{"id":97403,"date":"2020-10-18T02:42:36","date_gmt":"2020-10-18T00:42:36","guid":{"rendered":"https:\/\/prohoster.info\/blog\/administrirovanie\/turing-pi-klasternaya-plata-dlya-self-hosted-prilozhenij-i-servisov"},"modified":"2020-10-18T02:42:36","modified_gmt":"2020-10-18T00:42:36","slug":"turing-pi-klasternaya-plata-dlya-self-hosted-prilozhenij-i-servisov","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/administrirovanie\/turing-pi-klasternaya-plata-dlya-self-hosted-prilozhenij-i-servisov","title":{"rendered":"Turing Pi \u2014 plaka klasteri p\u00ebr aplikacione dhe sh\u00ebrbime t\u00eb vet\u00eb-hostuara","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><img decoding=\"async\" alt=\"Turing Pi \u2014 plaka klasteri p\u00ebr aplikacione dhe sh\u00ebrbime t\u00eb vet\u00eb-hostuara\" src=\"\/wp-content\/uploads\/2020\/10\/bc4c263764df2bbbbbbfc0136c0dd59e.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nTuring Pi \u00ebsht\u00eb nj\u00eb zgjidhje p\u00ebr aplikacione t\u00eb vet\u00eb-hostuara, e nd\u00ebrtuar sipas parimit t\u00eb kabinave n\u00eb nj\u00eb qend\u00ebr t\u00eb dh\u00ebnash, vet\u00ebm n\u00eb nj\u00eb pllak\u00eb kompakte. Zgjidhja \u00ebsht\u00eb e orientuar p\u00ebr nd\u00ebrtimin e nj\u00eb infrastrukture lokale p\u00ebr zhvillim lokal dhe hostimin e aplikacioneve dhe sh\u00ebrbimeve. N\u00eb thelb, \u00ebsht\u00eb si AWS EC2, vet\u00ebm p\u00ebr edge.<\/p>\n<p>Ne jemi nj\u00eb ekip i vog\u00ebl zhvilluesish q\u00eb vendos\u00ebm t\u00eb krijojm\u00eb nj\u00eb zgjidhje p\u00ebr nd\u00ebrtimin e klastereve bare-metal n\u00eb edge dhe e quajt\u00ebm projektin Turing Pi. Produkti filloi si nj\u00eb ide e thjesht\u00eb, megjithat\u00eb tani p\u00ebr verifikimin e koncepteve t\u00eb tij e kan\u00eb porositur departamentet e zhvillimit n\u00eb Red Hat, Rancher (SUSE), Toyota Connected, Sony, Electrolux, Facebook, dhe po ashtu po rritet audienca e zhvilluesve deri n\u00eb 10 mij\u00eb. <\/p>\n<p>Por \u00e7do gj\u00eb filloi me nj\u00eb zbulim.<br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h2>Zbulimi i produktit<\/h2>\n<p>\nNj\u00ebher\u00eb b\u00ebra nj\u00eb zbulim p\u00ebr veten time q\u00eb ne nuk po shpikim asgj\u00eb. T\u00eb gjitha gj\u00ebrat ekzistuese n\u00eb k\u00ebt\u00eb bot\u00eb, ne i zbulojm\u00eb. Ne zbulojm\u00eb se disa pjes\u00eb mund t\u00eb kombinohen s\u00eb bashku, duke fituar prona t\u00eb reja t\u00eb produkteve ose zbulojm\u00eb ligje dhe pastaj i kombinojm\u00eb p\u00ebrs\u00ebri. Nuk mund t\u00eb shpikim asgj\u00eb, por mund t\u00eb zbulojm\u00eb gjat\u00eb hulumtimit. N\u00eb mendimin tim, shpikja \u00ebsht\u00eb nj\u00eb rezultat i v\u00ebzhgimeve t\u00eb vazhdueshme, eksperimenteve dhe k\u00ebrkimit + kombinimit t\u00eb njohurive.