{"id":475846,"date":"2023-08-09T07:23:51","date_gmt":"2023-08-09T07:23:51","guid":{"rendered":""},"modified":"2023-09-05T11:11:23","modified_gmt":"2023-09-05T11:11:23","slug":"amazon-redshift","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/ir\/wiki\/amazon-redshift\/","title":{"rendered":"\u0622\u0645\u0627\u0632\u0648\u0646 Redshift"},"content":{"rendered":"<p>Amazon Redshift \u06cc\u06a9 \u0631\u0627\u0647 \u062d\u0644 \u0627\u0646\u0628\u0627\u0631 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0645\u0644\u0627\u064b \u0645\u062f\u06cc\u0631\u06cc\u062a \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u062a\u0648\u0633\u0637 \u062e\u062f\u0645\u0627\u062a \u0648\u0628 \u0622\u0645\u0627\u0632\u0648\u0646 (AWS) \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u0628\u0632\u0631\u06af \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u0628\u0647 \u06a9\u0633\u0628 \u0648 \u06a9\u0627\u0631\u0647\u0627 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0648\u062b\u0631 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0633\u0627\u062e\u062a\u0627\u0631\u06cc\u0627\u0641\u062a\u0647 \u0648 \u0646\u06cc\u0645\u0647 \u0633\u0627\u062e\u062a\u0627\u0631 \u06cc\u0627\u0641\u062a\u0647 \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647\u060c \u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u0646\u062f. Amazon Redshift \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u0639\u0645\u0627\u0631\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0633\u062a\u0648\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0628\u0627 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0628\u0627\u0644\u0627 \u0645\u0646\u0627\u0633\u0628 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<h2>\u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u0622\u0645\u0627\u0632\u0648\u0646 Redshift<\/h2>\n<p>\u0622\u0645\u0627\u0632\u0648\u0646 Redshift \u0628\u0631\u0627\u06cc \u0627\u0648\u0644\u06cc\u0646 \u0628\u0627\u0631 \u062a\u0648\u0633\u0637 AWS \u062f\u0631 \u0633\u0627\u0644 2012 \u0645\u0639\u0631\u0641\u06cc \u0634\u062f. \u0627\u06cc\u0646 \u06cc\u06a9 \u0646\u0642\u0637\u0647 \u0639\u0637\u0641 \u0645\u0647\u0645 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0627\u0646\u0628\u0627\u0631 \u062f\u0627\u062f\u0647 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0627\u0628\u0631 \u0628\u0648\u062f \u0648 \u0633\u0637\u062d \u062c\u062f\u06cc\u062f\u06cc \u0627\u0632 \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631\u06cc \u0648 \u0645\u0642\u0631\u0648\u0646 \u0628\u0647 \u0635\u0631\u0641\u0647 \u0628\u0648\u062f\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u0634\u0627\u063a\u0644\u06cc \u06a9\u0647 \u0628\u0627 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0633\u0631\u0648\u06a9\u0627\u0631 \u062f\u0627\u0631\u0646\u062f \u0628\u0647 \u0627\u0631\u0645\u063a\u0627\u0646 \u0622\u0648\u0631\u062f. \u0627\u06cc\u0646 \u0633\u0631\u0648\u06cc\u0633 \u0628\u0647 \u0633\u0631\u0639\u062a \u062f\u0631 \u0628\u06cc\u0646 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0631\u0641\u0639 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0627\u0646\u0628\u0627\u0631\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u062f\u0631 \u0645\u062d\u0644 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a\u200c\u0647\u0627\u06cc \u0627\u0628\u0631\u06cc AWS \u0647\u0633\u062a\u0646\u062f\u060c \u0645\u062d\u0628\u0648\u0628\u06cc\u062a \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f.<\/p>\n<h2>\u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0642\u06cc\u0642 \u062f\u0631 \u0645\u0648\u0631\u062f Amazon Redshift<\/h2>\n<p>\u0645\u0639\u0645\u0627\u0631\u06cc Amazon Redshift \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 PostgreSQL\u060c \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0645\u062f\u06cc\u0631\u06cc\u062a \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0631\u0627\u0628\u0637\u0647\u200c\u0627\u06cc \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0627\u0633\u062a. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0628\u0631\u0627\u06cc \u0627\u0647\u062f\u0627\u0641 \u0627\u0646\u0628\u0627\u0631 \u062f\u0627\u062f\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0628\u0647\u06cc\u0646\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0631\u0648\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0639\u0638\u06cc\u0645 \u0628\u0627 \u0633\u0631\u0639\u062a \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0627\u062c\u0631\u0627 \u06a9\u0646\u0646\u062f.