{"id":477171,"date":"2023-08-09T09:08:44","date_gmt":"2023-08-09T09:08:44","guid":{"rendered":""},"modified":"2023-09-05T11:14:13","modified_gmt":"2023-09-05T11:14:13","slug":"extreme-data","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/in\/wiki\/extreme-data\/","title":{"rendered":"\u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0921\u0947\u091f\u093e"},"content":{"rendered":"

\u0938\u0942\u091a\u0928\u093e \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0914\u0930 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u090f\u0915\u094d\u0938\u091f\u094d\u0930\u0940\u092e \u0921\u0947\u091f\u093e, \u0921\u0947\u091f\u093e \u0915\u0947 \u0935\u093f\u0936\u093e\u0932, \u0935\u093f\u0935\u093f\u0927 \u0914\u0930 \u0924\u0947\u091c\u0940 \u0938\u0947 \u092c\u0922\u093c\u0924\u0947 \u0938\u0947\u091f \u0915\u094b \u0938\u0902\u0926\u0930\u094d\u092d\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u094b \u0907\u0924\u0928\u0947 \u092c\u0921\u093c\u0947 \u0914\u0930 \u091c\u091f\u093f\u0932 \u0939\u0948\u0902 \u0915\u093f \u0935\u0947 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u0914\u0930 \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u0938\u093f\u0938\u094d\u091f\u092e \u0915\u094b \u091a\u0941\u0928\u094c\u0924\u0940 \u0926\u0947\u0924\u0947 \u0939\u0948\u0902\u0964 \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0921\u0947\u091f\u093e \u0906\u0915\u093e\u0930 (\u092e\u093e\u0924\u094d\u0930\u093e), \u0935\u093f\u0915\u093e\u0938 \u0926\u0930 (\u0935\u0947\u0917), \u0914\u0930 \u0935\u093f\u0935\u093f\u0927 \u092a\u094d\u0930\u093e\u0930\u0942\u092a\u094b\u0902 (\u0935\u093f\u0935\u093f\u0927\u0924\u093e) \u0915\u0940 \u0938\u0940\u092e\u093e\u0913\u0902 \u0915\u094b \u0906\u0917\u0947 \u092c\u0922\u093c\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e \u0915\u0940 \u0905\u0935\u0927\u093e\u0930\u0923\u093e \u0915\u093e \u0935\u093f\u0938\u094d\u0924\u093e\u0930 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/p>\n

\u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0915\u0940 \u0910\u0924\u093f\u0939\u093e\u0938\u093f\u0915 \u0909\u0924\u094d\u092a\u0924\u094d\u0924\u093f \u0914\u0930 \u092a\u094d\u0930\u093e\u0930\u0902\u092d\u093f\u0915 \u0909\u0932\u094d\u0932\u0947\u0916<\/h2>\n

\u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0915\u0940 \u0909\u0924\u094d\u092a\u0924\u094d\u0924\u093f \u0915\u093e \u092a\u0924\u093e \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e \u0915\u0947 \u0935\u093f\u0915\u093e\u0938 \u0938\u0947 \u0932\u0917\u093e\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0928\u0947 21\u0935\u0940\u0902 \u0938\u0926\u0940 \u0915\u0940 \u0936\u0941\u0930\u0941\u0906\u0924 \u092e\u0947\u0902 \u091c\u094b\u0930 \u092a\u0915\u0921\u093c\u093e\u0964 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0914\u0930 \u0921\u093f\u091c\u093f\u091f\u0932\u0940\u0915\u0930\u0923 \u092e\u0947\u0902 \u092a\u094d\u0930\u0917\u0924\u093f \u0915\u0947 \u0938\u093e\u0925, \u0926\u0941\u0928\u093f\u092f\u093e \u092d\u0930 \u092e\u0947\u0902 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0921\u0947\u091f\u093e \u0915\u0940 \u092e\u093e\u0924\u094d\u0930\u093e \u0924\u0947\u091c\u0940 \u0938\u0947 \u092c\u0922\u093c\u0940 \u0939\u0948\u0964 \u0938\u0902\u0917\u0920\u0928\u094b\u0902 \u0928\u0947 \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u092a\u0930 \u0921\u0947\u091f\u093e \u0938\u0947\u091f\u094b\u0902 \u0938\u0947 \u091c\u0942\u091d\u0928\u093e \u0936\u0941\u0930\u0942 \u0915\u0930 \u0926\u093f\u092f\u093e, \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0921\u0947\u091f\u093e\u092c\u0947\u0938 \u0914\u0930 \u0938\u0949\u092b\u094d\u091f\u0935\u0947\u092f\u0930 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u092a\u094d\u0930\u092c\u0902\u0927\u093f\u0924 \u0914\u0930 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u093e \u092e\u0941\u0936\u094d\u0915\u093f\u0932 \u0925\u093e\u0964<\/p>\n

