{"id":33434,"date":"2019-10-31T21:52:33","date_gmt":"2019-10-31T18:52:33","guid":{"rendered":"https:\/\/prohoster.info\/blog\/kak-rabotaet-szhatie-v-obektno-orientirovannoj-arhitekture-pamyati\/"},"modified":"2019-10-31T21:52:33","modified_gmt":"2019-10-31T18:52:33","slug":"kak-rabotaet-szhatie-v-obektno-orientirovannoj-arhitekture-pamyati","status":"publish","type":"post","link":"https:\/\/prohoster.info\/hu\/blog\/administrirovanie\/kak-rabotaet-szhatie-v-obektno-orientirovannoj-arhitekture-pamyati","title":{"rendered":"Hogyan m\u0171k\u00f6dik a t\u00f6m\u00f6r\u00edt\u00e9s az objektum-orient\u00e1lt mem\u00f3riarchitekt\u00far\u00e1ban","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>A MIT m\u00e9rn\u00f6ki csapata egy objektum-orient\u00e1lt mem\u00f3riahierarchi\u00e1t fejlesztett ki a hat\u00e9konyabb adathaszn\u00e1lat \u00e9rdek\u00e9ben. A cikkben megvizsg\u00e1ljuk, hogyan m\u0171k\u00f6dik ez.<\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/1cloud\/blog\/451356\/\"><img decoding=\"async\" alt=\"Hogyan m\u0171k\u00f6dik a t\u00f6m\u00f6r\u00edt\u00e9s az objektum-orient\u00e1lt mem\u00f3riarchitekt\u00far\u00e1ban\" src=\"\/wp-content\/uploads\/2019\/05\/a868d6b2ce7268a09551659ee134b36f.png\" style=\"display:block;margin: 0 auto;\" \/><\/a><\/noindex><noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><br \/>\n<i>\/ <noindex>PxHere<\/noindex> \/ PD<\/i><\/p>\n<p>Ismert, hogy a modern CPU-k teljes\u00edtm\u00e9ny\u00e9nek n\u00f6veked\u00e9se nem j\u00e1r egy\u00fctt az mem\u00f3riahozz\u00e1f\u00e9r\u00e9s k\u00e9sleltet\u00e9s\u00e9nek megfelel\u0151 cs\u00f6kken\u00e9s\u00e9vel. Az \u00e9vr\u0151l \u00e9vre v\u00e1ltoz\u00f3 mutat\u00f3k elt\u00e9r\u00e9se ak\u00e1r t\u00edzszeres is lehet (<noindex><a rel=\"nofollow\" href=\"http:\/\/aircconline.com\/ijcsit\/V9N2\/9217ijcsit14.pdf\">PDF, 3. oldal<\/a><\/noindex>). Ennek eredm\u00e9nyek\u00e9nt sz\u0171k keresztmetszet alakul ki, amely megakad\u00e1lyozza az er\u0151forr\u00e1sok teljes kihaszn\u00e1l\u00e1s\u00e1t \u00e9s lelass\u00edtja az adatok feldolgoz\u00e1s\u00e1t.<\/p>\n<p>A teljes\u00edtm\u00e9nycs\u00f6kken\u00e9st a dekompresszi\u00f3s k\u00e9sleltet\u00e9s okozza. N\u00e9ha ak\u00e1r 64 processzor ciklus is sz\u00fcks\u00e9ges lehet az adatok el\u0151zetes dekompresszi\u00f3j\u00e1hoz. <\/p>\n<p>\u00d6sszehasonl\u00edt\u00e1sk\u00e9ppen: a lebeg\u0151pontos sz\u00e1mok \u00f6sszead\u00e1sa \u00e9s szorz\u00e1sa <noindex><a rel=\"nofollow\" href=\"http:\/\/ithare.com\/wp-content\/uploads\/part101_infographics_v08.png\">legfeljebb<\/a><\/noindex> t\u00edz ciklusba telik. A probl\u00e9ma az, hogy a mem\u00f3ria r\u00f6gz\u00edtett m\u00e9ret\u0171 adathalmokkal dolgozik, m\u00edg az alkalmaz\u00e1sok v\u00e1ltoz\u00f3 m\u00e9ret\u0171 \u00e9s elt\u00e9r\u0151 t\u00edpus\u00fa objektumokkal oper\u00e1lnak. A helyzet megold\u00e1s\u00e1ra a MIT m\u00e9rn\u00f6kei objektum-orient\u00e1lt mem\u00f3riahierarchi\u00e1t fejlesztettek ki, amely optimaliz\u00e1lja az adatok feldolgoz\u00e1s\u00e1t.