<\/p>\n<p>Gjat\u00eb dekad\u00ebs s\u00eb fundit kam par\u00eb se si po rritet l\u00ebvizja p\u00ebr amator\u00ebt e homelab (burimi <noindex><a rel=\"nofollow\" href=\"https:\/\/www.reddit.com\/r\/homelab\/\">subreddit<\/a><\/noindex>), self-hosted (burimet <noindex><a rel=\"nofollow\" href=\"https:\/\/www.reddit.com\/r\/selfhosted\/\">subreddit<\/a><\/noindex> dhe <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/awesome-selfhosted\/awesome-selfhosted\">awesome-selfhosted<\/a><\/noindex>), kompjuter\u00ebt me nj\u00eb bord, si po rritet interesi p\u00ebr ekzekutimin e kontejner\u00ebve n\u00eb kompjuter\u00ebt me nj\u00eb bord si Raspberry Pi, po rritet l\u00ebvizja q\u00eb ndalon klastere nga kompjuter\u00ebt me nj\u00eb bord. Gradualisht, ky koncept po e t\u00ebrheq edhe iden\u00eb e Kubernetes. Ajo ka dal\u00eb tashm\u00eb me nj\u00eb version t\u00eb leht\u00eb k3s, i orientuar drejt Edge\/IoT. Nj\u00eb rrjet i madh restorantesh t\u00eb shpejta Chick-fil-A jan\u00eb disa nga t\u00eb par\u00ebt n\u00eb bot\u00eb q\u00eb vendos\u00ebn klastere Kubernetes n\u00eb kuzhinat e tyre <noindex><a rel=\"nofollow\" href=\"https:\/\/medium.com\/@cfatechblog\/bare-metal-k8s-clustering-at-chick-fil-a-scale-7b0607bd3541\">kubectl m\u00eb b\u00ebn nj\u00eb sandvi\u00e7<\/a><\/noindex>. <\/p>\n<p>E shoh k\u00ebt\u00eb si nj\u00eb top d\u00ebbore, si nj\u00eb teknologji q\u00eb rrethon nj\u00eb tjet\u00ebr, duke krijuar nj\u00eb sistem m\u00eb kompleks. N\u00eb t\u00eb nj\u00ebjt\u00ebn koh\u00eb, nuk ka asnj\u00eb kaos, \u00ebsht\u00eb m\u00eb shum\u00eb si nj\u00eb fraktal i teknologjive. N\u00eb nj\u00eb nga momentet e mjaft t\u00eb komplikuara p\u00ebr mua n\u00eb jet\u00ebn time, pash\u00eb vler\u00ebn n\u00eb klasteret q\u00eb ndahen nga kompjuter\u00ebt me nj\u00eb bord nga zhvilluesit amator\u00eb dhe fillova t\u00eb punoj n\u00eb krijimin e nj\u00eb pllake klasteri.<\/p>\n<p>Sot, pllaka jon\u00eb e klasterit \u00ebsht\u00eb shum\u00eb e thjesht\u00eb dhe n\u00eb radh\u00eb t\u00eb par\u00eb \u00ebsht\u00eb e orientuar drejt atyre q\u00eb i p\u00eblqejn\u00eb teknologjit\u00eb cloud native, q\u00eb studiojn\u00eb t\u00eb reja, eksperimentojn\u00eb.<\/p>\n<h2>Nj\u00ebsit\u00eb nd\u00ebrtuese (Building Blocks)<\/h2>\n<p>\nPra, \u00e7far\u00eb p\u00ebrfaq\u00ebson zgjidhja, \u00e7far\u00eb \u00ebsht\u00eb thelbi. Thelbi \u00ebsht\u00eb t\u00eb ofrojm\u00eb nj\u00eb konstrukt, blloqe nd\u00ebrtimi (Building Blocks) nga t\u00eb cilat mund t\u00eb nd\u00ebrtojm\u00eb infrastruktur\u00eb edge m\u00eb t\u00eb lir\u00eb se n\u00eb serverat tradicional\u00eb, mobile pa kutit\u00eb e m\u00ebdha metalike, q\u00eb nuk kan\u00eb k\u00ebrkesa p\u00ebr kushte t\u00eb ve\u00e7anta pune si serverat, energji-efikase, standardizuese n\u00eb aspektin e moduleve dhe me mund\u00ebsi t\u00eb shpejt\u00eb p\u00ebr shkall\u00ebzim n\u00eb dhjet\u00ebra dhe qindra nj\u00ebsive p\u00ebrpunuese (procesor\u00eb).