{"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\/in\/wiki\/amazon-redshift\/","title":{"rendered":"\u0905\u092e\u0947\u091c\u093c\u0945\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f"},"content":{"rendered":"<p>Amazon Redshift Amazon Web Services (AWS) \u0926\u094d\u0935\u093e\u0930\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u093f\u092f\u093e \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u093e \u090f\u0915 \u092a\u0942\u0930\u094d\u0923 \u0930\u0942\u092a \u0938\u0947 \u092a\u094d\u0930\u092c\u0902\u0927\u093f\u0924 \u0921\u0947\u091f\u093e \u0935\u0947\u092f\u0930\u0939\u093e\u0909\u0938\u093f\u0902\u0917 \u0938\u092e\u093e\u0927\u093e\u0928 \u0939\u0948\u0964 \u0907\u0938\u0947 \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0921\u0947\u091f\u093e \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948 \u0914\u0930 \u092f\u0939 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u094b \u0938\u0902\u0930\u091a\u093f\u0924 \u0914\u0930 \u0905\u0930\u094d\u0927-\u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e \u0915\u0940 \u0935\u093f\u0936\u093e\u0932 \u092e\u093e\u0924\u094d\u0930\u093e \u0915\u094b \u0915\u0941\u0936\u0932\u0924\u093e\u092a\u0942\u0930\u094d\u0935\u0915 \u0938\u0902\u0917\u094d\u0930\u0939\u0940\u0924, \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0914\u0930 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964 Amazon Redshift \u090f\u0915 \u0938\u094d\u0924\u0902\u092d \u0921\u0947\u091f\u093e \u092d\u0902\u0921\u093e\u0930\u0923 \u0935\u093e\u0938\u094d\u0924\u0941\u0915\u0932\u093e \u092a\u0930 \u0906\u0927\u093e\u0930\u093f\u0924 \u0939\u0948, \u091c\u094b \u0907\u0938\u0947 \u091c\u091f\u093f\u0932 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0914\u0930 \u0909\u091a\u094d\u091a-\u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n<h2>\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0915\u093e \u0907\u0924\u093f\u0939\u093e\u0938<\/h2>\n<p>Amazon Redshift \u0915\u094b \u0938\u092c\u0938\u0947 \u092a\u0939\u0932\u0947 2012 \u092e\u0947\u0902 AWS \u0926\u094d\u0935\u093e\u0930\u093e \u092a\u0947\u0936 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0925\u093e\u0964 \u092f\u0939 \u0915\u094d\u0932\u093e\u0909\u0921-\u0906\u0927\u093e\u0930\u093f\u0924 \u0921\u0947\u091f\u093e \u0935\u0947\u092f\u0930\u0939\u093e\u0909\u0938\u093f\u0902\u0917 \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092e\u0940\u0932 \u0915\u093e \u092a\u0924\u094d\u0925\u0930 \u0925\u093e \u0914\u0930 \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0938\u0947 \u0928\u093f\u092a\u091f\u0928\u0947 \u0935\u093e\u0932\u0947 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u0915\u0947\u0932\u0947\u092c\u093f\u0932\u093f\u091f\u0940 \u0914\u0930 \u0932\u093e\u0917\u0924-\u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u093e \u090f\u0915 \u0928\u092f\u093e \u0938\u094d\u0924\u0930 \u0932\u093e\u092f\u093e\u0964 \u0911\u0928-\u092a\u094d\u0930\u093f\u092e\u093e\u0907\u0938\u0947\u0938 \u0921\u0947\u091f\u093e \u0935\u0947\u092f\u0930\u0939\u093e\u0909\u0938 \u0915\u0947 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0940 \u091c\u091f\u093f\u0932\u0924\u093e \u0915\u094b \u0915\u092e \u0915\u0930\u0928\u0947 \u0914\u0930 AWS \u0915\u0947 \u0915\u094d\u0932\u093e\u0909\u0921 \u0907\u0902\u092b\u094d\u0930\u093e\u0938\u094d\u091f\u094d\u0930\u0915\u094d\u091a\u0930 \u0915\u093e \u0932\u093e\u092d \u0909\u0920\u093e\u0928\u0947 \u0915\u0940 \u091a\u093e\u0939\u0924 \u0930\u0916\u0928\u0947 \u0935\u093e\u0932\u0947 \u0909\u0926\u094d\u092f\u092e\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0907\u0938 \u0938\u0947\u0935\u093e \u0928\u0947 \u0924\u0947\u091c\u093c\u0940 \u0938\u0947 \u0932\u094b\u0915\u092a\u094d\u0930\u093f\u092f\u0924\u093e \u0939\u093e\u0938\u093f\u0932 \u0915\u0940\u0964<\/p>\n<h2>\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u091c\u093e\u0928\u0915\u093e\u0930\u0940<\/h2>\n<p>Amazon Redshift \u0915\u0940 \u0935\u093e\u0938\u094d\u0924\u0941\u0915\u0932\u093e PostgreSQL \u092a\u0930 \u0906\u0927\u093e\u0930\u093f\u0924 \u0939\u0948, \u091c\u094b \u090f\u0915 \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u0930\u093f\u0932\u0947\u0936\u0928\u0932 \u0921\u0947\u091f\u093e\u092c\u0947\u0938 \u092e\u0948\u0928\u0947\u091c\u092e\u0947\u0902\u091f \u0938\u093f\u0938\u094d\u091f\u092e \u0939\u0948\u0964 \u0939\u093e\u0932\u093e\u0901\u0915\u093f, \u0907\u0938\u0947 \u0921\u0947\u091f\u093e \u0935\u0947\u092f\u0930\u0939\u093e\u0909\u0938\u093f\u0902\u0917 \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0909\u0932\u094d\u0932\u0947\u0916\u0928\u0940\u092f \u0917\u0924\u093f \u0915\u0947 \u0938\u093e\u0925 \u0935\u093f\u0936\u093e\u0932 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092a\u0930 \u091c\u091f\u093f\u0932 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923\u093e\u0924\u094d\u092e\u0915 \u0915\u094d\u0935\u0947\u0930\u0940 \u091a\u0932\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<h3>\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0915\u0940 \u0906\u0902\u0924\u0930\u093f\u0915 \u0938\u0902\u0930\u091a\u0928\u093e<\/h3>\n<p>Amazon Redshift \u0915\u0940 \u0935\u093e\u0938\u094d\u0924\u0941\u0915\u0932\u093e \u0915\u0947 \u092e\u0942\u0932 \u092e\u0947\u0902 \u090f\u0915 \u0915\u094d\u0932\u0938\u094d\u091f\u0930 \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0915\u0908 \u0928\u094b\u0921 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0915\u094d\u0932\u0938\u094d\u091f\u0930 \u092e\u0947\u0902 \u090f\u0915 \u0932\u0940\u0921\u0930 \u0928\u094b\u0921 \u0939\u094b\u0924\u093e \u0939\u0948 \u091c\u094b \u0915\u094d\u0932\u093e\u0907\u0902\u091f \u0915\u0928\u0947\u0915\u094d\u0936\u0928, \u0915\u094d\u0935\u0947\u0930\u0940 \u0911\u092a\u094d\u091f\u093f\u092e\u093e\u0907\u091c\u093c\u0947\u0936\u0928 \u0914\u0930 \u0915\u0902\u092a\u094d\u092f\u0942\u091f \u0928\u094b\u0921\u094d\u0938 \u0915\u0947 \u092c\u0940\u091a \u0938\u092e\u0928\u094d\u0935\u092f \u0915\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0915\u0902\u092a\u094d\u092f\u0942\u091f \u0928\u094b\u0921\u094d\u0938 \u0921\u0947\u091f\u093e \u0915\u094b \u0915\u0949\u0932\u092e\u0930 \u092b\u093c\u0949\u0930\u094d\u092e\u0947\u091f \u092e\u0947\u0902 \u0938\u0902\u0917\u094d\u0930\u0939\u0940\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0938\u092e\u093e\u0928\u093e\u0902\u0924\u0930 \u092e\u0947\u0902 \u0915\u094d\u0935\u0947\u0930\u0940 \u0928\u093f\u0937\u094d\u092a\u093e\u0926\u0928 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0935\u093f\u0924\u0930\u093f\u0924 \u092a\u094d\u0930\u0915\u0943\u0924\u093f Amazon Redshift \u0915\u094b \u0905\u0938\u093e\u0927\u093e\u0930\u0923 \u0915\u094d\u0935\u0947\u0930\u0940 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0926\u0947\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u0940 \u0939\u0948, \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u0935\u0930\u094d\u0915\u0932\u094b\u0921 \u0915\u0947 \u0932\u093f\u090f\u0964<\/p>\n<h3>\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0915\u0948\u0938\u0947 \u0915\u093e\u092e \u0915\u0930\u0924\u093e \u0939\u0948<\/h3>\n<p>\u091c\u092c \u0921\u0947\u091f\u093e \u0915\u094b Amazon Redshift \u092e\u0947\u0902 \u0932\u094b\u0921 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u0924\u094b \u0907\u0938\u0947 \u0915\u094d\u0932\u0938\u094d\u091f\u0930 \u092e\u0947\u0902 \u0915\u0902\u092a\u094d\u092f\u0942\u091f \u0928\u094b\u0921\u094d\u0938 \u092e\u0947\u0902 \u0935\u093f\u0924\u0930\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u0921\u0947\u091f\u093e \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0930\u0942\u092a \u0938\u0947 \u0938\u0902\u092a\u0940\u0921\u093c\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948 \u0914\u0930 \u0915\u0949\u0932\u092e\u0930 \u0938\u094d\u091f\u094b\u0930\u0947\u091c \u092e\u0947\u0902 \u0938\u0902\u0917\u094d\u0930\u0939\u0940\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0921\u093f\u0938\u094d\u0915 I\/O \u0915\u092e \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948 \u0914\u0930 \u0915\u094d\u0935\u0947\u0930\u0940 