<\/p>\n<h3>\u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0627\u062e\u0644\u06cc \u0622\u0645\u0627\u0632\u0648\u0646 Redshift<\/h3>\n<p>\u062f\u0631 \u0647\u0633\u062a\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc \u0622\u0645\u0627\u0632\u0648\u0646 Redshift \u06cc\u06a9 \u062e\u0648\u0634\u0647 \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f \u06a9\u0647 \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u06af\u0631\u0647 \u062a\u0634\u06a9\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0647\u0631 \u062e\u0648\u0634\u0647 \u062f\u0627\u0631\u0627\u06cc \u06cc\u06a9 \u06af\u0631\u0647 \u0631\u0647\u0628\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u0645\u0634\u062a\u0631\u06cc\u060c \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0648 \u0647\u0645\u0627\u0647\u0646\u06af\u06cc \u0628\u06cc\u0646 \u06af\u0631\u0647 \u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0631\u0627 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u06cc \u06a9\u0646\u062f. \u06af\u0631\u0647 \u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062f\u0631 \u0642\u0627\u0644\u0628 \u0633\u062a\u0648\u0646\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f \u0648 \u0627\u062c\u0631\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0648\u0627\u0632\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u0645\u0627\u0647\u06cc\u062a \u062a\u0648\u0632\u06cc\u0639\u200c\u0634\u062f\u0647 \u0622\u0645\u0627\u0632\u0648\u0646 Redshift \u0631\u0627 \u0642\u0627\u062f\u0631 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f \u062a\u0627 \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u0633\u062a\u062b\u0646\u0627\u06cc\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0631\u0627 \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u0628\u0631\u0627\u06cc \u0628\u0627\u0631\u0647\u0627\u06cc \u06a9\u0627\u0631\u06cc \u062a\u062d\u0644\u06cc\u0644\u06cc \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u062f.<\/p>\n<h3>Amazon Redshift \u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f<\/h3>\n<p>\u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 Amazon Redshift \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0645\u06cc \u0634\u0648\u0646\u062f\u060c \u062f\u0631 \u06af\u0631\u0647 \u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u062f\u0631 \u062e\u0648\u0634\u0647 \u062a\u0648\u0632\u06cc\u0639 \u0645\u06cc \u0634\u0648\u0646\u062f. \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0647\u200c\u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0641\u0634\u0631\u062f\u0647 \u0648 \u062f\u0631 \u0641\u0636\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0633\u062a\u0648\u0646\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f\u060c \u06a9\u0647 \u0648\u0631\u0648\u062f\u06cc\/\u062e\u0631\u0648\u062c\u06cc \u062f\u06cc\u0633\u06a9 \u0631\u0627 \u06a9\u0627\u0647\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0631\u0627 \u0628\u0647\u06cc\u0646\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0622\u0645\u0627\u0632\u0648\u0646 Redshift \u0647\u0645\u0686\u0646\u06cc\u0646 \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648\u060c \u0645\u0627\u0646\u0646\u062f \u0646\u0642\u0634\u0647\u200c\u0647\u0627\u06cc \u0645\u0646\u0637\u0642\u0647\u200c\u0627\u06cc \u0648 \u06a9\u0627\u0647\u0634\u200c\u0647\u0627\u06cc \u0645\u062d\u0645\u0648\u0644\u060c \u0628\u0631\u0627\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u0628\u06cc\u0634\u062a\u0631 \u0633\u0631\u0639\u062a \u0627\u062c\u0631\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<h2>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc Amazon Redshift<\/h2>\n<p>\u0622\u0645\u0627\u0632\u0648\u0646 Redshift \u062f\u0627\u0631\u0627\u06cc \u0686\u0646\u062f\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0631\u0627\u0647 \u062d\u0644 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u0645\u0634\u0627\u063a\u0644 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<ol>\n<li>\n<p><strong>\u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631\u06cc<\/strong>: \u0622\u0645\u0627\u0632\u0648\u0646 Redshift \u0628\u0627 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0645\u0642\u06cc\u0627\u0633\u200c\u0633\u0627\u0632\u06cc \u0645\u0633\u062a\u0642\u0644 \u0645\u0646\u0627\u0628\u0639 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0648 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0627\u06cc \u0627\u0632 