<\/p>\n<p><b>Pllaka Klastri (Clusterboard)<\/b><\/p>\n<p>Mini ITX plaka bashkon disa module p\u00ebrpunimi p\u00ebrmes nj\u00eb rrjeti n\u00eb pllak\u00eb, ofron interfaca periferike dhe kontroll mbi modulet<\/p>\n<p><b>Moduli P\u00ebrpunues (Compute Module)<\/b><\/p>\n<p>Pllaka n\u00eb form\u00ebn SO-DIMM q\u00eb p\u00ebrmban procesorin dhe memorjen RAM, opcionalisht memorie flash p\u00ebr ruajtjen e sistemit operativ<\/p>\n<p><img decoding=\"async\" alt=\"Turing Pi \u2014 plaka klasteri p\u00ebr aplikacione dhe sh\u00ebrbime t\u00eb vet\u00eb-hostuara\" src=\"\/wp-content\/uploads\/2020\/10\/ad80c3afaba78dbacc244fa15380aee2.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\nNj\u00eb nga konfigurimet e projektuar t\u00eb versionit Turing V2<\/p>\n<p><img decoding=\"async\" alt=\"Turing Pi \u2014 plaka klasteri p\u00ebr aplikacione dhe sh\u00ebrbime t\u00eb vet\u00eb-hostuara\" src=\"\/wp-content\/uploads\/2020\/10\/5f25cfcfa9fbc8c018f0e51712573b6b.png\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Duke kombinuar pllakat klastri dhe modul\u00ebt e p\u00ebrpunimit, \u00ebsht\u00eb e leht\u00eb t\u00eb krijosh nj\u00eb infrastruktur\u00eb, p\u00ebr shembull, me 20+ procesor\u00eb (shembujt m\u00eb posht\u00eb), t\u00eb heshtur dhe me konsum t\u00eb ul\u00ebt energjie. E gjith\u00eb pllaka klastri rrit efikasitetin e volumit t\u00eb p\u00ebrdorur. Shembujt e grupeve p\u00ebr krahasim<\/p>\n<p>SBC based*<br \/>\n<img decoding=\"async\" alt=\"Turing Pi \u2014 plaka klasteri p\u00ebr aplikacione dhe sh\u00ebrbime t\u00eb vet\u00eb-hostuara\" src=\"\/wp-content\/uploads\/2020\/10\/50f7e9d16a11f08da2f5e9fdeadb5951.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n24 CPU\u2019s<br \/>\nAutori Afkham Azeez<\/p>\n<p>Turing Pi based<br \/>\n<img decoding=\"async\" alt=\"Turing Pi \u2014 plaka klasteri p\u00ebr aplikacione dhe sh\u00ebrbime t\u00eb vet\u00eb-hostuara\" src=\"\/wp-content\/uploads\/2020\/10\/284bd9dc610ce50b27b865d207e9754d.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n21 CPU\u2019s<br \/>\nAutor <noindex><a rel=\"nofollow\" href=\"https:\/\/twitter.com\/th3st0rmtr00p3r\">th3st0rmtr00p3r<\/a><\/noindex><\/p>\n<p>* SBC \u2014 Kompjuter me Pllak\u00eb t\u00eb Vetme<\/p>\n<p>Qasja e bashk\u00ebthemeluesit t\u00eb Rancher Labs dhe autorit t\u00eb k3s nuk e la indiferent.<\/p>\n<p><img decoding=\"async\" alt=\"Turing Pi \u2014 plaka klasteri p\u00ebr aplikacione dhe sh\u00ebrbime t\u00eb vet\u00eb-hostuara\" src=\"\/wp-content\/uploads\/2020\/10\/12083ea724d492322ecb2d0e8c10dad6.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nPas k\u00ebsaj, m\u00eb shum\u00eb rreth blloqeve nd\u00ebrtuese.