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u0915\u094d\u0935\u0947\u0930\u0940 \u0928\u093f\u0937\u094d\u092a\u093e\u0926\u0928 \u0917\u0924\u093f \u0915\u094b \u0914\u0930 \u092c\u0922\u093c\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f Amazon Redshift \u0909\u0928\u094d\u0928\u0924 \u0915\u094d\u0935\u0947\u0930\u0940 \u0911\u092a\u094d\u091f\u093f\u092e\u093e\u0907\u091c\u093c\u0947\u0936\u0928 \u0924\u0915\u0928\u0940\u0915\u094b\u0902, \u091c\u0948\u0938\u0947 \u091c\u093c\u094b\u0928 \u092e\u0948\u092a\u094d\u0938 \u0914\u0930 \u092a\u094d\u0930\u0947\u0921\u093f\u0915\u0947\u091f \u092a\u0941\u0936\u0921\u093e\u0909\u0928 \u0915\u093e \u092d\u0940 \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n<h2>\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0915\u0940 \u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923<\/h2>\n<p>\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u092e\u0947\u0902 \u0915\u0908 \u0906\u0935\u0936\u094d\u092f\u0915 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902 \u0939\u0948\u0902 \u091c\u094b \u0907\u0938\u0947 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0936\u0915\u094d\u0924\u093f\u0936\u093e\u0932\u0940 \u0921\u0947\u091f\u093e \u0935\u0947\u092f\u0930\u0939\u093e\u0909\u0938\u093f\u0902\u0917 \u0938\u092e\u093e\u0927\u093e\u0928 \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0902:<\/p>\n<ol>\n<li>\n<p><strong>\u0905\u0928\u0941\u092e\u093e\u092a\u0915\u0924\u093e<\/strong>\u0915\u0902\u092a\u094d\u092f\u0942\u091f \u0914\u0930 \u0938\u094d\u091f\u094b\u0930\u0947\u091c \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u0915\u094b \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0930\u0942\u092a \u0938\u0947 \u0938\u094d\u0915\u0947\u0932 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u0947 \u0938\u093e\u0925, \u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0938\u0947 \u0938\u092e\u091d\u094c\u0924\u093e \u0915\u093f\u090f \u092c\u093f\u0928\u093e \u0917\u0940\u0917\u093e\u092c\u093e\u0907\u091f\u094d\u0938 \u0938\u0947 \u0932\u0947\u0915\u0930 \u092a\u0947\u091f\u093e\u092c\u093e\u0907\u091f\u094d\u0938 \u0924\u0915 \u0915\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u094b \u0938\u0902\u092d\u093e\u0932 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0938\u094d\u0924\u0902\u092d\u093e\u0915\u093e\u0930 \u092d\u0902\u0921\u093e\u0930\u0923<\/strong>\u092a\u0902\u0915\u094d\u0924\u093f\u092f\u094b\u0902 \u0915\u0947 \u092c\u091c\u093e\u092f \u0938\u094d\u0924\u0902\u092d\u094b\u0902 \u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u0938\u0902\u0917\u094d\u0930\u0939\u0940\u0924 \u0915\u0930\u0928\u0947 \u0938\u0947 \u0915\u0941\u0936\u0932 \u0921\u0947\u091f\u093e \u0938\u0902\u092a\u0940\u0921\u093c\u0928 \u0914\u0930 \u0924\u0947\u091c\u093c \u0915\u094d\u0935\u0947\u0930\u0940 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u092e\u093f\u0932\u0924\u0940 \u0939\u0948, \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0938\u094d\u0924\u0902\u092d\u094b\u0902 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0924\u0947 \u0938\u092e\u092f\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0938\u092e\u093e\u0928\u093e\u0902\u0924\u0930 \u0915\u094d\u0935\u0947\u0930\u0940 \u0928\u093f\u0937\u094d\u092a\u093e\u0926\u0928<\/strong>\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0915\u0947 \u0915\u0902\u092a\u094d\u092f\u0942\u091f \u0928\u094b\u0921\u094d\u0938 \u0915\u0940 \u0935\u093f\u0924\u0930\u093f\u0924 \u092a\u094d\u0930\u0915\u0943\u0924\u093f \u0915\u094d\u0935\u0947\u0930\u0940\u091c\u093c \u0915\u0947 \u0938\u092e\u093e\u0928\u093e\u0902\u0924\u0930 \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0915\u094b \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0921\u0947\u091f\u093e \u092a\u0941\u0928\u0930\u094d\u092a\u094d\u0930\u093e\u092a\u094d\u0924\u093f \u092e\u0947\u0902 \u0924\u0947\u091c\u0940 \u0906\u0924\u0940 \u0939\u0948\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u092c\u0948\u0915\u0905\u092a \u0914\u0930 \u092a\u0941\u0928\u0930\u094d\u0938\u094d\u0925\u093e\u092a\u0928\u093e<\/strong>\u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u092c\u0948\u0915\u0905\u092a \u0914\u0930 \u092c\u093f\u0902\u0926\u0941-\u0926\u0930-\u092c\u093f\u0902\u0926\u0941 \u092a\u0941\u0928\u0930\u094d\u0938\u094d\u0925\u093e\u092a\u0928\u093e \u0921\u0947\u091f\u093e \u0938\u094d\u0925\u093e\u092f\u093f\u0924\u094d\u0935 \u0914\u0930 \u092e\u0928 \u0915\u0940 \u0936\u093e\u0902\u0924\u093f \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0905\u0928\u094d\u092f AWS \u0938\u0947\u0935\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0930\u0923<\/strong>\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0905\u0928\u094d\u092f AWS \u0938\u0947\u0935\u093e\u0913\u0902 \u091c\u0948\u0938\u0947 \u0915\u093f \u0905\u092e\u0947\u091c\u093c\u0928 S3, AWS \u0917\u094d\u0932\u0942 \u0914\u0930 AWS \u0921\u0947\u091f\u093e \u092a\u093e\u0907\u092a\u0932\u093e\u0907\u0928 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0939\u091c\u0924\u093e \u0938\u0947 \u090f\u0915\u0940\u0915\u0943\u0924 \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0921\u0947\u091f\u093e \u0905\u0902\u0924\u0930\u094d\u0917\u094d\u0930\u0939\u0923 \u0914\u0930 \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0935\u0930\u094d\u0915\u092b\u093c\u094d\u0932\u094b \u092e\u0947\u0902 \u0938\u0941\u0935\u093f\u0927\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/p>\n<\/li>\n<\/ol>\n<h2>\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930<\/h2>\n<p>\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0926\u094b \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u0928\u094b\u0921\u094d\u0938 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948:<\/p>\n<ol>\n<li>\n<p><strong>\u0938\u0918\u0928 \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f \u0928\u094b\u0921\u094d\u0938<\/strong>\u092f\u0947 \u0928\u094b\u0921\u094d\u0938 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f-\u0917\u0939\u0928 \u0915\u093e\u0930\u094d\u092f\u092d\u093e\u0930 \u0914\u0930 \u0915\u092e \u0915\u094d\u0935\u0947\u0930\u0940 \u0935\u093f\u0932\u0902\u092c\u0924\u093e \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0935\u093e\u0932\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0939\u0948\u0902\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0938\u0918\u0928 \u092d\u0902\u0921\u093e\u0930\u0923 \u0928\u094b\u0921\u094d\u0938<\/strong>\u092f\u0947 \u0928\u094b\u0921\u094d\u0938 \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0921\u0947\u091f\u093e \u0935\u0947\u092f\u0930\u0939\u093e\u0909\u0938\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u090f \u0917\u090f \u0939\u0948\u0902, \u091c\u094b \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0932\u093e\u0917\u0924-\u0915\u0941\u0936\u0932 \u092d\u0902\u0921\u093e\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f \u0909\u091a\u094d\u091a \u092d\u0902\u0921\u093e\u0930\u0923 \u0915\u094d\u0937\u092e\u0924\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<\/li>\n<\/ol>\n<p>\u0928\u0940\u091a\u0947 \u0926\u094b \u0928\u094b\u0921 \u092a\u094d\u0930\u0915\u093e\u0930\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u0924\u093e\u0932\u093f\u0915\u093e \u0926\u0940 \u0917\u0908 \u0939\u0948:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0928\u094b\u0921 \u092a\u094d\u0930\u0915\u093e\u0930<\/th>\n<th>\u0909\u0926\u093e\u0939\u0930\u0923<\/th>\n<th>\u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928<\/th>\n<th>\u092d\u0902\u0921\u093e\u0930\u0923 \u0915\u094d\u0937\u092e\u0924\u093e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0938\u0918\u0928 \u0938\u0902\u0917\u0923\u0928\u093e<\/td>\n<td>\u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f-\u0917\u0939\u0928 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923, \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u0921\u0948\u0936\u092c\u094b\u0930\u094d\u0921<\/td>\n<td>\u0909\u091a\u094d\u091a<\/td>\n<td>\u092e\u0927\u094d\u092f\u092e<\/td>\n<\/tr>\n<tr>\n<td>\u0938\u0918\u0928 \u092d\u0902\u0921\u093e\u0930\u0923<\/td>\n<td>\u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0921\u0947\u091f\u093e \u0935\u0947\u092f\u0930\u0939\u093e\u0909\u0938\u093f\u0902\u0917, \u0910\u0924\u093f\u0939\u093e\u0938\u093f\u0915 \u0921\u0947\u091f\u093e<\/td>\n<td>\u092e\u0927\u094d\u092f\u092e<\/td>\n<td>\u0909\u091a\u094d\u091a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0924\u0930\u0940\u0915\u0947 \u0914\u0930 \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0901<\/h2>\n<p>\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0909\u0926\u094d\u092f\u094b\u0917\u094b\u0902 \u0914\u0930 \u0909\u092a\u092f\u094b\u0917 \u092e\u093e\u092e\u0932\u094b\u0902 \u092e\u0947\u0902 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948:<\/p>\n<ol>\n<li>\n<p><strong>\u092c\u093f\u091c\u0928\u0947\u0938 \u0907\u0902\u091f\u0947\u0932\u093f\u091c\u0947\u0902\u0938 \u0914\u0930 \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938<\/strong>\u0915\u0902\u092a\u0928\u093f\u092f\u093e\u0902 \u091c\u091f\u093f\u0932 \u0921\u0947\u091f\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902 \u0914\u0930 \u0935\u093f\u0936\u093e\u0932 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0938\u0947 \u0935\u094d\u092f\u093e\u0935\u0938\u093e\u092f\u093f\u0915 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0921\u0947\u091f\u093e \u092d\u0923\u094d\u0921\u093e\u0930\u0923<\/strong>\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0910\u0924\u093f\u0939\u093e\u0938\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0915\u0947\u0902\u0926\u094d\u0930\u0940\u092f \u092d\u0902\u0921\u093e\u0930 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0915\u093e\u0930\u094d\u092f \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u093f\u0902\u0917 \u0914\u0930 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u0906\u0938\u093e\u0928 \u092a\u0941\u0928\u0930\u094d\u092a\u094d\u0930\u093e\u092a\u094d\u0924\u093f \u0938\u0902\u092d\u0935 \u0939\u094b \u091c\u093e\u0924\u0940 \u0939\u0948\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0921\u0947\u091f\u093e \u0905\u0928\u094d\u0935\u0947\u0937\u0923<\/strong>\u0921\u0947\u091f\u093e \u0935\u0948\u091c\u094d\u091e\u093e\u0928\u093f\u0915 \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u093e \u0915\u0941\u0936\u0932\u0924\u093e\u092a\u0942\u0930\u094d\u0935\u0915 \u0905\u0928\u094d\u0935\u0947\u0937\u0923 \u0914\u0930 \u092a\u094d\u0930\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<\/li>\n<\/ol>\n<p>\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0915\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u092e\u0928\u0947 \u0905\u0915\u094d\u0938\u0930 \u0906\u0928\u0947 \u0935\u093e\u0932\u0940 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0901 \u0907\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0939\u0948\u0902:<\/p>\n<ul>\n<li>\n<p><strong>\u0921\u0947\u091f\u093e \u0932\u094b\u0921 \u0939\u094b \u0930\u0939\u093e \u0939\u0948<\/strong>\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u092e\u0947\u0902 \u092c\u0921\u093c\u0940 \u092e\u093e\u0924\u094d\u0930\u093e \u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u0932\u094b\u0921 \u0915\u0930\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u092e\u092f \u0932\u0947\u0928\u0947 \u0935\u093e\u0932\u0940 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948, \u0914\u0930 \u0921\u0947\u091f\u093e \u0932\u094b\u0921\u093f\u0902\u0917 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0930\u0928\u093e \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0932\u093e\u0917\u0924 \u092a\u094d\u0930\u092c\u0902\u0927\u0928<\/strong>\u0939\u093e\u0932\u093e\u0902\u0915\u093f \u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0932\u093e\u0917\u0924 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0935\u093e\u0924\u093e\u0935\u0930\u0923 \u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u092d\u0902\u0921\u093e\u0930\u0923 \u0914\u0930 \u0915\u094d\u0935\u0947\u0930\u0940 \u0928\u093f\u0937\u094d\u092a\u093e\u0926\u0928 \u0915\u0940 \u0932\u093e\u0917\u0924 \u0915\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u093e\u0935\u0927\u093e\u0928\u0940\u092a\u0942\u0930\u094d\u0935\u0915 \u092f\u094b\u091c\u0928\u093e \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/p>\n<\/li>\n<\/ul>\n<h2>\u092e\u0941\u0916\u094d\u092f \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901 \u0914\u0930 \u0938\u092e\u093e\u0928 \u0936\u092c\u094d\u0926\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0924\u0941\u0932\u0928\u093e<\/h2>\n<h3>\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u092c\u0928\u093e\u092e \u0905\u092e\u0947\u091c\u093c\u0928 \u0906\u0930\u0921\u0940\u090f\u0938 (\u0930\u093f\u0932\u0947\u0936\u0928\u0932 \u0921\u0947\u091f\u093e\u092c\u0947\u0938 \u0938\u0930\u094d\u0935\u093f\u0938)<\/h3>\n<p>\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0914\u0930 \u0905\u092e\u0947\u091c\u093c\u0928 \u0906\u0930\u0921\u0940\u090f\u0938 \u0926\u094b\u0928\u094b\u0902 \u0939\u0940 AWS \u0926\u094d\u0935\u093e\u0930\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0940 \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0940 \u092a\u094d\u0930\u092c\u0902\u0927\u093f\u0924 \u0921\u0947\u091f\u093e\u092c\u0947\u0938 \u0938\u0947\u0935\u093e\u090f\u0901 \u0939\u0948\u0902, \u0932\u0947\u0915\u093f\u0928 \u0935\u0947 \u0905\u0932\u0917-\u0905\u0932\u0917 \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f\u094b\u0902 \u0915\u0940 \u092a\u0942\u0930\u094d\u0924\u093f \u0915\u0930\u0924\u0940 \u0939\u0948\u0902:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0935\u093f\u0936\u0947\u0937\u0924\u093e<\/th>\n<th>\u0905\u092e\u0947\u091c\u093c\u0945\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f<\/th>\n<th>\u0905\u092e\u0947\u091c\u093c\u0928 \u0906\u0930\u0921\u0940\u090f\u0938<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0909\u0926\u093e\u0939\u0930\u0923<\/td>\n<td>\u0921\u0947\u091f\u093e \u0935\u0947\u092f\u0930\u0939\u093e\u0909\u0938\u093f\u0902\u0917 \u0914\u0930 \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938<\/td>\n<td>OLTP \u0914\u0930 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0930\u093f\u0932\u0947\u0936\u0928\u0932 \u0921\u0947\u091f\u093e\u092c\u0947\u0938<\/td>\n<\/tr>\n<tr>\n<td>\u0921\u0947\u091f\u093e \u0938\u0902\u0917\u094d\u0930\u0939\u0923 \u092a\u094d\u0930\u093e\u0930\u0942\u092a<\/td>\n<td>\u0938\u094d\u0924\u0902\u092d\u093e\u0915\u093e\u0930 \u092d\u0902\u0921\u093e\u0930\u0923<\/td>\n<td>\u092a\u0902\u0915\u094d\u0924\u093f-\u0906\u0927\u093e\u0930\u093f\u0924 \u092d\u0902\u0921\u093e\u0930\u0923<\/td>\n<\/tr>\n<tr>\n<td>\u0915\u094d\u0935\u0947\u0930\u0940 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928<\/td>\n<td>\u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923\u093e\u0924\u094d\u092e\u0915 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924<\/td>\n<td>\u0932\u0947\u0928-\u0926\u0947\u0928 \u0938\u0902\u092c\u0902\u0927\u0940 \u0915\u093e\u0930\u094d\u092f\u092d\u093e\u0930 \u0915\u0947 \u0932\u093f\u090f \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924<\/td>\n<\/tr>\n<tr>\n<td>\u0938\u094d\u0915\u0947\u0932\u093f\u0902\u0917<\/td>\n<td>\u0915\u094d\u0937\u0948\u0924\u093f\u091c \u0938\u094d\u0915\u0947\u0932\u093f\u0902\u0917 (\u0915\u0902\u092a\u094d\u092f\u0942\u091f \u0928\u094b\u0921\u094d\u0938)<\/td>\n<td>\u0935\u0930\u094d\u091f\u093f\u0915\u0932 \u0938\u094d\u0915\u0947\u0932\u093f\u0902\u0917 (\u0907\u0902\u0938\u094d\u091f\u0947\u0902\u0938 \u0906\u0915\u093e\u0930)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u092a\u0930\u093f\u092a\u094d\u0930\u0947\u0915\u094d\u0937\u094d\u092f \u0914\u0930 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0940 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u093e\u0902<\/h2>\n<p>\u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b\u0924\u0940 \u091c\u093e \u0930\u0939\u0940 \u0939\u0948, \u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u092e\u0947\u0902 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0926\u0947\u0916\u0928\u0947 \u0915\u094b \u092e\u093f\u0932\u0947\u0917\u093e:<\/p>\n<ol>\n<li>\n<p><strong>\u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0938\u0902\u0935\u0930\u094d\u0926\u094d\u0927\u0928<\/strong>: AWS \u0938\u0902\u092d\u0935\u0924\u0903 \u0915\u094d\u0935\u0947\u0930\u0940 \u0928\u093f\u0937\u094d\u092a\u093e\u0926\u0928 \u0915\u094b \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0930\u0928\u093e \u091c\u093e\u0930\u0940 \u0930\u0916\u0947\u0917\u093e \u0924\u0925\u093e \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u094b \u0914\u0930 \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u0908 \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0901 \u092a\u094d\u0930\u0938\u094d\u0924\u0941\u0924 \u0915\u0930\u0947\u0917\u093e\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u090f\u0906\u0908 \u0914\u0930 \u090f\u092e\u090f\u0932 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0930\u0923<\/strong>\u0939\u092e AWS \u0915\u0940 AI \u0914\u0930 ML \u0938\u0947\u0935\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0915\u093e \u0905\u0927\u093f\u0915 \u0938\u0918\u0928 \u090f\u0915\u0940\u0915\u0930\u0923 \u0926\u0947\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0921\u0947\u091f\u093e \u0938\u0947 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0928\u093e \u0906\u0938\u093e\u0928 \u0939\u094b \u091c\u093e\u090f\u0917\u093e\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0938\u0930\u094d\u0935\u0930 \u0930\u0939\u093f\u0924 \u0921\u0947\u091f\u093e \u0935\u0947\u092f\u0930\u0939\u093e\u0909\u0938\u093f\u0902\u0917<\/strong>AWS, \u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0915\u0947 \u0932\u093f\u090f \u0938\u0930\u094d\u0935\u0930 \u0930\u0939\u093f\u0924 \u092f\u093e \u0911\u091f\u094b-\u0938\u094d\u0915\u0947\u0932\u093f\u0902\u0917 \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0913\u0935\u0930\u0939\u0947\u0921 \u0914\u0930 \u0932\u093e\u0917\u0924 \u0915\u092e \u0939\u094b \u091c\u093e\u090f\u0917\u0940\u0964<\/p>\n<\/li>\n<\/ol>\n<h2>\u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0948\u0938\u0947 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948 \u092f\u093e \u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0915\u0947 \u0938\u093e\u0925 \u0915\u0948\u0938\u0947 \u0938\u0902\u092c\u0926\u094d\u0927 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948<\/h2>\n<p>\u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930, \u091c\u0948\u0938\u0947 \u0915\u093f \u0935\u0928\u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0926\u094d\u0935\u093e\u0930\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u093f\u090f \u0917\u090f, \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0915\u0947 \u0938\u093e\u0925 \u0915\u0908 \u0924\u0930\u0940\u0915\u094b\u0902 \u0938\u0947 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948:<\/p>\n<ol>\n<li>\n<p><strong>\u0921\u0947\u091f\u093e \u0905\u0902\u0924\u0930\u094d\u0917\u094d\u0930\u0939\u0923<\/strong>\u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u092c\u093e\u0939\u0930\u0940 \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0938\u0947 \u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u092e\u0947\u0902 \u0938\u0941\u0930\u0915\u094d\u0937\u093f\u0924 \u0921\u0947\u091f\u093e \u0905\u0902\u0924\u0930\u094d\u0917\u094d\u0930\u0939\u0923 \u0915\u0940 \u0938\u0941\u0935\u093f\u0927\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0921\u0947\u091f\u093e \u0917\u094b\u092a\u0928\u0940\u092f\u0924\u093e \u0914\u0930 \u0905\u0916\u0902\u0921\u0924\u093e \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0915\u094d\u0935\u0947\u0930\u0940 \u0915\u0948\u0936\u093f\u0902\u0917<\/strong>\u092c\u093e\u0930-\u092c\u093e\u0930 \u090f\u0915\u094d\u0938\u0947\u0938 \u0915\u093f\u090f \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u0921\u0947\u091f\u093e \u0915\u094b \u0915\u0948\u0936 \u0915\u0930\u0915\u0947, \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u092a\u0930 \u0932\u094b\u0921 \u0915\u094b \u0915\u092e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0915\u094d\u0935\u0947\u0930\u0940 