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a \u062a\u0627 \u067e\u062a\u0627\u0628\u0627\u06cc\u062a \u0631\u0627 \u0628\u062f\u0648\u0646 \u0628\u0647 \u062e\u0637\u0631 \u0627\u0646\u062f\u0627\u062e\u062a\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0633\u062a\u0648\u0646\u06cc<\/strong>: \u0630\u062e\u06cc\u0631\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u0633\u062a\u0648\u0646 \u0647\u0627 \u0628\u0647 \u062c\u0627\u06cc \u0631\u062f\u06cc\u0641 \u0647\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0641\u0634\u0631\u062f\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0627\u0631\u0622\u0645\u062f \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u0633\u0631\u06cc\u0639\u062a\u0631 \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f\u060c \u0628\u0647 \u062e\u0635\u0648\u0635 \u0647\u0646\u06af\u0627\u0645 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0633\u062a\u0648\u0646 \u0647\u0627\u06cc \u062e\u0627\u0635.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u062c\u0631\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0645\u0648\u0627\u0632\u06cc<\/strong>: \u0645\u0627\u0647\u06cc\u062a \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647 \u06af\u0631\u0647 \u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc Amazon Redshift \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0627\u0632\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627 \u0631\u0627 \u0627\u0645\u06a9\u0627\u0646 \u067e\u0630\u06cc\u0631 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062a\u0633\u0631\u06cc\u0639 \u0645\u06cc \u0628\u062e\u0634\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u067e\u0634\u062a\u06cc\u0628\u0627\u0646 \u06af\u06cc\u0631\u06cc \u0648 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc<\/strong>: \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 \u06af\u06cc\u0631\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u0648 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0644\u062d\u0638\u0647 \u0628\u0647 \u0644\u062d\u0638\u0647 \u062f\u0648\u0627\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0622\u0631\u0627\u0645\u0634 \u062e\u0627\u0637\u0631 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u062f\u063a\u0627\u0645 \u0628\u0627 \u0633\u0627\u06cc\u0631 \u062e\u062f\u0645\u0627\u062a AWS<\/strong>: Amazon Redshift \u0628\u0647 \u0637\u0648\u0631 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0628\u0627 \u0633\u0627\u06cc\u0631 \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc AWS \u0645\u0627\u0646\u0646\u062f Amazon S3\u060c AWS Glue\u060c \u0648 AWS Data Pipeline \u0627\u062f\u063a\u0627\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u062c\u0631\u06cc\u0627\u0646\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u06cc \u062c\u0630\u0628 \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u062a\u0633\u0647\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0627\u0646\u0648\u0627\u0639 \u0622\u0645\u0627\u0632\u0648\u0646 Redshift<\/h2>\n<p>Amazon Redshift \u062f\u0648 \u0646\u0648\u0639 \u06af\u0631\u0647 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<ol>\n<li>\n<p><strong>\u06af\u0631\u0647 \u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0645\u062a\u0631\u0627\u06a9\u0645<\/strong>: \u0627\u06cc\u0646 \u06af\u0631\u0647\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0634\u062f\u0647\u200c\u0627\u0646\u062f\u060c \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0627\u0631\u0647\u0627\u06cc \u06a9\u0627\u0631\u06cc \u0641\u0634\u0631\u062f\u0647 \u0648 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062a\u0623\u062e\u06cc\u0631 \u062c\u0633\u062a\u062c\u0648\u06cc \u06a9\u0645 \u062f\u0627\u0631\u0646\u062f\u060c \u0645\u0646\u0627\u0633\u0628 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u06af\u0631\u0647 \u0647\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0645\u062a\u0631\u0627\u06a9\u0645<\/strong>: \u0627\u06cc\u0646 \u06af\u0631\u0647 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u0628\u0632\u0631\u06af \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0646\u062f \u0648 \u0638\u0631\u0641\u06cc\u062a \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0628\u0627\u0644\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0645\u0642\u0631\u0648\u0646 \u0628\u0647 \u0635\u0631\u0641\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u0646\u062f.