{"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 nj\u00eb bord klaster p\u00ebr aplikacione dhe sh\u00ebrbime t\u00eb vet\u00eb-hostuara","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

\"Turing
\n
\nTuring Pi \u00ebsht\u00eb nj\u00eb zgjidhje p\u00ebr aplikacione t\u00eb vet\u00eb-hostuara e nd\u00ebrtuar sipas parimit t\u00eb rafteve n\u00eb qendra t\u00eb t\u00eb dh\u00ebnave, por n\u00eb nj\u00eb pllak\u00eb kompakte. Zgjidhja \u00ebsht\u00eb e orientuar p\u00ebr nd\u00ebrtimin e infrastruktur\u00ebs lokale p\u00ebr zhvillimin lokal dhe hostingun e aplikacioneve dhe sh\u00ebrbimeve. N\u00eb p\u00ebrgjith\u00ebsi, kjo \u00ebsht\u00eb si AWS EC2, por p\u00ebr edge.<\/p>\n

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 klaster\u00ebve bare-metal n\u00eb edge dhe e em\u00ebrtuam projektin Turing Pi. Produkti filloi nga \u2018krah\u00ebt\u2019, por tani p\u00ebr provat e koncepteve t\u00eb tij \u00ebsht\u00eb porositur nga departamentet e zhvillimeve n\u00eb Red Hat, Rancher (SUSE), Toyota Connected, Sony, Electrolux, Facebook, dhe po fitojm\u00eb nj\u00eb audienc\u00eb prej 10K zhvilluesish. <\/p>\n

Por gjith\u00e7ka filloi me nj\u00eb zbulim.
\n<\/a><\/noindex><\/p>\n

Zbulimi i produktit<\/h2>\n

\nDikur kam b\u00ebr\u00eb nj\u00eb zbulim p\u00ebr veten time q\u00eb ne nuk 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 marr\u00eb vetit\u00eb e reja t\u00eb produkteve ose zbulojm\u00eb ligje dhe pastaj i kombinojm\u00eb p\u00ebrs\u00ebri. Nuk \u00ebsht\u00eb e mundur t\u00eb shpik\u00ebsh asgj\u00eb, por mund t\u00eb zbulohet gjat\u00eb hulumtimit. Sipas mendimit tim, shpikja \u00ebsht\u00eb nj\u00eb rezultat i v\u00ebzhgimeve t\u00eb vazhdueshme, eksperimentimeve dhe k\u00ebrkimeve + kombinimi i dijes.<\/p>\n

Gjat\u00eb nj\u00eb dekade t\u00eb kaluar, kam v\u00ebzhguar se si po rritet l\u00ebvizja amatore homelab (burim subreddit<\/a><\/noindex>), self-hosted (burimet subreddit<\/a><\/noindex> dhe awesome-selfhosted<\/a><\/noindex>), kompjuter\u00ebt me nj\u00eb pllak\u00eb, si rritet interesi p\u00ebr t\u00eb filluar kontejner\u00eb n\u00eb kompjuter\u00ebt me nj\u00eb pllak\u00eb si Raspberry Pi, rritet l\u00ebvizja q\u00eb po ndan klaster\u00eb nga kompjuter\u00ebt me nj\u00eb pllak\u00eb. Gradualisht atje po arrin dhe ideja e Kubernetes. Ka dal\u00eb tashm\u00eb nj\u00eb version i leht\u00eb i tij, k3s, i orientuar p\u00ebr Edge\/IOT. Nj\u00eb rrjet i madh restorantesh me sh\u00ebrbim t\u00eb shpejt\u00eb, Chick-fil-A, jan\u00eb disa nga t\u00eb parat n\u00eb bot\u00eb q\u00eb vendos\u00ebn klaster\u00eb Kubernetes n\u00eb kuzhinat e tyre. kubectl make me a sandwich<\/a><\/noindex>. <\/p>\n