"\u091a\u0930\u092e \u0921\u0947\u091f\u093e" \u0915\u093e \u092a\u0939\u0932\u093e \u0938\u094d\u092a\u0937\u094d\u091f \u0909\u0932\u094d\u0932\u0947\u0916 2010 \u0915\u0947 \u092e\u0927\u094d\u092f \u0915\u0947 \u0906\u0938\u092a\u093e\u0938 \u0926\u093f\u0916\u093e\u0908 \u0926\u0947\u0928\u0947 \u0932\u0917\u093e, \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u0907\u0902\u091f\u0930\u0928\u0947\u091f \u0911\u092b \u0925\u093f\u0902\u0917\u094d\u0938 (IoT), \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u0914\u0930 \u0921\u093f\u091c\u093f\u091f\u0932 \u0915\u0949\u092e\u0930\u094d\u0938 \u0915\u0947 \u092a\u094d\u0930\u0938\u093e\u0930 \u0915\u0947 \u0915\u093e\u0930\u0923 \u0921\u0947\u091f\u093e \u0915\u0940 \u092e\u093e\u0924\u094d\u0930\u093e \u0924\u0947\u091c\u0940 \u0938\u0947 \u092c\u0922\u093c\u0940\u0964 \u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u092c\u0921\u093c\u0940 \u0921\u0947\u091f\u093e \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u093e\u0901 \u0907\u0928 \u0935\u093f\u0938\u094d\u0924\u093e\u0930\u093f\u0924 \u0921\u0947\u091f\u093e \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0938\u0947 \u091c\u0942\u091d\u0924\u0940 \u0917\u0908\u0902, \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0915\u0940 \u0905\u0935\u0927\u093e\u0930\u0923\u093e \u0915\u094b \u092e\u093e\u0928\u094d\u092f\u0924\u093e \u092e\u093f\u0932\u0928\u0940 \u0936\u0941\u0930\u0942 \u0939\u094b \u0917\u0908\u0964<\/p>\n

\u0935\u093f\u0937\u092f \u0915\u093e \u0935\u093f\u0938\u094d\u0924\u093e\u0930: \u091a\u0930\u092e \u0921\u0947\u091f\u093e<\/h2>\n

\u091a\u0930\u092e \u0921\u0947\u091f\u093e \u090f\u0915 \u092c\u0939\u0941\u0906\u092f\u093e\u092e\u0940 \u0918\u091f\u0928\u093e \u0939\u0948 \u091c\u093f\u0938\u092e\u0947\u0902 \u0915\u0908 \u0906\u092f\u093e\u092e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/p>\n