<\/p>\n<\/li>\n<\/ol>\n<p>\u062f\u0631 \u0632\u06cc\u0631 \u062c\u062f\u0648\u0644 \u0645\u0642\u0627\u06cc\u0633\u0647 \u062f\u0648 \u0646\u0648\u0639 \u06af\u0631\u0647 \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0646\u0648\u0639 \u06af\u0631\u0647<\/th>\n<th>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0648\u0631\u062f<\/th>\n<th>\u06a9\u0627\u0631\u0627\u06cc\u06cc<\/th>\n<th>\u06af\u0646\u062c\u0627\u06cc\u0634 \u0627\u0646\u0628\u0627\u0631<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u062a\u0631\u0627\u06a9\u0645<\/td>\n<td>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0641\u0634\u0631\u062f\u0647 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc\u060c \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627\u06cc \u0628\u0644\u0627\u062f\u0631\u0646\u06af<\/td>\n<td>\u0628\u0627\u0644\u0627<\/td>\n<td>\u062f\u0631 \u062d\u062f \u0645\u062a\u0648\u0633\u0637<\/td>\n<\/tr>\n<tr>\n<td>\u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0645\u062a\u0631\u0627\u06a9\u0645<\/td>\n<td>\u0627\u0646\u0628\u0627\u0631 \u062f\u0627\u062f\u0647 \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u0628\u0632\u0631\u06af\u060c \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u0627\u0631\u06cc\u062e\u06cc<\/td>\n<td>\u062f\u0631 \u062d\u062f \u0645\u062a\u0648\u0633\u0637<\/td>\n<td>\u0628\u0627\u0644\u0627<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0631\u0627\u0647 \u0647\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Amazon Redshift \u0648 \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc \u0631\u0627\u06cc\u062c<\/h2>\n<p>Amazon Redshift \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0631\u0627 \u062f\u0631 \u0635\u0646\u0627\u06cc\u0639 \u0645\u062e\u062a\u0644\u0641 \u0648 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u067e\u06cc\u062f\u0627 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<ol>\n<li>\n<p><strong>\u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644<\/strong>: \u0634\u0631\u06a9\u062a \u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u0646\u062f \u0648 \u0628\u06cc\u0646\u0634 \u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc \u0631\u0627 \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627<\/strong>: Amazon Redshift \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0645\u062e\u0632\u0646 \u0645\u0631\u06a9\u0632\u06cc \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u0627\u0631\u06cc\u062e\u06cc \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0627\u0645\u06a9\u0627\u0646 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0622\u0633\u0627\u0646 \u0628\u0631\u0627\u06cc \u06af\u0632\u0627\u0631\u0634 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u06a9\u0627\u0648\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627<\/strong>: \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u0637\u0648\u0631 \u0645\u0648\u062b\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0631\u0627 \u06a9\u0627\u0648\u0634 \u0648 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<\/ol>\n<p>\u0686\u0627\u0644\u0634 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u063a\u0644\u0628 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 Amazon Redshift \u0628\u0627 \u0622\u0646 \u0645\u0648\u0627\u062c\u0647 \u0647\u0633\u062a\u0646\u062f \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<ul>\n<li>\n<p><strong>\u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627<\/strong>: \u0641\u0631\u0622\u06cc\u0646\u062f \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u062d\u062c\u0645 \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 Amazon Redshift \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0632\u0645\u0627\u0646 \u0628\u0631 \u0628\u0627\u0634\u062f \u0648 \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0641\u0631\u0622\u06cc\u0646\u062f \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a.<\/p>\n<\/li>\n<li>\n<p><strong>\u0645\u062f\u06cc\u0631\u06cc\u062a \u0647\u0632\u06cc\u0646\u0647<\/strong>: \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 Amazon Redshift \u0645\u0642\u0631\u0648\u0646 \u0628\u0647 \u0635\u0631\u0641\u0647 \u0627\u0633\u062a\u060c \u0645\u062f\u06cc\u0631\u06cc\u062a \u0647\u0632\u06cc\u0646\u0647 \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0627\u062c\u0631\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648 \u062f\u0631 \u0645\u062d\u06cc\u0637 \u0647\u0627\u06cc \u0645\u0642\u06cc\u0627\u0633 \u0628\u0632\u0631\u06af \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u06cc\u0632\u06cc \u062f\u0642\u06cc\u0642 \u062f\u0627\u0631\u062f.