E shoh k\u00ebt\u00eb si nj\u00eb top bore, si nj\u00eb teknologji q\u00eb p\u00ebrfshin tjet\u00ebr\u00ebn, duke krijuar nj\u00eb sistem m\u00eb kompleks. N\u00eb t\u00eb nj\u00ebjt\u00ebn koh\u00eb, nuk ka asnj\u00eb kaos, m\u00eb shum\u00eb duket si nj\u00eb fraktal i teknologjive. N\u00eb nj\u00eb nga momentet mjaft t\u00eb komplikuara p\u00ebr mua n\u00eb jet\u00ebn time, pash\u00eb vler\u00ebn n\u00eb klaster\u00ebt q\u00eb mblidhen nga kompjuter\u00ebt me nj\u00eb pllak\u00eb nga zhvillues t\u00eb amator\u00eb dhe fillova t\u00eb punoj mbi krijimin e nj\u00eb pllake klasteri.<\/p>\n

Sot, pllaka jon\u00eb klaster \u00ebsht\u00eb shum\u00eb e thjesht\u00eb dhe n\u00eb radh\u00eb t\u00eb par\u00eb \u00ebsht\u00eb e orientuar ndaj atyre q\u00eb duan teknologjit\u00eb cloud native, t\u00eb studiosh t\u00eb reja, t\u00eb eksperimentosh.<\/p>\n

Blloqet Nd\u00ebrtuese (Building Blocks)<\/h2>\n

\nK\u00ebshtu, \u00e7far\u00eb p\u00ebrfaq\u00ebson zgjidhja, cila \u00ebsht\u00eb thelbi. Thelbi q\u00ebndron n\u00eb ofrimin e nj\u00eb nd\u00ebrtuesi, blloqeve nd\u00ebrtimore (Building Blocks) nga t\u00eb cilat mund t\u00eb nd\u00ebrtohet nj\u00eb infrastruktur\u00eb edge m\u00eb lir\u00eb se n\u00eb serverat klasik\u00eb, t\u00eb l\u00ebvizshme pa kuti metalike t\u00eb r\u00ebnd\u00eb, jo t\u00eb k\u00ebrkuara p\u00ebr kushte t\u00eb ve\u00e7anta t\u00eb p\u00ebrdorimit si\u00e7 jan\u00eb ato t\u00eb server\u00ebve, energji-efikase, t\u00eb standardizuara n\u00eb aspektin e moduleve dhe me mund\u00ebsin\u00eb e shkall\u00ebzimit t\u00eb shpejt\u00eb n\u00eb dhjet\u00ebra dhe qindra nj\u00ebsish llogarit\u00ebse (procesor\u00eb).<\/p>\n

Board Klust\u00ebr (Clusterboard)<\/b><\/p>\n

Mini ITX board lidh disa modulet e llogaritjes p\u00ebrmes nj\u00eb rrjeti n\u00eb bord, ofron nd\u00ebrfaqe periferike dhe kontroll mbi modulet<\/p>\n

Moduli i Llogaritjes (Compute Module)<\/b><\/p>\n

Nj\u00eb bord n\u00eb form\u00ebn SO-DIMM q\u00eb p\u00ebrmban nj\u00eb procesor dhe memorie RAM, opcionalisht memorie flash p\u00ebr ruajtjen e sistemit operativ<\/p>\n

\"Turing
\nNj\u00eb nga konfigurimet e projektuara t\u00eb versionit Turing V2<\/p>\n

\"Turing<\/p>\n

Duke kombinuar bordin e klustrit dhe modul\u00ebt e llogaritjes, \u00ebsht\u00eb leht\u00eb t\u00eb krijohet nj\u00eb infrastruktur\u00eb, p\u00ebr shembull, me 20+ procesor\u00eb (shembuj m\u00eb posht\u00eb), t\u00eb heshtura dhe me konsum t\u00eb ul\u00ebt energjie. Vet\u00eb bordi i klustrit rrit efikasitetin e v\u00ebllimit t\u00eb p\u00ebrdorur. Shembuj t\u00eb klustreve p\u00ebr krahasim<\/p>\n

T\u00eb bazuara n\u00eb SBC*
\n\"Turing
\n24 CPU t\u00eb
\nAutori Afkham Azeez<\/p>\n

Turing Pi t\u00eb bazuara
\n\"Turing
\n21 CPU t\u00eb
\nAutori th3st0rmtr00p3r<\/a><\/noindex><\/p>\n