    \n
  1. \u0906\u092f\u0924\u0928<\/strong>: \u092f\u0939 \u0921\u0947\u091f\u093e \u0915\u0940 \u0935\u093f\u0936\u093e\u0932 \u092e\u093e\u0924\u094d\u0930\u093e \u0915\u094b \u0926\u0930\u094d\u0936\u093e\u0924\u093e \u0939\u0948\u0964 \u090f\u0915\u094d\u0938\u091f\u094d\u0930\u0940\u092e \u0921\u0947\u091f\u093e \u0906\u092e \u0924\u094c\u0930 \u092a\u0930 \u0921\u0947\u091f\u093e \u0915\u0947 \u092a\u0947\u091f\u093e\u092c\u093e\u0907\u091f\u094d\u0938 \u092f\u093e \u090f\u0915\u094d\u0938\u093e\u092c\u093e\u0907\u091f \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/li>\n
  2. \u0935\u0947\u0917<\/strong>: \u092f\u0939 \u0909\u0938 \u0917\u0924\u093f \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0939\u0948 \u091c\u093f\u0938 \u092a\u0930 \u0921\u0947\u091f\u093e \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0914\u0930 \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u093e\u0925, \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0905\u0915\u094d\u0938\u0930 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092f\u093e \u0928\u093f\u0915\u091f-\u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092e\u0947\u0902 \u0924\u0948\u092f\u093e\u0930 \u0915\u0940 \u091c\u093e\u0924\u0940 \u0939\u0948\u0964<\/li>\n
  3. \u0935\u093f\u0935\u093f\u0927\u0924\u093e<\/strong>: \u092f\u0939 \u0921\u0947\u091f\u093e \u0915\u0947 \u0935\u093f\u0935\u093f\u0927 \u092a\u094d\u0930\u093e\u0930\u0942\u092a\u094b\u0902 \u0915\u094b \u0907\u0902\u0917\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u090f\u0915\u094d\u0938\u091f\u094d\u0930\u0940\u092e \u0921\u0947\u091f\u093e \u092e\u0947\u0902 \u091f\u0947\u0915\u094d\u0938\u094d\u091f \u0914\u0930 \u0908\u092e\u0947\u0932 \u0938\u0947 \u0932\u0947\u0915\u0930 \u091b\u0935\u093f\u092f\u094b\u0902 \u0914\u0930 \u0935\u0940\u0921\u093f\u092f\u094b \u0924\u0915 \u0938\u0902\u0930\u091a\u093f\u0924, \u0905\u0930\u094d\u0927-\u0938\u0902\u0930\u091a\u093f\u0924 \u0914\u0930 \u0905\u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e \u0938\u094d\u0930\u094b\u0924 \u0936\u093e\u092e\u093f\u0932 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n
  4. \u0938\u091a\u094d\u091a\u093e\u0908<\/strong>: \u092f\u0939 \u0921\u0947\u091f\u093e \u0915\u0940 \u0905\u0928\u093f\u0936\u094d\u091a\u093f\u0924\u0924\u093e \u0915\u094b \u0926\u0930\u094d\u0936\u093e\u0924\u093e \u0939\u0948\u0964 \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0905\u0915\u094d\u0938\u0930 \u0917\u0921\u093c\u092c\u0921\u093c \u0914\u0930 \u0905\u0935\u093f\u0936\u094d\u0935\u0938\u0928\u0940\u092f \u0939\u094b\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0915\u0947 \u0932\u093f\u090f \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0938\u092b\u093e\u0908 \u0914\u0930 \u0938\u0924\u094d\u092f\u093e\u092a\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/li>\n
  5. \u0915\u0940\u092e\u0924<\/strong>: \u092f\u0939 \u0909\u0928 \u0909\u092a\u092f\u094b\u0917\u0940 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f\u092f\u094b\u0902 \u0915\u094b \u0938\u0902\u0926\u0930\u094d\u092d\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0921\u0947\u091f\u093e \u0938\u0947 \u0928\u093f\u0915\u093e\u0932\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u093e\u0925 \u091a\u0941\u0928\u094c\u0924\u0940 \u0935\u093f\u0936\u093e\u0932, \u091c\u091f\u093f\u0932 \u0921\u0947\u091f\u093e \u0915\u094b \u0915\u093e\u0930\u094d\u0930\u0935\u093e\u0908 \u092f\u094b\u0917\u094d\u092f \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u092e\u0947\u0902 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u093f\u0924 \u0915\u0930\u0928\u093e \u0939\u0948\u0964<\/li>\n<\/ol>\n