<\/p>\n<\/li>\n<\/ul>\n<h2>\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0648 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0645\u0634\u0627\u0628\u0647<\/h2>\n<h3>Amazon Redshift \u062f\u0631 \u0645\u0642\u0627\u0628\u0644 Amazon RDS (\u0633\u0631\u0648\u06cc\u0633 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0631\u0627\u0628\u0637\u0647\u200c\u0627\u06cc)<\/h3>\n<p>\u0647\u0631 \u062f\u0648 Amazon Redshift \u0648 Amazon RDS \u062e\u062f\u0645\u0627\u062a \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 AWS \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f\u060c \u0627\u0645\u0627 \u0627\u0647\u062f\u0627\u0641 \u0645\u062a\u0641\u0627\u0648\u062a\u06cc \u062f\u0627\u0631\u0646\u062f:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0648\u06cc\u0698\u06af\u06cc<\/th>\n<th>\u0622\u0645\u0627\u0632\u0648\u0646 Redshift<\/th>\n<th>\u0622\u0645\u0627\u0632\u0648\u0646 RDS<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0648\u0631\u062f<\/td>\n<td>\u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644<\/td>\n<td>OLTP \u0648 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0631\u0627\u0628\u0637\u0647 \u0627\u06cc \u0633\u0646\u062a\u06cc<\/td>\n<\/tr>\n<tr>\n<td>\u0641\u0631\u0645\u062a \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627<\/td>\n<td>\u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0633\u062a\u0648\u0646\u06cc<\/td>\n<td>\u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0631\u062f\u06cc\u0641<\/td>\n<\/tr>\n<tr>\n<td>\u0639\u0645\u0644\u06a9\u0631\u062f \u067e\u0631\u0633 \u0648 \u062c\u0648<\/td>\n<td>\u0628\u0631\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a<\/td>\n<td>\u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u062d\u062c\u0645 \u06a9\u0627\u0631\u06cc \u062a\u0631\u0627\u06a9\u0646\u0634\u06cc<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u0642\u06cc\u0627\u0633 \u0628\u0646\u062f\u06cc<\/td>\n<td>\u0645\u0642\u06cc\u0627\u0633 \u0628\u0646\u062f\u06cc \u0627\u0641\u0642\u06cc (\u06af\u0631\u0647 \u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc)<\/td>\n<td>\u0645\u0642\u06cc\u0627\u0633 \u0628\u0646\u062f\u06cc \u0639\u0645\u0648\u062f\u06cc (\u0627\u0646\u062f\u0627\u0632\u0647 \u0646\u0645\u0648\u0646\u0647)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0686\u0634\u0645 \u0627\u0646\u062f\u0627\u0632\u0647\u0627 \u0648 \u0641\u0646\u0627\u0648\u0631\u06cc \u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0622\u0645\u0627\u0632\u0648\u0646 Redshift<\/h2>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0641\u0646\u0627\u0648\u0631\u06cc \u0647\u0645\u0686\u0646\u0627\u0646 \u062f\u0631 \u062d\u0627\u0644 \u062a\u06a9\u0627\u0645\u0644 \u0627\u0633\u062a\u060c \u0622\u0645\u0627\u0632\u0648\u0646 Redshift \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0634\u0627\u0647\u062f \u067e\u06cc\u0634\u0631\u0641\u062a \u0647\u0627\u06cc\u06cc \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0647\u0627\u06cc \u0632\u06cc\u0631 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f:<\/p>\n<ol>\n<li>\n<p><strong>\u0628\u0647\u0628\u0648\u062f \u0639\u0645\u0644\u06a9\u0631\u062f<\/strong>: AWS \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0628\u0647 \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0627\u062c\u0631\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0648 \u0645\u0639\u0631\u0641\u06cc \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0628\u0631\u0627\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u06cc\u0634\u062a\u0631 \u0627\u062f\u0627\u0645\u0647 \u062e\u0648\u0627\u0647\u062f \u062f\u0627\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u062f\u063a\u0627\u0645 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 ML<\/strong>: \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0634\u0627\u0647\u062f \u0627\u062f\u063a\u0627\u0645 \u0634\u062f\u06cc\u062f\u062a\u0631 Amazon Redshift \u0628\u0627 \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 ML AWS \u0628\u0627\u0634\u06cc\u0645 \u06a9\u0647 \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u0628\u06cc\u0646\u0634 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0622\u0633\u0627\u0646\u200c\u062a\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0628\u062f\u0648\u0646 \u0633\u0631\u0648\u0631<\/strong>: AWS \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0633\u0631\u0648\u0631 \u06cc\u0627 \u0645\u0642\u06cc\u0627\u0633\u200c\u0628\u0646\u062f\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 Amazon Redshift \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u062f \u0648 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0633\u0631\u0628\u0627\u0631 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0631\u0627 \u06a9\u0627\u0647\u0634 \u062f\u0647\u062f.