* SBC \u2014 Kompjuter i Pjes\u00ebs s\u00eb Vetme (Single Board Computer)<\/p>\n

Ko-fondatori i Rancher Labs dhe autori i k3s, ky qasje nuk e la indiferent<\/p>\n

\"Turing
\n
\nMe pas m\u00eb shum\u00eb detaje p\u00ebr blloket nd\u00ebrtuese.<\/p>\n

Moduli i Llogaritjes (Compute Module)<\/h2>\n

\nP\u00ebr t\u00eb verifikuar konceptin, ne zgjodh\u00ebm Raspberry Pi Compute Module, kjo \u00ebsht\u00eb konfigurata perfekte p\u00ebr fillim. Komuniteti RPi \u00ebsht\u00eb aktiv, nuk ka probleme me softin, moduli vet\u00eb \u00ebsht\u00eb n\u00eb formatin SO-DIMM (6 x 3 cm), \u00ebsht\u00eb ekonomik, p\u00ebrmban nj\u00eb procesor 4-core, 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

Raspberry Pi 1\/3\/3+ Moduli i Llogaritjes<\/b><\/p>\n

\"Turing
\n
\nPor modeli CM3 ka edhe disa kufizime t\u00eb r\u00ebnda \u2014 max. 1 GB RAM dhe Ethernet p\u00ebrmes USB HUB me maksimumin 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 Llogaritjes t\u00eb Acceleruar. Mund\u00ebsisht, do t\u00eb ket\u00eb mb\u00ebshtetje p\u00ebr to n\u00eb versionin e dyt\u00eb, n\u00ebse zgjidhim disa probleme teknike, at\u00ebher\u00eb mund t\u00eb p\u00ebrziejm\u00eb modulet.<\/p>\n

Module t\u00eb Llogaritjes Nvidia Jetson<\/b><\/p>\n

\"Turing
\n
\nModulet kan\u00eb mund\u00ebsin\u00eb m\u00eb t\u00eb r\u00ebnd\u00ebsishme, q\u00eb n\u00eb pamje 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 lloje t\u00eb ndryshme detyrash nga computimi t\u00eb p\u00ebrgjithsh\u00ebm deri te llogaritjet intensive t\u00eb m\u00ebsimit makinerik. Kjo \u00ebsht\u00eb shum\u00eb e ngjashme me instancat AWS EC2, por vet\u00ebm p\u00ebr edge. Nd\u00ebrkoh\u00eb, plaka e klustrit mbetet e pandryshuar ose me ndryshime t\u00eb vogla.<\/p>\n

Board Klust\u00ebr (Clusterboard)<\/h2>\n

\nAjo gjithashtu mund t\u00eb quhet plaka n\u00ebn\u00ebs ose plaka baz\u00eb; \u00ebsht\u00eb nj\u00eb drejtim mjaft i ri dhe t\u00eb prodhuesve t\u00eb zgjidhjeve t\u00eb tilla sot nuk ka shum\u00eb, dhe akoma jan\u00eb n\u00eb nj\u00eb faz\u00eb fillestare; mes tyre jan\u00eb Pine64, MiniNodes, Clover Pi, Bitscope Blade, PicoCluster (klaster SBC). Plaka e klustrit bashkon modulet p\u00ebrmes nj\u00eb rrjeti, siguron energji dhe ofron nj\u00eb autobus menaxhimi t\u00eb klustrit (Cluster Management Bus), t\u00eb pakt\u00ebn ne vendos\u00ebm ta shtojm\u00eb k\u00ebt\u00eb autobus dhe duket se ka arritur sukses.<\/p>\n

Para
\n\"Turing<\/p>\n

Kthehu
\n\"Turing<\/p>\n

Bandwidth Backplane 12 Gbps
\nSD slotet p\u00ebr modulet pa eMMC, p\u00ebr shembull, mund t\u00eb mbash disa module me SD p\u00ebr qasje t\u00eb shpejt\u00eb n\u00eb t\u00eb dh\u00ebnat e nodit.<\/p>\n

