00eb bazave t\u00eb t\u00eb dh\u00ebnave. Arkitektura e Storm parashikon pranim dhe p\u00ebrpunim t\u00eb rrjedhave t\u00eb dh\u00ebnash t\u00eb pastrukturura dhe vazhdimisht t\u00eb p\u00ebrdit\u00ebsuara duke p\u00ebrdorur p\u00ebrpunues t\u00eb nd\u00ebrlikuar me mund\u00ebsi seksionimi mes fazave t\u00eb ndryshme t\u00eb llogaritjeve. Projekti u dor\u00ebzua komunitetit Apache pas p\u00ebrvet\u00ebsimit nga Twitter i kompanis\u00eb BackType, e cila fillimisht zhvilloi framework-un. N\u00eb praktik\u00eb, Storm u p\u00ebrdor n\u00eb BackType p\u00ebr analizimin e reflektimeve t\u00eb ngjarjeve n\u00eb mikroblogje, duke p\u00ebrputhur n\u00eb flak\u00eb tweet-et e reja dhe lidhjet q\u00eb p\u00ebrdoreshin n\u00eb to (p\u00ebr shembull, u vler\u00ebsua se si lidhjet e jashtme ose paralajm\u00ebrimet e publikuara n\u00eb Twitter shp\u00ebrndaheshin nga pjes\u00ebmarr\u00ebsit e tjer\u00eb). <\/p>\n<p>\u0424\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c Storm \u0441\u0440\u0430\u0432\u043d\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u0441 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u043e\u0439 Hadoop, \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u043c \u043e\u0442\u043b\u0438\u0447\u0438\u0435\u043c \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0442\u043e, \u0447\u0442\u043e \u0434\u0430\u043d\u043d\u044b\u0435 \u043d\u0435 \u0440\u0430\u0437\u043c\u0435\u0449\u0435\u043d\u044b \u0432 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0435, \u0430 \u043f\u043e\u0441\u0442\u0443\u043f\u0430\u044e\u0442 \u0438\u0437\u0432\u043d\u0435 \u0438 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u044e\u0442\u0441\u044f \u0432 \u0440\u0435\u0436\u0438\u043c\u0435 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438. \u0412 Storm \u043d\u0435\u0442 \u0432\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u043e\u0439 \u043f\u0440\u043e\u0441\u043b\u043e\u0439\u043a\u0438 \u0434\u043b\u044f \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430 \u0438 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0437\u0430\u043f\u0440\u043e\u0441 \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0442 \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0442\u044c\u0441\u044f \u043a \u043f\u043e\u0441\u0442\u0443\u043f\u0430\u044e\u0449\u0438\u043c \u0434\u0430\u043d\u043d\u044b\u043c \u0434\u043e \u0442\u0435\u0445 \u043f\u043e\u0440, \u043f\u043e\u043a\u0430 \u043d\u0435 \u0431\u0443\u0434\u0435\u0442 \u043e\u0442\u043c\u0435\u043d\u0435\u043d (\u0435\u0441\u043b\u0438 \u0432 Hadoop \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u0437\u0430\u043d\u0438\u043c\u0430\u044e\u0449\u0438\u0435 \u043a\u043e\u043d\u0435\u0447\u043d\u043e\u0435 \u0432\u0440\u0435\u043c\u044f MapReduce-\u0440\u0430\u0431\u043e\u0442\u044b, \u0442\u043e \u0432 Storm \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0435\u0442\u0441\u044f \u0438\u0434\u0435\u044f \u043d\u0435\u043f\u0440\u0435\u0440\u044b\u0432\u043d\u043e \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0435\u043c\u044b\u0445 &#171;\u0442\u043e\u043f\u043e\u043b\u043e\u0433\u0438\u0439&#187;). \u0412\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432 \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043e \u043d\u0430 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0441\u0435\u0440\u0432\u0435\u0440\u043e\u0432 &#8212; Storm \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0440\u0430\u0441\u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u0438\u0432\u0430\u0435\u0442 \u0440\u0430\u0431\u043e\u0442\u0443 \u0441 \u043f\u043e\u0442\u043e\u043a\u0430\u043c\u0438 \u043d\u0430 \u0440\u0430\u0437\u043d\u044b\u0435 \u0443\u0437\u043b\u044b \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0430. <\/p>\n<p>Fillimisht, sistemi u shkrua n\u00eb gjuh\u00ebn Clojure dhe ekzekutohet brenda nj\u00eb makine virtuale JVM. N\u00eb fondin Apache u lansua nj\u00eb iniciativ\u00eb p\u00ebr kalimin e Storm