{"id":103157,"date":"2022-02-01T15:36:44","date_gmt":"2022-02-01T13:36:46","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/metod-identifikaczii-sistemy-polzovatelya-na-osnove-informaczii-o-gpu"},"modified":"2022-02-01T15:36:44","modified_gmt":"2022-02-01T13:36:46","slug":"metod-identifikaczii-sistemy-polzovatelya-na-osnove-informaczii-o-gpu","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/news\/metod-identifikaczii-sistemy-polzovatelya-na-osnove-informaczii-o-gpu","title":{"rendered":"Metoda e identifikimit t\u00eb sistemit t\u00eb p\u00ebrdoruesit mbi baz\u00ebn e informacionit n\u00eb lidhje me GPU","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u0438\u0437 \u0423\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430 \u0438\u043c\u0435\u043d\u0438 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\u043f\u0440\u043e\u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043d \u0434\u043b\u044f CPU &#8212;  \u043e\u0434\u0438\u043d\u0430\u043a\u043e\u0432\u044b\u0435 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0440\u044b \u043f\u0440\u0438 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0438 \u043e\u0434\u0438\u043d\u0430\u043a\u043e\u0432\u043e\u0433\u043e \u043a\u043e\u0434\u0430 \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043b\u0438 \u0440\u0430\u0437\u043d\u043e\u0435 \u044d\u043d\u0435\u0440\u0433\u043e\u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u0435).      <\/p>\n<p>Duke qen\u00eb se operacionet p\u00ebrmes WebGL kryhen n\u00eb m\u00ebnyr\u00eb asinkrone, p\u00ebr t\u00eb matur koh\u00ebn e ekzekutimit t\u00eb tyre nuk mund t\u00eb p\u00ebrdoret drejtp\u00ebrdrejt API i JavaScript performance.now(), prandaj jan\u00eb propozuar tre truke p\u00ebr matjen e koh\u00ebs.   <\/p>\n<ul>\n<li class=\"l\"> onscreen &#8212; \u043e\u0442\u0440\u0438\u0441\u043e\u0432\u043a\u0430 \u0441\u0446\u0435\u043d\u044b \u0432 HTML canvas \u0441 \u0438\u0437\u043c\u0435\u0440\u0435\u043d\u0438\u0435\u043c \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u0441\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u043d\u0438\u044f callback-\u0444\u0443\u043d\u043a\u0446\u0438\u0438, \u0432\u044b\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u043d\u043e\u0439 \u0447\u0435\u0440\u0435\u0437 API Window.requestAnimationFrame \u0438 \u0432\u044b\u0437\u044b\u0432\u0430\u0435\u043c\u043e\u0439 \u043f\u043e\u0441\u043b\u0435 \u0437\u0430\u0432\u0435\u0440\u0448\u0435\u043d\u0438\u044f \u043e\u0442\u0440\u0438\u0441\u043e\u0432\u043a\u0438.\n<li class=\"l\"> offscreen &#8212; \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 worker-\u0430 \u0438 \u043e\u0442\u0440\u0438\u0441\u043e\u0432\u043a\u0438 \u0441\u0446\u0435\u043d\u044b \u0432 \u043e\u0431\u044a\u0435\u043a\u0442 OffscreenCanvas \u0441 \u0438\u0437\u043c\u0435\u0440\u0435\u043d\u0438\u0435\u043c \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u044b convertToBlob.\n<li class=\"l\"> GPU &#8212; \u043e\u0442\u0440\u0438\u0441\u043e\u0432\u043a\u0430 \u0432 \u043e\u0431\u044a\u0435\u043a\u0442 OffscreenCanvas, \u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0434\u043b\u044f \u0438\u0437\u043c\u0435\u0440\u0435\u043d\u0438\u044f \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u043c\u043e\u0433\u043e \u0432 WebGL  \u0442\u0430\u0439\u043c\u0435\u0440\u0430, \u0443\u0447\u0438\u0442\u044b\u0432\u0430\u044e\u0449\u0435\u0433\u043e \u043f\u0440\u043e\u0434\u043e\u043b\u0436\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u043d\u0430\u0431\u043e\u0440\u0430 \u043a\u043e\u043c\u0430\u043d\u0434 \u043d\u0430 \u0441\u0442\u043e\u0440\u043e\u043d\u0435 GPU.      <\/ul>\n<p>Gjat\u00eb krijimit t\u00eb identifikuesit n\u00eb \u00e7do pajisje, b\u00ebhen 50 kontrollime, secila e cila mbulon 176 matje t\u00eb 16 karakteristikave t\u00eb ndryshme. Eksperimenti, gjat\u00eb t\u00eb cilit u mbledh informacion rreth 2500 pajisjeve me 1605 GPU t\u00eb ndrysh\u00ebm, tregoi nj\u00eb rritje t\u00eb efikasitetit t\u00eb metodave t\u00eb kombinuara t\u00eb identifikimit me 67% duke shtuar mb\u00ebshtetje p\u00ebr Drawn Apart. N\u00eb ve\u00e7anti, metoda e kombinuar FP-STALKER mesatarisht siguroi identifikim n\u00eb nj\u00eb periudh\u00eb prej 17.5 dit\u00ebsh, nd\u00ebrsa n\u00eb kombinim me Drawn Apart, koha e identifikimit u rrit n\u00eb 28 dit\u00eb.     <center><img decoding=\"async\" alt=\"Metoda e identifikimit t\u00eb sistemit t\u00eb p\u00ebrdoruesit mbi baz\u00ebn e informacionit n\u00eb lidhje me GPU\" src=\"\/wp-content\/uploads\/2022\/02\/c57096ca8d5833df92cd7f992f19a289.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/center>    <\/p>\n<ul>\n<li class=\"l\"> \u0422\u043e\u0447\u043d\u043e\u0441\u0442\u044c \u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u0438\u044f 10 \u0441\u0438\u0441\u0442\u0435\u043c \u0441 \u0447\u0438\u043f\u0430\u043c\u0438 Intel i5-3470 (GEN 3 Ivy Bridge) \u0438 GPU Intel HD Graphics 2500 \u0432 \u0442\u0435\u0441\u0442\u0435 onscreen \u0441\u043e\u0441\u0442\u0430\u0432\u0438\u043b\u0430 93%, \u0430  \u0432 offscreen &#8212; 36.3%.\n<li class=\"l\"> P\u00ebr 10 sisteme Intel i5-10500 (GEN 10 Comet Lake) me kart\u00ebn grafike NVIDIA GTX1650, sakt\u00ebsia ishte 70% dhe 95.8%.\n<li class=\"l\"> \u0414\u043b\u044f 15 \u0441\u0438\u0441\u0442\u0435\u043c Intel i5-8500 (GEN 8 Coffee Lake) \u0441 GPU Intel UHD Graphics 630  &#8212; 42% \u0438 55%.\n<li class=\"l\"> \u0414\u043b\u044f 23 \u0441\u0438\u0441\u0442\u0435\u043c Intel i5-4590 (GEN 4 Haswell) c GPU Intel HD Graphics 4600 &#8212; 32.7% \u0438 63.7%.\n<li class=\"l\"> \u0414\u043b\u044f \u0448\u0435\u0441\u0442\u0438 \u0441\u043c\u0430\u0440\u0442\u0444\u043e\u043d\u043e\u0432 Samsung Galaxy S20\/S20 Ultra \u0441 GPU Mali-G77 MP11 \u0432 \u0442\u0435\u0441\u0442\u0435 \u0441 \u0432\u044b\u0432\u043e\u0434\u043e\u043c \u043d\u0430 \u044d\u043a\u0440\u0430\u043d \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u044c \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0441\u043e\u0441\u0442\u0430\u0432\u0438\u043b\u0430 92.7%, \u0430 \u0434\u043b\u044f \u0441\u043c\u0430\u0440\u0442\u0444\u043e\u043d\u043e\u0432 Samsung Galaxy S9\/S9+ \u0441 Mali-G72 MP18 &#8212; 54.3%.   <\/ul>\n<p>    <center><img decoding=\"async\" alt=\"Metoda e identifikimit t\u00eb sistemit t\u00eb p\u00ebrdoruesit mbi baz\u00ebn e informacionit n\u00eb lidhje me GPU\" src=\"\/wp-content\/uploads\/2022\/02\/e5462f5b761dc6e16a43ac00d8f0b7aa.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/center>      <\/p>\n<p>V\u00ebrehet se sakt\u00ebsia ndikohet nga temperatura e GPU-s\u00eb, dhe p\u00ebr disa pajisje, rinisja e sistemit shkaktonte deformimin e identifikuesit. Duke p\u00ebrdorur metod\u00ebn n\u00eb kombinim me metoda t\u00eb tjera t\u00eb identifikimit indirekt, sakt\u00ebsia mund t\u00eb rritet ndjesh\u00ebm. Po ashtu planifikohet t\u00eb rritet sakt\u00ebsia p\u00ebrmes p\u00ebrdorimit t\u00eb shader-\u00ebve kompjuterik\u00eb pas stabilizimit t\u00eb API-t t\u00eb ri WebGPU.        <\/p>\n<p>Kompani t\u00eb tilla si Intel, ARM, Google, Khronos, Mozilla dhe Brave u njoftuan p\u00ebr problemin q\u00eb n\u00eb vitin 2020, por detajet e metod\u00ebs u zbuluan vet\u00ebm tani. Nd\u00ebr t\u00eb tjera, studiuesit publikuan shembuj funksional\u00eb t\u00eb shkruar n\u00eb JavaScript dhe GLSL, t\u00eb cil\u00ebt mund t\u00eb funksionojn\u00eb me dalje dhe pa dalje t\u00eb informacionit n\u00eb ekran. Po ashtu, p\u00ebr sistemet e bazuara n\u00eb GPU Intel GEN 3\/4\/8\/10 u publikuan grupe t\u00eb dh\u00ebnash p\u00ebr klasifikimin e informacionit t\u00eb nxjerr\u00eb n\u00eb sistemet e m\u00ebsimit t\u00eb makinerive.<br \/>\n<br \/>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=56614\">opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u0438\u0437 \u0423\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430 \u0438\u043c\u0435\u043d\u0438 \u0411\u0435\u043d-\u0413\u0443\u0440\u0438\u043e\u043d\u0430 (\u0418\u0437\u0440\u0430\u0438\u043b\u044c), \u0423\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430 \u041b\u0438\u043b\u043b\u044f (\u0424\u0440\u0430\u043d\u0446\u0438\u044f) \u0438 \u0423\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430 \u0410\u0434\u0435\u043b\u0430\u0438\u0434\u044b (\u0410\u0432\u0441\u0442\u0440\u0430\u043b\u0438\u044f) \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438 \u043d\u043e\u0432\u0443\u044e \u0442\u0435\u0445\u043d\u0438\u043a\u0443 \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f \u0447\u0435\u0440\u0435\u0437 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432 \u0440\u0430\u0431\u043e\u0442\u044b GPU \u0432 web-\u0431\u0440\u0430\u0443\u0437\u0435\u0440\u0435. \u041c\u0435\u0442\u043e\u0434 \u043f\u043e\u043b\u0443\u0447\u0438\u043b \u043d\u0430\u0437\u0432\u0430\u043d\u0438\u0435 &#171;Drawn Apart&#187; \u0438 \u043e\u0441\u043d\u043e\u0432\u0430\u043d \u043d\u0430 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0438 WebGL \u0434\u043b\u044f \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u044f \u043f\u0440\u043e\u0444\u0438\u043b\u044f \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 GPU, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0435\u0433\u043e \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043f\u043e\u0432\u044b\u0441\u0438\u0442\u044c \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u044c \u043f\u0430\u0441\u0441\u0438\u0432\u043d\u044b\u0445 \u043c\u0435\u0442\u043e\u0434\u043e\u0432 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u044f, \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0438\u0445 \u0431\u0435\u0437 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044f Cookie \u0438 \u0431\u0435\u0437 \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":103158,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-103157","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u0438\u0437 \u0423\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430 \u0438\u043c\u0435\u043d\u0438 \u0411\u0435\u043d-\u0413\u0443\u0440\u0438\u043e\u043d\u0430 (\u0418\u0437\u0440\u0430\u0438\u043b\u044c), \u0423\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430 \u041b\u0438\u043b\u043b\u044f (\u0424\u0440\u0430\u043d\u0446\u0438\u044f) \u0438 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