<\/p>\n<h2>Moduli P\u00ebrpunues (Compute Module)<\/h2>\n<p>\nP\u00ebr t\u00eb verifikuar konceptin ne zgjodh\u00ebm Raspberry Pi Compute Module, kjo \u00ebsht\u00eb konfigurimi ideal p\u00ebr nisje. Komuniteti RPi \u00ebsht\u00eb aktiv, nuk ka probleme me softin, moduli vet\u00eb n\u00eb formatin SO-DIMM (6 x 3 cm), \u00ebsht\u00eb ekonomik, p\u00ebrmban nj\u00eb CPU me 4 b\u00ebrtha, 1 GB RAM dhe opcionalisht memorie flash 8, 16 ose 32 GB p\u00ebr OS dhe nevoja t\u00eb tjera sistemike. Nj\u00eb format i till\u00eb shpesh p\u00ebrdoret n\u00eb zgjidhjet industriale IoT.<\/p>\n<p><b>Raspberry Pi 1\/3\/3+ Moduli i P\u00ebrpunimit<\/b><\/p>\n<p><img decoding=\"async\" alt=\"Turing Pi \u2014 plaka klasteri p\u00ebr aplikacione dhe sh\u00ebrbime t\u00eb vet\u00eb-hostuara\" src=\"\/wp-content\/uploads\/2020\/10\/58657512c719e19fbb88f6773fdac8c5.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nPor modeli CM3 ka edhe kufizime t\u00eb r\u00ebnd\u00ebsishme \u2014 max. 1 GB RAM dhe Ethernet p\u00ebrmes HUB USB me sh brendore deri n\u00eb 100 Mbps. Prandaj, versioni i dyt\u00eb Turing do t\u00eb mb\u00ebshtes\u00eb Raspberry Pi 4 dhe deri n\u00eb 8 GB memorie RAM p\u00ebr modul. M\u00eb posht\u00eb \u00ebsht\u00eb nj\u00eb shembull i moduleve Nvidia Jetson p\u00ebr detyra t\u00eb P\u00ebrpunimit t\u00eb Acceleruar. Mund t\u00eb ket\u00eb mb\u00ebshtetje p\u00ebr to n\u00eb versionin e dyt\u00eb, n\u00ebse ne zgjidhim disa \u00e7\u00ebshtje teknike, at\u00ebher\u00eb mund t\u00eb kombinoni modulet.<\/p>\n<p><b>Modulet e Computimit Nvidia Jetson<\/b><\/p>\n<p><img decoding=\"async\" alt=\"Turing Pi \u2014 plaka klasteri p\u00ebr aplikacione dhe sh\u00ebrbime t\u00eb vet\u00eb-hostuara\" src=\"\/wp-content\/uploads\/2020\/10\/4b61d9ffc55a3a66f2b91960a5ac13fb.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nN\u00eb modulet ndodhet mund\u00ebsia m\u00eb e r\u00ebnd\u00ebsishme, q\u00eb n\u00eb shikim t\u00eb par\u00eb nuk \u00ebsht\u00eb e dukshme. Mund\u00ebsia p\u00ebr t\u00eb krijuar module t\u00eb tjera n\u00eb nj\u00eb format t\u00eb ngjash\u00ebm me nj\u00eb grup t\u00eb ndrysh\u00ebm CPU, RAM dhe eMMC p\u00ebr tipa t\u00eb ndrysh\u00ebm detyrash nga p\u00ebrpunimi i p\u00ebrgjithsh\u00ebm deri te t\u00eb dh\u00ebnat intensive p\u00ebr m\u00ebsimin e makinerive. Kjo \u00ebsht\u00eb shum\u00eb e ngjashme me instancat AWS EC2, por vet\u00ebm p\u00ebr edge. Megjithat\u00eb, blloku i grumbullit mbetet i pandryshuesh\u00ebm ose me ndryshime t\u00eb vogla.<\/p>\n<h2>Pllaka Klastri (Clusterboard)<\/h2>\n<p>\nAjo mund t\u00eb quhet gjithashtu pllak\u00eb am\u00eb ose pllak\u00eb baz\u00eb, nj\u00eb drejtim mjaft i ri dhe prodhues t\u00eb till\u00eb zgjidhjesh sot nuk ka shum\u00eb dhe jan\u00eb ende n\u00eb nj\u00eb nivel fillestar, midis tyre Pine64, MiniNodes, Clover Pi, Bitscope Blade, PicoCluster (grumbuj SBC). Blloku i grumbullit lidh modulet me nj\u00eb rrjet, siguron energji dhe ofron nj\u00eb shtrat menaxhimi t\u00eb grumbullit (Cluster Management Bus); t\u00eb pakt\u00ebn ne vendos\u00ebm t\u00eb shtojm\u00eb k\u00ebt\u00eb shtrat dhe duket se \u00ebsht\u00eb pranuar mir\u00eb.