{"id":45300,"date":"2025-09-18T09:20:34","date_gmt":"2025-09-18T06:20:34","guid":{"rendered":"https:\/\/uomosul.edu.iq\/computerscience\/?p=45300"},"modified":"2025-09-18T09:24:32","modified_gmt":"2025-09-18T06:24:32","slug":"1-312","status":"publish","type":"post","link":"https:\/\/uomosul.edu.iq\/computerscience\/1-312\/","title":{"rendered":"\u0645\u0646\u0627\u0642\u0634\u0629 \u0623\u0637\u0631\u0648\u062d\u0629 \u062f\u0643\u062a\u0648\u0631\u0627\u0647 – \u0642\u0633\u0645 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0644\u0644\u0637\u0627\u0644\u0628 ” \u0623\u0633\u0627\u0645\u0629 \u064a\u0627\u0633\u064a\u0646 \u0645\u062d\u0645\u062f ” \u00a0"},"content":{"rendered":"

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Network Traffic Analysis and Prediction using Machine Learning Algorithms<\/p>\n

” \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0627\u0644\u0634\u0628\u0643\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 <\/strong>”<\/p>\n

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\u062a\u0647\u062f\u0641 \u0627\u0644\u062f\u0631\u0627\u0633\u0629: . \u064a\u0647\u062f\u0641 \u0647\u0630\u0627 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0628\u062d\u062b\u064a \u0625\u0644\u0649 \u062a\u062d\u0642\u064a\u0642 \u0623\u062f\u0627\u0621\u064d \u0645\u062a\u0637\u0648\u0631\u064d \u0641\u064a \u062a\u0648\u0642\u0639 \u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0627\u0644\u0634\u0628\u0643\u0629\u060c \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627\u060c \u0648\u0643\u0634\u0641 \u0627\u0644\u0627\u062e\u062a\u0631\u0627\u0642\u0627\u062a. \u0648\u0630\u0644\u0643 \u0628\u0627\u0642\u062a\u0631\u0627\u062d \u0646\u0645\u0627\u0630\u062c \u062c\u062f\u064a\u062f\u0629 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0644\u0645\u0648\u0627\u062c\u0647\u0629 \u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/p>\n

\u062a\u0637\u0631\u0642\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0648 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0633\u0644\u0648\u0643 \u0628\u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0627\u0644\u0634\u0628\u0643\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0634\u0628\u0643\u0629 (LrCNN) \u0645\u0628\u062a\u0643\u0631\u0629 \u0644\u0637\u0628\u0642\u0629 \u0623\u062e\u0630 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0627\u0628\u0639\u0627\u062f \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0639\u0644\u0645 \u0644\u062a\u0639\u0632\u064a\u0632 \u0641\u0639\u0627\u0644\u064a\u062a\u0647 \u0648\u0643\u0641\u0627\u0621\u062a\u0647 \u0627\u0644\u0646\u0645\u0648\u0630\u062c. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u0628\u0646\u064a\u0629 \u0647\u062c\u064a\u0646\u0629 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u064a\u0633\u062a\u062e\u062f\u0645 SCAR-Net \u0639\u0628\u0631 \u0637\u0628\u0642\u0627\u062a \u0627\u0644\u062a\u0641\u0627\u0641\u0627\u062a \u0645\u0646\u0641\u0635\u0644\u0629 \u0639\u0645\u064a\u0642\u0629 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0641\u0627\u062a \u0642\u064a\u0627\u0633\u064a\u0629 \u0645\u0639 \u0648\u0635\u0644\u0627\u062a \u0645\u062a\u0628\u0642\u064a\u0629 (\u062a\u062e\u0637\u064a) \u0644\u062a\u0639\u0632\u064a\u0632 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u062a\u0639\u0644\u0645 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648\u0627\u0644\u062a\u0639\u0645\u064a\u0645 \u0628\u0641\u0639\u0627\u0644\u064a\u0629.<\/p>\n