<\/p>\n<h2>Hogyan m\u0171k\u00f6dik a technol\u00f3gia<\/h2>\n<p>\nA megold\u00e1s h\u00e1rom technol\u00f3gi\u00e1ra \u00e9p\u00fcl: Hotpads, Zippads \u00e9s a COCO t\u00f6m\u00f6r\u00edt\u00e9si algoritmusra.<\/p>\n<p>A Hotpads egy programoz\u00e1s \u00e1ltal vez\u00e9relt ak\u00e1rhagyma-nyerezenet (<noindex><a rel=\"nofollow\" href=\"https:\/\/en.wikipedia.org\/wiki\/Scratchpad_memory\">scratchpad<\/a><\/noindex>). Ezeket a regisztereket p\u00e1doknak (pads) h\u00edvj\u00e1k, \u00e9s h\u00e1rom szinten L1-t\u0151l L3-ig tal\u00e1lhat\u00f3k. Ezen p\u00e1dokban k\u00fcl\u00f6nb\u00f6z\u0151 m\u00e9ret\u0171 objektumok, metaadatok \u00e9s pointerek t\u00f6mbjei t\u00e1rol\u00f3dnak.<\/p>\n<p>L\u00e9nyeg\u00e9ben az architekt\u00fara egy cache-rendszert k\u00e9pvisel, amely az objektumok kezel\u00e9s\u00e9re specializ\u00e1lt. Az a szint, ahol az objektum tal\u00e1lhat\u00f3, att\u00f3l f\u00fcgg, hogy milyen gyakran haszn\u00e1lj\u00e1k. Ha az egyik szint \"t\u00falterhel\u0151dik\", a rendszer egy olyan mechanizmust ind\u00edt el, amely hasonl\u00f3 a Java vagy Go nyelvek \"garbage collector\" - h\u00e9z\u00e9seihez. Ez elemzi, hogy mely objektumokat haszn\u00e1lj\u00e1k a legkev\u00e9sb\u00e9, \u00e9s automatikusan \u00e1thelyezi azokat a szintek k\u00f6z\u00f6tt.<\/p>\n<blockquote><p>A Zippads a Hotpads alapj\u00e1n m\u0171k\u00f6dik - archiv\u00e1lja \u00e9s dearchiv\u00e1lja az adatokat, amelyek a hierarchia utols\u00f3 k\u00e9t szintj\u00e9r\u0151l - az L3 p\u00e1d \u00e9s a f\u0151 mem\u00f3ria - \u00e9rkeznek vagy t\u00e1voznak. Az els\u0151 \u00e9s m\u00e1sodik p\u00e1dokon az adatok v\u00e1ltozatlan form\u00e1ban t\u00e1rol\u00f3dnak.<\/p><\/blockquote>\n<p>\n <img decoding=\"async\" alt=\"Hogyan m\u0171k\u00f6dik a t\u00f6m\u00f6r\u00edt\u00e9s az objektum-orient\u00e1lt mem\u00f3riarchitekt\u00far\u00e1ban\" src=\"\/wp-content\/uploads\/2019\/05\/3a4ee154cc1db4c9c5a30c668a6f9eff.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nA Zippads t\u00f6m\u00f6r\u00edti azokat az objektumokat, amelyek m\u00e9rete nem haladja meg a 128 b\u00e1jtot. A nagyobb objektumok darabokra oszlanak, amelyeket k\u00fcl\u00f6nb\u00f6z\u0151 mem\u00f3riahelyeken t\u00e1rolnak. A fejleszt\u0151k szerint ez a megk\u00f6zel\u00edt\u00e9s n\u00f6veli a hat\u00e9konyan felhaszn\u00e1lhat\u00f3 mem\u00f3ria ar\u00e1ny\u00e1t.<\/p>\n<p>Az objektumok t\u00f6m\u00f6r\u00edt\u00e9s\u00e9re a COCO (Cross-Object COmpression) algoritmus haszn\u00e1latos, amelyr\u0151l a k\u00f6vetkez\u0151kben besz\u00e9l\u00fcnk, b\u00e1r a rendszer k\u00e9pes m\u0171k\u00f6dni a <noindex><a rel=\"nofollow\" href=\"https:\/\/users.ece.cmu.edu\/~omutlu\/pub\/bdi-compression_pact12.pdf\">Base-Delta-Immediate<\/a><\/noindex> vagy <noindex><a rel=\"nofollow\" href=\"https:\/\/ieeexplore.ieee.org\/document\/4589203\">FPC<\/a><\/noindex>. A COCO algoritmus a differenci\u00e1lis t\u00f6m\u00f6r\u00edt\u00e9s egyik form\u00e1ja (<noindex><a rel=\"nofollow\" href=\"https:\/\/en.wikipedia.org\/wiki\/Data_differencing\">differential compression<\/a><\/noindex>). \u00d6sszehasonl\u00edtja az objektumokat a \u201eb\u00e1zis\u201d objektumokkal, \u00e9s elt\u00e1vol\u00edtja a redund\u00e1ns biteket \u2014 l\u00e1sd az