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u092c\u0947\u0939\u0924\u0930 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u092f\u093e\u0924\u093e\u092f\u093e\u0924 \u092a\u094d\u0930\u092c\u0902\u0927\u0928<\/strong>\u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0915\u094d\u0935\u0947\u0930\u0940 \u0905\u0928\u0941\u0930\u094b\u0927\u094b\u0902 \u0915\u094b \u0915\u0908 \u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0915\u094d\u0932\u0938\u094d\u091f\u0930\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u0924\u0930\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0938\u0902\u0938\u093e\u0927\u0928 \u0909\u092a\u092f\u094b\u0917 \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n<\/li>\n<\/ol>\n<h2>\u0938\u092e\u094d\u092c\u0902\u0927\u093f\u0924 \u0932\u093f\u0902\u0915\u094d\u0938<\/h2>\n<p>\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u0947 \u0932\u093f\u090f, \u0906\u092a \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><a href=\"https:\/\/aws.amazon.com\/redshift\/\" target=\"_new\" rel=\"noopener nofollow\">\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u2013 AWS<\/a><\/li>\n<li><a href=\"https:\/\/docs.aws.amazon.com\/redshift\/latest\/dg\/welcome.html\" target=\"_new\" rel=\"noopener nofollow\">\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0921\u0949\u0915\u094d\u092f\u0942\u092e\u0947\u0902\u091f\u0947\u0936\u0928 \u2013 AWS<\/a><\/li>\n<li><a href=\"https:\/\/docs.aws.amazon.com\/redshift\/latest\/dg\/best-practices.html\" target=\"_new\" rel=\"noopener nofollow\">\u0905\u092e\u0947\u091c\u093c\u0928 \u0930\u0947\u0921\u0936\u093f\u092b\u094d\u091f \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u0905\u092d\u094d\u092f\u093e\u0938 \u2013 AWS<\/a><\/li>\n<\/ul>\n<p>Amazon Redshift \u0928\u093f\u0938\u094d\u0938\u0902\u0926\u0947\u0939 \u0921\u0947\u091f\u093e \u0935\u0947\u092f\u0930\u0939\u093e\u0909\u0938\u093f\u0902\u0917 \u0914\u0930 \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u0915\u0940 \u0926\u0941\u0928\u093f\u092f\u093e \u092e\u0947\u0902 \u090f\u0915 \u0917\u0947\u092e-\u091a\u0947\u0902\u091c\u0930 \u0939\u0948, \u091c\u094b \u092c\u0947\u091c\u094b\u0921\u093c \u0938\u094d\u0915\u0947\u0932\u0947\u092c\u093f\u0932\u093f\u091f\u0940, \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0914\u0930 \u0932\u093e\u0917\u0924-\u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0905\u0928\u094d\u092f AWS \u0938\u0947\u0935\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0907\u0938\u0915\u093e \u0938\u0939\u091c \u090f\u0915\u0940\u0915\u0930\u0923 \u0914\u0930 \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u0917\u0924\u0924\u093e \u0907\u0938\u0947 \u0909\u0928 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0936\u0940\u0930\u094d\u0937 \u0935\u093f\u0915\u0932\u094d\u092a \u092c\u0928\u093e\u0924\u0940 \u0939\u0948 \u091c\u094b \u0905\u092a\u0928\u0947 \u0921\u0947\u091f\u093e \u0915\u0940 \u092a\u0942\u0930\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u094b \u0905\u0928\u0932\u0949\u0915 \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964 \u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u0924\u0915\u0928\u0940\u0915 \u0906\u0917\u0947 \u092c\u0922\u093c\u0924\u0940 \u0939\u0948, \u0939\u092e \u0921\u0947\u091f\u093e \u0935\u0947\u092f\u0930\u0939\u093e\u0909\u0938\u093f\u0902\u0917 \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u0914\u0930 \u092d\u0940 \u0930\u094b\u092e\u093e\u0902\u091a\u0915 \u0935\u093f\u0915\u093e\u0938 \u0915\u0940 \u0909\u092e\u094d\u092e\u0940\u0926 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u092e\u0947\u0902 Amazon Redshift \u0938\u092c\u0938\u0947 \u0906\u0917\u0947 \u0939\u0948\u0964<\/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\/in\/wp-json\/wp\/v2\/wiki\/475846","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki\/475846\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/media\/467529"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/media?parent=475846"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}