N\u00eb baz\u00eb t\u00eb bordit t\u00eb klasterit ndodhet nj\u00eb \u00e7ip switch p\u00ebr t\u00eb siguruar lidhjen rrjetore t\u00eb moduleve dhe qasjen n\u00eb rrjetin e jasht\u00ebm. N\u00eb versionin aktual, ne p\u00ebrdorim nj\u00eb unmanaged switch pasi nuk kishte koh\u00eb p\u00ebr t\u00eb kryer nj\u00eb R&D t\u00eb plota, por p\u00ebr versionin e dyt\u00eb kemi zgjedhur nj\u00eb managed switch t\u00eb mir\u00eb. \u00cbsht\u00eb e mundur konfigurimi n\u00eb modin 'master node si router' p\u00ebr shp\u00ebrndarjen e rrjetit n\u00eb bord, kjo n\u00ebse k\u00ebrkohet nj\u00eb nivel m\u00eb i lart\u00eb sigurie dhe izolimi t\u00eb punonj\u00ebsve nga qasja e jashtme, n\u00eb at\u00eb rast n\u00eb master node duhet gjithashtu t\u00eb mbajm\u00eb nj\u00eb server DHCP.<\/p>\n

P\u00ebrdorimi<\/h2>\n

\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 klasteret, p\u00ebr t\u00eb punuar me softuerin ose si nj\u00eb prov\u00eb hipotezash n\u00eb organizata, gjetjen e ideve t\u00eb reja; p\u00ebrgjith\u00ebsisht nj\u00eb version Lite.<\/p>\n

P\u00ebr t\u00eb filluar, ne rekomandojm\u00eb serin\u00eb nga i shk\u00eblqyeri Jeff Geirling, i cili lexoi p\u00ebr ne n\u00eb Y Combinator; ai \u00ebsht\u00eb autori i bestsellerit Ansible for DevOps. Ai u frym\u00ebzua aq shum\u00eb sa b\u00ebri nj\u00eb seri me 6 episode duke filluar nga ideja e klasterizimit n\u00eb t\u00ebr\u00ebsi deri te shembujt praktik\u00eb t\u00eb pun\u00ebs me plaka, studimi i Kubernetes dhe cili soft mund t\u00eb instalohet.<\/p>\n

Seria mbi instalimin e k3s n\u00eb klaster<\/b>
\n

\r\n \"Luaj\r\n
<\/div>\r\n <\/div><\/center><\/p>\n

N\u00eb t\u00eb v\u00ebrtet\u00eb, rekomandoj t\u00eb fillosh nga e para, aty \u00ebsht\u00eb gjithashtu p\u00ebr klasterizimin dhe Kubernetes n\u00eb nj\u00eb gjuh\u00eb t\u00eb kuptueshme. Dhe pak imazhe nga komuniteti.<\/p>\n

\"Turing
\n<\/p>\n

\u00c7far\u00eb ndodh m\u00eb tej?<\/h2>\n

\nS\u00eb pari, shpresoj shum\u00eb se ka qen\u00eb interesante. Kjo \u00ebsht\u00eb nj\u00eb p\u00ebrmbajtje krejt\u00ebsisht autoriale, nj\u00eb p\u00ebrpjekje p\u00ebr t\u00eb par\u00eb p\u00ebrtej horizontit. S\u00eb dyti, planifikoj t\u00eb shkruaj nj\u00eb pjes\u00eb t\u00eb dyt\u00eb mbi projektimin e Turing V2. Si ndodhi k\u00ebrkimi p\u00ebr produktin, arsyetimet logjike, k\u00ebrkimet p\u00ebr ve\u00e7orit\u00eb 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 tek ato p\u00ebrfundimtare. Artikulli i dyt\u00eb do t\u00eb jet\u00eb ve\u00e7an\u00ebrisht interesante p\u00ebr produktolog\u00ebt, ata q\u00eb jan\u00eb p\u00ebrgjegj\u00ebs p\u00ebr produktet dhe zhvillimin e tyre n\u00eb kompani.<\/p>\n

Dhe me shum\u00eb gjasa do t\u00eb jet\u00eb n\u00eb t\u00eb v\u00ebrtet\u00eb nj\u00eb long read.
\n
Burimi: habr.com<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

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 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