al\u00e1bbi \u00e1br\u00e1t:<\/p>\n<p><img decoding=\"async\" alt=\"Hogyan m\u0171k\u00f6dik a t\u00f6m\u00f6r\u00edt\u00e9s az objektum-orient\u00e1lt mem\u00f3riarchitekt\u00far\u00e1ban\" src=\"\/wp-content\/uploads\/2019\/05\/46907c8eac74b6af0a1b3985da9a899b.png\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>A MIT m\u00e9rn\u00f6kei szerint az objektumorient\u00e1lt mem\u00f3riastrukt\u00far\u00e1juk 17%-kal hat\u00e9konyabban m\u0171k\u00f6dik, mint a klasszikus megk\u00f6zel\u00edt\u00e9sek. Sokkal k\u00f6zelebb \u00e1ll a modern alkalmaz\u00e1sok architekt\u00far\u00e1j\u00e1hoz, ez\u00e9rt az \u00faj m\u00f3dszernek van potenci\u00e1lja.<\/p>\n<p>El\u0151rejelz\u00e9sek szerint a technol\u00f3gi\u00e1t els\u0151sorban azok a c\u00e9gek kezdhetik haszn\u00e1lni, amelyek nagy adatmennyis\u00e9gekkel \u00e9s g\u00e9pi tanul\u00e1sa algoritmusokkal dolgoznak. Egy m\u00e1sik potenci\u00e1lis ir\u00e1ny a felh\u0151platformok. Az IaaS szolg\u00e1ltat\u00f3k sz\u00e1m\u00e1ra lehet\u0151s\u00e9g ny\u00edlik hat\u00e9konyabban dolgozni a virtualiz\u00e1ci\u00f3val, adatt\u00e1rol\u00e1si rendszerekkel \u00e9s sz\u00e1m\u00edt\u00e1si er\u0151forr\u00e1sokkal.<\/p>\n<blockquote><p><b>Tov\u00e1bbi forr\u00e1saink \u00e9s er\u0151forr\u00e1saink:<\/b><\/p>\n<p><img decoding=\"async\" alt=\"Hogyan m\u0171k\u00f6dik a t\u00f6m\u00f6r\u00edt\u00e9s az objektum-orient\u00e1lt mem\u00f3riarchitekt\u00far\u00e1ban\" src=\"\/wp-content\/uploads\/2019\/05\/faae4338d86f47fd991344b068aa98c5.png\" style=\"display:block;margin: 0 auto;\" \/> <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/1cloud\/blog\/450602\/\">\u201eHogyan \u00e9p\u00edtj\u00fck az IaaS-t\u201d: anyagok a 1cloud munk\u00e1j\u00e1r\u00f3l<\/a><\/noindex><\/p>\n<p><img decoding=\"async\" alt=\"Hogyan m\u0171k\u00f6dik a t\u00f6m\u00f6r\u00edt\u00e9s az objektum-orient\u00e1lt mem\u00f3riarchitekt\u00far\u00e1ban\" src=\"\/wp-content\/uploads\/2019\/05\/fad529f9a72742ad3c7b708c1d5a855f.png\" style=\"display:block;margin: 0 auto;\" \/> <noindex><a rel=\"nofollow\" href=\"https:\/\/1cloud.ru\/blog\/our-system-architecture-evolution?utm_source=habrahabr&amp;utm_medium=cpm&amp;utm_campaign=compress&amp;utm_content=blog\">Az 1cloud felh\u0151architekt\u00far\u00e1j\u00e1nak evol\u00faci\u00f3ja<\/a><\/noindex><br \/>\n<img decoding=\"async\" alt=\"Hogyan m\u0171k\u00f6dik a t\u00f6m\u00f6r\u00edt\u00e9s az objektum-orient\u00e1lt mem\u00f3riarchitekt\u00far\u00e1ban\" src=\"\/wp-content\/uploads\/2019\/05\/8bfab7a7977ce3f4f0f3d0703d660148.png\" style=\"display:block;margin: 0 auto;\" \/> <noindex><a rel=\"nofollow\" href=\"https:\/\/1cloud.ru\/services\/storage?utm_source=habrahabr&amp;utm_medium=cpm&amp;utm_campaign=compress&amp;utm_content=site\">Objektum t\u00e1rol\u00f3 szolg\u00e1ltat\u00e1s az 1cloud-on<\/a><\/noindex><\/p>\n<p><img decoding=\"async\" alt=\"Hogyan m\u0171k\u00f6dik a t\u00f6m\u00f6r\u00edt\u00e9s az objektum-orient\u00e1lt mem\u00f3riarchitekt\u00far\u00e1ban\" src=\"\/wp-content\/uploads\/2019\/05\/c175bf85fd93b81c5bb58fa87250d3cf.png\" style=\"display:block;margin: 0 auto;\" \/> <noindex><a