<\/p>\n<p>Front<br \/>\n<img decoding=\"async\" alt=\"Turing Pi \u2014 plaka klasteri p\u00ebr aplikacione dhe sh\u00ebrbime t\u00eb vet\u00eb-hostuara\" src=\"\/wp-content\/uploads\/2020\/10\/8f0ed7bd0124480a140862f1615cea3f.png\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Back<br \/>\n<img decoding=\"async\" alt=\"Turing Pi \u2014 plaka klasteri p\u00ebr aplikacione dhe sh\u00ebrbime t\u00eb vet\u00eb-hostuara\" src=\"\/wp-content\/uploads\/2020\/10\/f7df01e8cb6e84bf244eee249dd60ada.png\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Bandwidth-i i Bllokut t\u00eb Pasm\u00eb 12 Gbps<br \/>\nSlotet SD p\u00ebr modulet pa eMMC, p\u00ebr shembull, mund t\u00eb mbani disa module me SD p\u00ebr qasje t\u00eb shpejt\u00eb n\u00eb t\u00eb dh\u00ebnat e nod\u00ebs<\/p>\n<p>\u0412 \u043e\u0441\u043d\u043e\u0432\u0435 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u043d\u043e\u0439 \u043f\u043b\u0430\u0442\u044b \u043b\u0435\u0436\u0438\u0442 \u043c\u0438\u043a\u0440\u043e\u0441\u0445\u0435\u043c\u0430 switch \u0434\u043b\u044f \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u044f \u0441\u0435\u0442\u0435\u0432\u043e\u0433\u043e \u0441\u043e\u0435\u0434\u0438\u043d\u0435\u043d\u0438\u044f \u043c\u043e\u0434\u0443\u043b\u0435\u0439 \u0438 \u0432\u044b\u0445\u043e\u0434\u0430 \u0432\u043e \u0432\u043d\u0435\u0448\u043d\u044e\u044e \u0441\u0435\u0442\u044c. \u0412 \u0442\u0435\u043a\u0443\u0449\u0435\u0439 \u0432\u0435\u0440\u0441\u0438\u0438 \u043c\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c unmanaged switch \u0442.\u043a. \u043d\u0435 \u0431\u044b\u043b\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u043f\u0440\u043e\u0432\u043e\u0434\u0438\u0442\u044c \u043f\u043e\u043b\u043d\u043e\u0446\u0435\u043d\u043d\u044b\u0439 R&#038;D, \u043d\u043e \u043a\u043e \u0432\u0442\u043e\u0440\u043e\u0439 \u0432\u0435\u0440\u0441\u0438\u0438 \u043c\u044b \u0432\u044b\u0431\u0440\u0430\u043b\u0438 \u043d\u0435\u043f\u043b\u043e\u0445\u043e\u0439 managed switch. \u0412\u043e\u0437\u043c\u043e\u0436\u043d\u0430 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044f \u0432 \u0440\u0435\u0436\u0438\u043c\u0435 \u2018\u043c\u0430\u0441\u0442\u0435\u0440 \u043d\u043e\u0434\u0430 \u043a\u0430\u043a \u0440\u043e\u0443\u0442\u0435\u0440\u2019 \u0434\u043b\u044f \u0440\u0430\u0437\u0434\u0430\u0447\u0438 \u0441\u0435\u0442\u0438 \u043d\u0430 \u043f\u043b\u0430\u0442\u0443, \u044d\u0442\u043e \u0435\u0441\u043b\u0438 \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0431\u043e\u043b\u0435\u0435 \u0432\u044b\u0441\u043e\u043a\u0438\u0439 \u0443\u0440\u043e\u0432\u0435\u043d\u044c \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438 \u0438 \u0438\u0437\u043e\u043b\u044f\u0446\u0438\u0438 \u0432\u043e\u0440\u043a\u0435\u0440\u043e\u0432 \u043e\u0442 \u0434\u043e\u0441\u0442\u0443\u043f\u0430 \u0438\u0437\u0432\u043d\u0435, \u0432 \u0442\u0430\u043a\u043e\u043c \u0441\u043b\u0443\u0447\u0430\u0435 \u043d\u0430 \u043c\u0430\u0441\u0442\u0435\u0440 \u043d\u043e\u0434\u0435 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0442\u0430\u043a\u0436\u0435 \u0434\u0435\u0440\u0436\u0430\u0442\u044c DHCP \u0441\u0435\u0440\u0432\u0435\u0440.<\/p>\n<h2>Aplikimi<\/h2>\n<p>\nVersioni aktual \u00ebsht\u00eb eksperimental dhe ne e pozicionojm\u00eb at\u00eb si nj\u00eb zgjidhje fillestare p\u00ebr t\u00eb studiuar se \u00e7far\u00eb jan\u00eb grumbujt, p\u00ebr t\u00eb punuar me softuerin ose si nj\u00eb testim hipotezash n\u00eb organizata, k\u00ebrkimin e ideve t\u00eb reja, n\u00eb p\u00ebrgjith\u00ebsi nj\u00eb version Lite.<\/p>\n<p>P\u00ebr t\u00eb filluar, ne rekomandojm\u00eb serin\u00eb nga i mrekullueshmi Jeff Geerling, i cili lexoi p\u00ebr ne n\u00eb Y Combinator, ai \u00ebsht\u00eb autori i bestselerit Ansible for DevOps. Ai ishte kaq i inspiruar sa b\u00ebri nj\u00eb p\u00ebrmbledhje 6-serie duke filluar nga idea e grumbullimit n\u00eb t\u00ebr\u00ebsi deri te shembujt praktik\u00eb t\u00eb pun\u00ebs me pllak\u00ebn, studimin e Kubernetes dhe cilat programe mund t\u00eb instalohen.<\/p>\n<p><b>Seria p\u00ebr instalimin e k3s n\u00eb grumbull.<\/b><br \/>\n<center><div class=\"youtube-placeholder\" data-id=\"N4bfNefjBSw\" onclick=\"loadVideo(this)\">\r\n        <img decoding=\"async\" src=\"https:\/\/img.youtube.com\/vi\/N4bfNefjBSw\/hqdefault.jpg\" alt=\"Luaj videon\" loading=\"lazy\" width=\"480\" height=\"360\" style=\"width:100%;height:auto;\">\r\n        <div class=\"play-button\"><\/div>\r\n    <\/div><\/center><\/p>\n<p>N\u00eb p\u00ebrgjith\u00ebsi, rekomandoj t\u00eb filloni me t\u00eb par\u00ebn, aty ka p\u00ebrmbajtje rreth grumbullimit dhe Kubernetes n\u00eb nj\u00eb gjuh\u00eb t\u00eb kuptueshme. Dhe pak imazhe nga komuniteti.<\/p>\n<p><img decoding=\"async\" alt=\"Turing Pi \u2014 plaka klasteri p\u00ebr aplikacione dhe sh\u00ebrbime t\u00eb vet\u00eb-hostuara\" src=\"\/wp-content\/uploads\/2020\/10\/a580216fd1282feb9a9ebc4103efacab.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<\/p>\n<h2>\u00c7far\u00eb ndodh m\u00eb tej?