    \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0915\u0940 \u0906\u0902\u0924\u0930\u093f\u0915 \u0938\u0902\u0930\u091a\u0928\u093e \u0914\u0930 \u0907\u0938\u0915\u0940 \u0915\u093e\u0930\u094d\u092f\u092a\u094d\u0930\u0923\u093e\u0932\u0940<\/h2>\n

    \u090f\u0915\u094d\u0938\u091f\u094d\u0930\u0940\u092e \u0921\u0947\u091f\u093e \u092e\u0947\u0902 \u0915\u094b\u0908 \u092a\u0930\u093f\u092d\u093e\u0937\u093f\u0924 \u0906\u0902\u0924\u0930\u093f\u0915 \u0938\u0902\u0930\u091a\u0928\u093e \u0928\u0939\u0940\u0902 \u0939\u094b\u0924\u0940 \u0939\u0948, \u091c\u094b \u0907\u0938\u0915\u0940 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0938\u0947 \u090f\u0915 \u0939\u0948\u0964 \u0907\u0938\u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0915\u093e\u0930\u094b\u0902 \u0915\u0940 \u090f\u0915 \u0935\u093f\u0936\u093e\u0932 \u0936\u094d\u0930\u0943\u0902\u0916\u0932\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e (\u091c\u0948\u0938\u0947 \u0921\u0947\u091f\u093e\u092c\u0947\u0938), \u0905\u0930\u094d\u0927-\u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e (\u091c\u0948\u0938\u0947 XML \u092b\u093c\u093e\u0907\u0932\u0947\u0902), \u0914\u0930 \u0905\u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e (\u091c\u0948\u0938\u0947 \u091f\u0947\u0915\u094d\u0938\u094d\u091f \u092b\u093c\u093e\u0907\u0932\u0947\u0902, \u091a\u093f\u0924\u094d\u0930, \u0935\u0940\u0921\u093f\u092f\u094b) \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964<\/p>\n

    \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0947 \u0932\u093f\u090f \u0906\u092e\u0924\u094c\u0930 \u092a\u0930 \u0921\u0947\u091f\u093e \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u0938\u0902\u0917\u094d\u0930\u0939\u0940\u0924 \u0914\u0930 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0924\u0930\u093f\u0924 \u0938\u093f\u0938\u094d\u091f\u092e \u0914\u0930 \u0938\u092e\u093e\u0928\u093e\u0902\u0924\u0930 \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u092f\u0947 \u0938\u093f\u0938\u094d\u091f\u092e \u0921\u0947\u091f\u093e \u0915\u094b \u091b\u094b\u091f\u0947-\u091b\u094b\u091f\u0947 \u0939\u093f\u0938\u094d\u0938\u094b\u0902 \u092e\u0947\u0902 \u0924\u094b\u0921\u093c\u0924\u0947 \u0939\u0948\u0902, \u0909\u0928\u094d\u0939\u0947\u0902 \u0915\u0908 \u0928\u094b\u0921\u094d\u0938 \u092e\u0947\u0902 \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0930\u0942\u092a \u0938\u0947 \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0914\u0930 \u092b\u093f\u0930 \u092a\u0930\u093f\u0923\u093e\u092e\u094b\u0902 \u0915\u094b \u090f\u0915\u0924\u094d\u0930\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 Hadoop, Spark, \u0914\u0930 NoSQL \u0921\u0947\u091f\u093e\u092c\u0947\u0938 \u091c\u0948\u0938\u0940 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0906\u092e\u0924\u094c\u0930 \u092a\u0930 \u0907\u0938 \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n