rel=\"nofollow\" href=\"https:\/\/www.facebook.com\/1cloudru\/photos\/a.1526614574327724\/2317948435194330\/?type=3&amp;theater\">Lehets\u00e9ges t\u00e1mad\u00e1sok a HTTPS ellen \u00e9s a v\u00e9dekez\u00e9s m\u00f3djai<\/a><\/noindex><br \/>\n<img decoding=\"async\" alt=\"Hogyan m\u0171k\u00f6dik a t\u00f6m\u00f6r\u00edt\u00e9s az objektum-orient\u00e1lt mem\u00f3riarchitekt\u00far\u00e1ban\" src=\"\/wp-content\/uploads\/2019\/05\/f0dd68a3e2383d73b3769f556e6ca03a.png\" style=\"display:block;margin: 0 auto;\" \/> <noindex><a rel=\"nofollow\" href=\"http:\/\/www.facebook.com\/1cloudru\/posts\/2309275519394955\">Mik a hasonl\u00f3s\u00e1gok \u00e9s k\u00fcl\u00f6nbs\u00e9gek a Continuous Delivery \u00e9s a Continuous Integration megk\u00f6zel\u00edt\u00e9sek k\u00f6z\u00f6tt?<\/a><\/noindex><br \/>\n<img decoding=\"async\" alt=\"Hogyan m\u0171k\u00f6dik a t\u00f6m\u00f6r\u00edt\u00e9s az objektum-orient\u00e1lt mem\u00f3riarchitekt\u00far\u00e1ban\" src=\"\/wp-content\/uploads\/2019\/05\/2124861baee61e029d4bdbaead1d9c5a.png\" style=\"display:block;margin: 0 auto;\" \/> <noindex><a rel=\"nofollow\" href=\"http:\/\/www.facebook.com\/1cloudru\/posts\/2311523002503540\">Hogyan v\u00e9dj\u00fck meg a szervert az interneten: az 1cloud tapasztalatai<\/a><\/noindex><\/p><\/blockquote>\n<p>Forr\u00e1s: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/1cloud\/blog\/451356\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041a\u043e\u043c\u0430\u043d\u0434\u0430 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043e\u0432 \u0438\u0437 MIT \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0430 \u043e\u0431\u044a\u0435\u043a\u0442\u043d\u043e-\u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u0438\u0435\u0440\u0430\u0440\u0445\u0438\u044e \u043f\u0430\u043c\u044f\u0442\u0438 \u0434\u043b\u044f \u0431\u043e\u043b\u0435\u0435 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438. \u0412 \u0441\u0442\u0430\u0442\u044c\u0435 \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u0435\u043c\u0441\u044f \u0441 \u0442\u0435\u043c, \u043a\u0430\u043a \u043e\u043d\u0430 \u0443\u0441\u0442\u0440\u043e\u0435\u043d\u0430. \/ PxHere \/ PD \u041a\u0430\u043a \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u043e, \u0440\u043e\u0441\u0442 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 CPU \u043d\u0435 \u0441\u043e\u043f\u0440\u043e\u0432\u043e\u0436\u0434\u0430\u0435\u0442\u0441\u044f \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u043c \u0441\u043d\u0438\u0436\u0435\u043d\u0438\u0435\u043c \u0437\u0430\u0434\u0435\u0440\u0436\u043a\u0438 \u043f\u0440\u0438 \u043e\u0431\u0440\u0430\u0449\u0435\u043d\u0438\u0438 \u043a \u043f\u0430\u043c\u044f\u0442\u0438. \u0420\u0430\u0437\u043d\u0438\u0446\u0430 \u0432 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0438 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u0435\u0439 \u043e\u0442 \u0433\u043e\u0434\u0430 \u043a \u0433\u043e\u0434\u0443 \u043c\u043e\u0436\u0435\u0442 \u0434\u043e\u0445\u043e\u0434\u0438\u0442\u044c \u0434\u043e 10 \u0440\u0430\u0437 (PDF, 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