n\u00eb nj\u00eb b\u00ebrtham\u00eb t\u00eb re, t\u00eb shkruar n\u00eb Java, rezultatet e s\u00eb cil\u00ebs u ofruan n\u00eb l\u00ebshimin e Apache Storm 2.0. T\u00eb gjitha komponent\u00ebt themelore t\u00eb platform\u00ebs u rishkruan n\u00eb Java. Mb\u00ebshtetja p\u00ebr shkruarjen e p\u00ebrpunuesve n\u00eb Clojure u ruajt, por tani ofrohet si binda. P\u00ebr funksionimin e Storm 2.0.0 k\u00ebrkohet ekzistenca e Java 8. Rrjedha e modelit t\u00eb p\u00ebrpunimit shum\u00eb-fish \u00ebsht\u00eb rishikuar, duke mund\u00ebsuar <noindex><a rel=\"nofollow\" href=\"https:\/\/yahoodevelopers.tumblr.com\/post\/185258393008\/apache-storm-20-improvements\">arritjen<\/a><\/noindex> nj\u00eb rritje t\u00eb dukshme t\u00eb performanc\u00ebs (p\u00ebr disa topologji, vonesat u reduktuan me 50-80%).<\/p>\n<p><center><noindex><a rel=\"nofollow\" href=\"https:\/\/69.media.tumblr.com\/3f630f757d60a09d5f50c78938262b61\/tumblr_inline_pscc4bXpK91wxhpzr_500.png\"><img decoding=\"async\" alt=\"N\u00eb dispozicion \u00ebsht\u00eb sistemi i kompjuter\u00ebve t\u00eb shp\u00ebrndar\u00eb Apache Storm 2.0\" src=\"\/wp-content\/uploads\/2019\/06\/b59ad4ac2234ca882718d30679f2e85e.png\" style=\"display:block;margin: 0 auto;\" \/><\/a><\/noindex><\/center><\/p>\n<p>N\u00eb versionin e ri gjithashtu \u00ebsht\u00eb ofruar nj\u00eb API i ri i tipizuar Streams, duke lejuar p\u00ebrcaktimin e p\u00ebrpunuesve duke p\u00ebrdorur operacione n\u00eb stilin e programimit funksional. API i ri \u00ebsht\u00eb realizuar mbi API-n\u00eb baze dhe mb\u00ebshtet bashkimin automatik t\u00eb operacioneve p\u00ebr optimizimin e p\u00ebrpunimit t\u00eb tyre. N\u00eb API Windowing p\u00ebr operacionet e dritareve \u00ebsht\u00eb shtuar mb\u00ebshtetje p\u00ebr ruajtjen dhe rikthimin e gjendjes n\u00eb backend. <\/p>\n<p>N\u00eb planifikuesin e lan\u00e7imit t\u00eb p\u00ebrpunuesve \u00ebsht\u00eb shtuar mb\u00ebshtetje p\u00ebr marrjen parasysh t\u00eb burimeve shtes\u00eb gjat\u00eb marrjes s\u00eb vendimeve, q\u00eb nuk kufizohen<br \/>\n n\u00eb CPU dhe memorje, t\u00eb tilla si parametrat e rrjetit dhe GPU. Jan\u00eb b\u00ebr\u00eb nj\u00eb num\u00ebr t\u00eb madh p\u00ebrmir\u00ebsimesh q\u00eb lidhen me integrimin me platform\u00ebn <noindex><a rel=\"nofollow\" href=\"http:\/\/kafka.apache.org\/\">Kafka<\/a><\/noindex>. Sistemi i kontrollit t\u00eb qasjes \u00ebsht\u00eb zgjeruar, ku \u00ebsht\u00eb shtuar mund\u00ebsia p\u00ebr krijimin e grupeve t\u00eb administrator\u00ebve dhe delegimin e tokeneve. Jan\u00eb shtuar p\u00ebrmir\u00ebsime q\u00eb lidhen me mb\u00ebshtetje p\u00ebr SQL dhe metrika. N\u00eb nd\u00ebrfaqen e administratorit jan\u00eb shtuar komanda t\u00eb reja p\u00ebr zgjidhjen e gjendjes s\u00eb klasterit.<\/p>\n<p>Fushat e aplikimit t\u00eb Storm:\n<\/p>\n<ul>\n<li class=\"l\"> P\u00ebrpunimi i rrjedhave t\u00eb t\u00eb dh\u00ebnave t\u00eb reja ose p\u00ebrdit\u00ebsimeve t\u00eb baz\u00ebs s\u00eb t\u00eb dh\u00ebnave n\u00eb koh\u00eb reale;\n<\/li>\n<li class=\"l\"> Llogaritjet e vazhdueshme: Storm mund t\u00eb kryej\u00eb k\u00ebrkesa t\u00eb vazhdueshme dhe t\u00eb p\u00ebrpunoj\u00eb rrjedha t\u00eb vazhdueshme, duke i kaluar rezultatet e p\u00ebrpunimit klientit n\u00eb koh\u00eb reale.\n<\/li>\n<li class=\"l\"> \u0420\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u0439 \u0443\u0434\u0430\u043b\u0435\u043d\u043d\u044b\u0439 \u0432\u044b\u0437\u043e\u0432 \u043f\u0440\u043e\u0446\u0435\u0434\u0443\u0440 (RPC): Storm \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d \u0434\u043b\u044f \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u044f \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u0438\u0437\u043c\u0430 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0451\u043c\u043a\u0438\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432. \u0417\u0430\u0434\u0430\u043d\u0438\u0435 (&#171;\u0442\u043e\u043f\u043e\u043b\u043e\u0433\u0438\u044f&#187;) \u0432 Storm \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0441\u043e\u0431\u043e\u0439 \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u0443\u044e \u043f\u043e \u0443\u0437\u043b\u0430\u043c \u0444\u0443\u043d\u043a\u0446\u0438\u044e, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043e\u0436\u0438\u0434\u0430\u0435\u0442 \u043f\u043e\u0441\u0442\u0443\u043f\u043b\u0435\u043d\u0438\u044f \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043d\u0443\u0436\u043d\u043e \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c. \u041f\u043e\u0441\u043b\u0435 \u043f\u0440\u0438\u0451\u043c\u0430 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u044f, \u0444\u0443\u043d\u043a\u0446\u0438\u044f \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0435\u0442 \u0435\u0433\u043e \u0432 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e\u043c \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0435 \u0438 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442. \u041f\u0440\u0438\u043c\u0435\u0440\u043e\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u043e\u0433\u043e RPC \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u0430\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043f\u043e\u0438\u0441\u043a\u043e\u0432\u044b\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u0438\u043b\u0438 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439 \u043d\u0430\u0434 \u0431\u043e\u043b\u044c\u0448\u0438\u043c \u043d\u0430\u0431\u043e\u0440\u043e\u043c \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432.\n<\/li>\n<\/ul>\n<p>Ve\u00e7orit\u00eb e Storm:<\/p>\n<ul>\n<li class=\"l\"> Nj\u00eb model i thjesht\u00eb programimi q\u00eb e thjeshton ndjesh\u00ebm procesin e p\u00ebrpunimit t\u00eb t\u00eb dh\u00ebnave n\u00eb koh\u00eb reale;\n<\/li>\n<li class=\"l\"> Mb\u00ebshtetje p\u00ebr \u00e7do gjuh\u00eb programimi. Jan\u00eb n\u00eb dispozicion module p\u00ebr gjuh\u00ebt Java, Ruby dhe Python, dhe adaptimi p\u00ebr gjuh\u00eb t\u00eb tjera nuk paraqet v\u00ebshtir\u00ebsi p\u00ebr shkak t\u00eb nj\u00eb protokolli komunikimi shum\u00eb t\u00eb thjesht\u00eb, p\u00ebr realizimin e mb\u00ebshtetjes s\u00eb t\u00eb cilit nevojiten rreth 100 rreshta kod;\n<\/li>\n<li class=\"l\"> Q\u00ebndrueshm\u00ebri: p\u00ebr t\u00eb nisur nj\u00eb detyr\u00eb p\u00ebrpunimi t\u00eb dh\u00ebnash, duhet t\u00eb krijoni nj\u00eb skedar jar me kodin. Storm do t\u00eb shp\u00ebrndaj\u00eb automatikisht k\u00ebt\u00eb skedar jar n\u00eb nyjat e klasterit, do t\u00eb lidhi p\u00ebrpunuesit e lidhur dhe do t\u00eb organizoj\u00eb monitorimin. Pas p\u00ebrfundimit t\u00eb detyr\u00ebs, kodi do t\u00eb \u00e7aktivizohet automatikisht n\u00eb t\u00eb gjitha nyjat;\n<\/li>\n<li class=\"l\"> Shkall\u00ebzueshm\u00ebri horizontale. T\u00eb gjitha llogaritjet kryhen n\u00eb m\u00ebnyr\u00eb paralele, duke u rritur ngarkes\u00ebn, mjafton t\u00eb lidhni nyja t\u00eb reja n\u00eb klaster;\n<\/li>\n<li class=\"l\"> Besueshm\u00ebri. Storm garanton q\u00eb \u00e7do mesazh i ardhur do t\u00eb p\u00ebrpunoj\u00eb plot\u00ebsisht t\u00eb pakt\u00ebn nj\u00eb her\u00eb. Nj\u00eb her\u00eb mesazhi do t\u00eb p\u00ebrpunohet vet\u00ebm n\u00ebse nuk ka pasur gabime gjat\u00eb kalimit t\u00eb t\u00eb gjith\u00eb p\u00ebrpunuesve; n\u00eb rast problemi, p\u00ebrpjekjet e d\u00ebshtuara p\u00ebr p\u00ebrpunim do t\u00eb p\u00ebrs\u00ebriten.\n<\/li>\n<li class=\"l\"> Shpejt\u00ebsi. Kodi i Storm \u00ebsht\u00eb shkruar me sy te performanca e lart\u00eb dhe p\u00ebrdor nj\u00eb sistem p\u00ebr shk\u00ebmbimin e mesazheve asinkron shum\u00eb t\u00eb shpejt\u00eb. <noindex><a rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=27137\">ZeroMQ<\/a><\/noindex>.