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f \u06cc\u0627 \u0628\u0627 \u0622\u0645\u0627\u0632\u0648\u0646 Redshift \u0645\u0631\u062a\u0628\u0637 \u06a9\u0631\u062f<\/h2>\n<p>\u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc\u060c \u0645\u0627\u0646\u0646\u062f \u0622\u0646\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062a\u0648\u0633\u0637 OneProxy \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0627 \u0622\u0645\u0627\u0632\u0648\u0646 Redshift \u0628\u0647 \u0686\u0646\u062f\u06cc\u0646 \u0631\u0648\u0634 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u0646\u062f:<\/p>\n<ol>\n<li>\n<p><strong>\u0628\u0644\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627<\/strong>: \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0646\u062a\u0642\u0627\u0644 \u0627\u0645\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u062e\u0627\u0631\u062c\u06cc \u0628\u0647 Amazon Redshift \u062a\u0633\u0647\u06cc\u0644 \u06a9\u0646\u0646\u062f \u0648 \u0627\u0632 \u062d\u0641\u0638 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0648 \u06cc\u06a9\u067e\u0627\u0631\u0686\u06af\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0630\u062e\u06cc\u0631\u0647 \u067e\u0631\u0633 \u0648 \u062c\u0648<\/strong>: \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0627\u06a9\u0633\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0627 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u063a\u0644\u0628 \u0628\u0647 \u0622\u0646\u0647\u0627 \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u06cc\u062f\u0627 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f\u060c \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0631\u0648\u06cc Amazon Redshift \u0631\u0627 \u06a9\u0627\u0647\u0634 \u062f\u0647\u0646\u062f \u06a9\u0647 \u0645\u0646\u062c\u0631 \u0628\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u062c\u0633\u062a\u062c\u0648\u06cc \u0628\u0647\u062a\u0631 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0645\u062f\u06cc\u0631\u06cc\u062a \u062a\u0631\u0627\u0641\u06cc\u06a9<\/strong>: \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0647\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0631\u0627 \u062f\u0631 \u0686\u0646\u062f\u06cc\u0646 \u062e\u0648\u0634\u0647 \u0622\u0645\u0627\u0632\u0648\u0646 Redshift \u062a\u0648\u0632\u06cc\u0639 \u06a9\u0646\u0646\u062f \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0631\u0627 \u0628\u0647\u06cc\u0646\u0647 \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0644\u06cc\u0646\u06a9 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637\u0647<\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0645\u0648\u0631\u062f Amazon Redshift\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u0646\u0627\u0628\u0639 \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f:<\/p>\n<ul>\n<li><a href=\"https:\/\/aws.amazon.com\/redshift\/\" target=\"_new\" rel=\"noopener nofollow\">Amazon Redshift \u2013 AWS<\/a><\/li>\n<li><a href=\"https:\/\/docs.aws.amazon.com\/redshift\/latest\/dg\/welcome.html\" target=\"_new\" rel=\"noopener nofollow\">\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0622\u0645\u0627\u0632\u0648\u0646 Redshift - AWS<\/a><\/li>\n<li><a href=\"https:\/\/docs.aws.amazon.com\/redshift\/latest\/dg\/best-practices.html\" target=\"_new\" rel=\"noopener nofollow\">\u0628\u0647\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0622\u0645\u0627\u0632\u0648\u0646 Redshift - AWS<\/a><\/li>\n<\/ul>\n<p>Amazon Redshift \u0628\u062f\u0648\u0646 \u0634\u06a9 \u06cc\u06a9 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u0646\u062f\u0647 \u0628\u0627\u0632\u06cc \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631\u06cc\u060c \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u0645\u0642\u0631\u0648\u0646 \u0628\u0647 \u0635\u0631\u0641\u0647 \u0628\u0648\u062f\u0646 \u0628\u06cc \u0646\u0638\u06cc\u0631\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f. \u0627\u062f\u063a\u0627\u0645 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0622\u0646 \u0628\u0627 \u0633\u0627\u06cc\u0631 \u062e\u062f\u0645\u0627\u062a AWS \u0648 \u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u0628\u0627 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc\u060c \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0646\u062a\u062e\u0627\u0628 \u0628\u0631\u0627\u06cc \u0645\u0634\u0627\u063a\u0644\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0628\u0627\u0632 \u06a9\u0631\u062f\u0646 \u067e\u062a\u0627\u0646\u0633\u06cc\u0644 \u06a9\u0627\u0645\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0647\u0633\u062a\u0646\u062f. \u0628\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a \u0641\u0646\u0627\u0648\u0631\u06cc\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0646\u062a\u0638\u0627\u0631 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc \u0647\u06cc\u062c\u0627\u0646\u200c\u0627\u0646\u06af\u06cc\u0632\u062a\u0631\u06cc \u0631\u0627 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645 \u06a9\u0647 \u0622\u0645\u0627\u0632\u0648\u0646 Redshift \u067e\u06cc\u0634\u062a\u0627\u0632 \u0627\u0633\u062a.<\/p>","protected":false},"featured_media":467529,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-475846","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Amazon Redshift: A Comprehensive Guide<\/mark>","faq_items":[{"question":"What is Amazon Redshift and how does it work?","answer":"<p>Amazon Redshift is a fully managed data warehousing solution by Amazon Web Services (AWS) designed for large-scale data analytics. It efficiently stores, processes, and analyzes structured and semi-structured data. Amazon Redshift utilizes a columnar data storage architecture and parallel query execution to achieve high-performance analytics.<\/p>"},{"question":"When was Amazon Redshift first introduced and why did it become popular?","answer":"<p>Amazon Redshift was introduced by AWS in 2012. It quickly gained popularity among enterprises due to its ability to offload the complexity of managing on-premises data warehouses and take advantage of AWS's cloud infrastructure. Its scalability, cost-effectiveness, and performance for analytical queries contributed to its widespread adoption.<\/p>"},{"question":"What are the key features of Amazon Redshift?","answer":"<p>Amazon Redshift offers several key features, including scalability to handle datasets ranging from gigabytes to petabytes, columnar storage for efficient compression and query performance, parallel query execution for faster data retrieval, automated backup and restore capabilities, and seamless integration with other AWS services.<\/p>"},{"question":"What types of Amazon Redshift nodes are available?","answer":"<p>Amazon Redshift provides two types of nodes - Dense Compute Nodes and Dense Storage Nodes. Dense Compute Nodes are optimized for performance, making them suitable for compute-intensive analytics, while Dense Storage Nodes are designed for large-scale data warehousing with high storage capacity.<\/p>"},{"question":"How can Amazon Redshift be used, and what challenges may arise?","answer":"<p>Amazon Redshift finds applications in business intelligence, data warehousing, and data exploration, allowing for complex data analysis and insights. Common challenges include data loading complexities and cost management, especially in large-scale environments.<\/p>"},{"question":"How does Amazon Redshift compare to Amazon RDS?","answer":"<p>Amazon Redshift and Amazon RDS are both managed database services by AWS, but they serve different purposes. Amazon Redshift is designed for data warehousing and analytics, optimized for analytical queries and columnar storage. In contrast, Amazon RDS is intended for traditional relational databases and OLTP workloads, with row-based storage.<\/p>"},{"question":"What does the future hold for Amazon Redshift?","answer":"<p>The future of Amazon Redshift may include further performance enhancements, tighter integration with AI and ML services for data analysis, and the exploration of serverless or auto-scaling options for reduced management overhead and costs.<\/p>"},{"question":"How can proxy servers be used with Amazon Redshift?","answer":"<p>Proxy servers, like OneProxy, can be associated with Amazon Redshift to facilitate secure data ingestion, query caching for improved performance, and traffic management to optimize resource utilization across multiple Amazon Redshift clusters.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/475846","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/475846\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media\/467529"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media?parent=475846"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}