\u0643\u0645\u0627 \u062e\u0644\u0635\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0649 \u0627\u064a\u062c\u0627\u062f \u062a\u062d\u0644\u064a\u0644 \u0634\u0628\u0643\u064a \u062c\u062f\u064a\u062f\u0629 \u0645\u0633\u062a\u0648\u062d\u0627\u0629 \u0645\u0646 \u0627\u0644\u0638\u0627\u0647\u0631\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0644\u062a\u0633\u0627\u0642\u0637 \u0642\u0637\u0631\u0627\u062a \u0627\u0644\u0645\u0637\u0631 \u064a\u0647\u062f\u0641 \u0625\u0644\u0649 \u0627\u0643\u062a\u0634\u0627\u0641 \u0633\u0644\u0648\u0643\u064a\u0627\u062a \u062d\u0632\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u0634\u0628\u0643\u0629.<\/p>\n

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\u0623.\u0645.\u062f. \u0645\u062d\u0645\u062f \u0632\u0643\u064a \u062d\u0633\u0646\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u0639\u0636\u0648\u0627<\/p>\n

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\"\" \"\" \"\" \"\"<\/p>\n","protected":false},"excerpt":{"rendered":"

\u0645\u0646\u0627\u0642\u0634\u0629 \u0623\u0637\u0631\u0648\u062d\u0629 \u062f\u0643\u062a\u0648\u0631\u0627\u0647 \u0641\u064a \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a – \u0642\u0633\u0645 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0628\u0639\u0646\u0648\u0627\u0646: Network Traffic Analysis and Prediction using Machine Learning Algorithms ” \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0627\u0644\u0634\u0628\u0643\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 ” \u0646\u0648\u0642\u0634\u062a \u0641\u064a \u0642\u0627\u0639\u0629 \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0629 \u0628\u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0641\u064a \u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0648\u0635\u0644 \u064a\u0648\u0645 \u00a0\u00a0\u0627\u0644\u0627\u0631\u0628\u0639\u0627\u0621 \u0628\u062a\u0627\u0631\u064a\u062e\u00a0 17 \/\u00a0 9\/2025 \u0623\u0637\u0631\u0648\u062d\u0629 \u062f\u0643\u062a\u0648\u0631\u0627\u0647 \u0644\u0644\u0637\u0627\u0644\u0628 ” \u0623\u0633\u0627\u0645\u0629 \u064a\u0627\u0633\u064a\u0646 \u0645\u062d\u0645\u062f ” \u00a0\u00a0\u00a0\u00a0\u0648\u0628\u0625\u0634\u0631\u0627\u0641 \u0623.\u062f. \u0625\u0628\u0631\u0627\u0647\u064a\u0645 \u0627\u062d\u0645\u062f \u0635\u0627\u0644\u062d \u062a\u0647\u062f\u0641 \u0627\u0644\u062f\u0631\u0627\u0633\u0629: . \u064a\u0647\u062f\u0641 \u0647\u0630\u0627 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0628\u062d\u062b\u064a \u0625\u0644\u0649 \u062a\u062d\u0642\u064a\u0642 \u0623\u062f\u0627\u0621\u064d \u0645\u062a\u0637\u0648\u0631\u064d \u0641\u064a \u062a\u0648\u0642\u0639 \u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0627\u0644\u0634\u0628\u0643\u0629\u060c \u0648\u062a\u0635\u0646\u064a\u0641\u0647\u0627\u060c \u0648\u0643\u0634\u0641 \u0627\u0644\u0627\u062e\u062a\u0631\u0627\u0642\u0627\u062a. \u0648\u0630\u0644\u0643 \u0628\u0627\u0642\u062a\u0631\u0627\u062d \u0646\u0645\u0627\u0630\u062c \u062c\u062f\u064a\u062f\u0629 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0644\u0645\u0648\u0627\u062c\u0647\u0629 \u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629. \u062a\u0637\u0631\u0642\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0648 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0633\u0644\u0648\u0643 \u0628\u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 [\u0625\u0642\u0631\u0623 \u0627\u0644\u0645\u0632\u064a\u062f]<\/a><\/p>\n","protected":false},"author":20,"featured_media":45301,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-45300","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-3"],"_links":{"self":[{"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/posts\/45300","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/comments?post=45300"}],"version-history":[{"count":1,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/posts\/45300\/revisions"}],"predecessor-version":[{"id":45306,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/posts\/45300\/revisions\/45306"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/media\/45301"}],"wp:attachment":[{"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/media?parent=45300"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/categories?post=45300"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/tags?post=45300"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}