<\/h2>\n<p>\nS\u00eb pari, shpresoj se ishte interesante. Ky \u00ebsht\u00eb p\u00ebrmbajtje krejt\u00ebsisht origjinale, nj\u00eb p\u00ebrpjekje p\u00ebr t\u00eb shikuar p\u00ebrtej horizontit. S\u00eb dyti, kam n\u00eb plan t\u00eb shkruaj nj\u00eb pjes\u00eb t\u00eb dyt\u00eb p\u00ebr dizajnimin e Turing V2. Si ndodhi k\u00ebrkimi i produktit, arsyetimet logjike, k\u00ebrkimi i karakteristikave kryesore q\u00eb jan\u00eb t\u00eb r\u00ebnd\u00ebsishme. Artikulli do t\u00eb p\u00ebrmbaj\u00eb skica t\u00eb produktit nga m\u00eb t\u00eb hershmet deri te ato p\u00ebrfundimtare. Artikulli i dyt\u00eb do t\u00eb jet\u00eb ve\u00e7an\u00ebrisht interesant p\u00ebr produktolog\u00ebt, ata q\u00eb jan\u00eb p\u00ebrgjegj\u00ebs p\u00ebr produktet dhe zhvillimin e tyre n\u00eb kompani.<\/p>\n<p>Dhe m\u00eb s\u00eb shumti, do t\u00eb ket\u00eb me t\u00eb v\u00ebrtet\u00eb nj\u00eb lexim t\u00eb gjat\u00eb.<br \/>\n<br \/>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/523798\/\">habr.com<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>Turing Pi \u044d\u0442\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0434\u043b\u044f self-hosted \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u043e\u0435 \u043f\u043e \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u0443 rack \u0441\u0442\u043e\u0435\u043a \u0432 \u0434\u0430\u0442\u0430 \u0446\u0435\u043d\u0442\u0440\u0435, \u0442\u043e\u043b\u044c\u043a\u043e \u043d\u0430 \u043a\u043e\u043c\u043f\u0430\u043a\u0442\u043d\u043e\u0439 \u043c\u0430\u0442\u0435\u0440\u0438\u043d\u0441\u043a\u043e\u0439 \u043f\u043b\u0430\u0442\u0435. \u0420\u0435\u0448\u0435\u043d\u0438\u0435 \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043e \u043d\u0430 \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0435 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e\u0439 \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0434\u043b\u044f \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e\u0439 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0438 \u0445\u043e\u0441\u0442\u0438\u043d\u0433\u0430 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u0438 \u0441\u0435\u0440\u0432\u0438\u0441\u043e\u0432. \u0412\u043e\u043e\u0431\u0449\u0435\u043c \u044d\u0442\u043e \u043a\u0430\u043a AWS EC2 \u0442\u043e\u043b\u044c\u043a\u043e \u0434\u043b\u044f edge. \u041c\u044b \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0430\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432 \u0440\u0435\u0448\u0438\u043b\u0438 \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0434\u043b\u044f \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f bare-metal \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u043e\u0432 \u0432 edge [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":97404,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-97403","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-administrirovanie"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" 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