\n<\/ul>\n<p><noindex><a rel=\"nofollow\" name=\"link\"><\/a><\/noindex><\/p>\n<p>Burimi: <a \ncontent=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=50796\">opennet.ru<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0423\u0432\u0438\u0434\u0435\u043b \u0441\u0432\u0435\u0442 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0432\u044b\u043f\u0443\u0441\u043a \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0451\u043d\u043d\u043e\u0439 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0441\u043e\u0431\u044b\u0442\u0438\u0439 Apache Storm 2.0, \u043f\u0440\u0438\u043c\u0435\u0447\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u043e\u043c \u043d\u0430 \u043d\u043e\u0432\u0443\u044e \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0443, \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u043d\u0430 \u044f\u0437\u044b\u043a\u0435 Java, \u0432\u043c\u0435\u0441\u0442\u043e \u0440\u0430\u043d\u0435\u0435 \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0435\u043c\u043e\u0433\u043e \u044f\u0437\u044b\u043a\u0430 Clojure. \u041f\u0440\u043e\u0435\u043a\u0442 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u043e\u0432\u0430\u0442\u044c \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0443 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0441\u043e\u0431\u044b\u0442\u0438\u0439 \u0432 \u0440\u0435\u0436\u0438\u043c\u0435 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, Storm \u043c\u043e\u0436\u043d\u043e \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0442\u044c \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u043f\u043e\u0442\u043e\u043a\u043e\u0432 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u0440\u0435\u0436\u0438\u043c\u0435 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438, \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u0437\u0430\u0434\u0430\u0447 \u0434\u043b\u044f \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f, \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u043d\u0435\u043f\u0440\u0435\u0440\u044b\u0432\u043d\u044b\u0445 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":26265,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-34891","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-novosti-interneta"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0423\u0432\u0438\u0434\u0435\u043b \u0441\u0432\u0435\u0442 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0432\u044b\u043f\u0443\u0441\u043a \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0451\u043d\u043d\u043e\u0439 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0441\u043e\u0431\u044b\u0442\u0438\u0439 Apache Storm 2.0, \u043f\u0440\u0438\u043c\u0435\u0447\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u043e\u043c \u043d\u0430 \u043d\u043e\u0432\u0443\u044e \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0443, \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u043d\u0430 \u044f\u0437\u044b\u043a\u0435 Java, \u0432\u043c\u0435\u0441\u0442\u043e \u0440\u0430\u043d\u0435\u0435 \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0435\u043c\u043e\u0433\u043e \u044f\u0437\u044b\u043a\u0430 Clojure. \u041f\u0440\u043e\u0435\u043a\u0442 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u043e\u0432\u0430\u0442\u044c \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0443 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0441\u043e\u0431\u044b\u0442\u0438\u0439 \u0432 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Projekti lejon organizimin e garantuar t\u00eb p\u00ebrpunimit t\u00eb ngjarjeve t\u00eb ndryshme n\u00eb koh\u00eb reale. P\u00ebr shembull, Storm mund t\u00eb p\u00ebrdoret p\u00ebr analiz\u00ebn e flukseve t\u00eb t\u00eb dh\u00ebnave n\u00eb koh\u00eb reale, ekzekutimin e detyrave p\u00ebr m\u00ebsim makinerik, organizimin e vazhduesh\u00ebm.","canonical_url":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/dostupna-sistema-raspredelyonnyh-vychislenij-apache-storm-2-0","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"sq_AL","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b","og:type":"article","og:title":"\ud83e\udd47\u0414\u043e\u0441\u0442\u0443\u043f\u043d\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0430 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