    \u090f\u0915\u094d\u0938\u091f\u094d\u0930\u0940\u092e \u0921\u0947\u091f\u093e \u0915\u0940 \u092e\u0941\u0916\u094d\u092f \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902<\/h2>\n

    \u090f\u0915\u094d\u0938\u091f\u094d\u0930\u0940\u092e \u0921\u0947\u091f\u093e \u092e\u0947\u0902 \u0915\u0908 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902 \u0939\u0948\u0902:<\/p>\n

      \n
    1. \u092d\u093e\u0930\u0940 \u092a\u0948\u092e\u093e\u0928\u093e<\/strong>: \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0915\u0940 \u092e\u093e\u0924\u094d\u0930\u093e \u092a\u0947\u091f\u093e\u092c\u093e\u0907\u091f\u094d\u0938 \u0914\u0930 \u090f\u0915\u094d\u0938\u093e\u092c\u093e\u0907\u091f \u092e\u0947\u0902 \u092b\u0948\u0932\u0940 \u0939\u0941\u0908 \u0939\u0948\u0964<\/li>\n
    2. \u0930\u092b\u093c\u094d\u0924\u093e\u0930<\/strong>: \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0905\u0938\u093e\u0927\u093e\u0930\u0923 \u0924\u0947\u091c\u093c \u0917\u0924\u093f \u0938\u0947 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0914\u0930 \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/li>\n
    3. \u0935\u093f\u0935\u093f\u0927\u0924\u093e<\/strong>: \u0907\u0938\u092e\u0947\u0902 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0915\u093e\u0930 \u0914\u0930 \u092a\u094d\u0930\u093e\u0930\u0942\u092a \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902, \u091c\u094b \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0914\u0930 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0940 \u091c\u091f\u093f\u0932\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n
    4. \u0917\u0928\u094d\u0926\u0917\u0940<\/strong>: \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0921\u0947\u091f\u093e \u0905\u0915\u094d\u0938\u0930 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0914\u0930 \u0938\u094d\u0925\u093f\u0930\u0924\u093e \u0915\u0947 \u092e\u0941\u0926\u094d\u0926\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0906\u0924\u093e \u0939\u0948\u0964<\/li>\n
    5. \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0901<\/strong>: \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u093e\u0901 \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u0941\u0938\u091c\u094d\u091c\u093f\u0924 \u0928\u0939\u0940\u0902 \u0939\u0948\u0902, \u0907\u0938\u0932\u093f\u090f \u0928\u0935\u0940\u0928 \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/li>\n<\/ol>\n

      \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930<\/h2>\n

      \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0915\u0940 \u0935\u093f\u0935\u093f\u0927\u0924\u093e \u0915\u094b \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092e\u093e\u092a\u0926\u0902\u0921\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092f\u0939\u093e\u0901 \u090f\u0915 \u0938\u0930\u0932 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0939\u0948:<\/p>\n\n\n\n\n\n\n\n
      \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0915\u093e\u0930<\/strong><\/th>\n\u0909\u0926\u093e\u0939\u0930\u0923<\/strong><\/th>\n<\/tr>\n<\/thead>\n
      \u0938\u094d\u091f\u094d\u0930\u0915\u094d\u091a\u0930\u094d\u0921<\/td>\n\u0921\u0947\u091f\u093e\u092c\u0947\u0938, \u0938\u094d\u092a\u094d\u0930\u0947\u0921\u0936\u0940\u091f<\/td>\n<\/tr>\n
      \u0905\u0930\u094d\u0926\u094d\u0927 \u0938\u0902\u0930\u091a\u093f\u0924<\/td>\nXML \u092b\u093c\u093e\u0907\u0932\u0947\u0902, JSON \u092b\u093c\u093e\u0907\u0932\u0947\u0902<\/td>\n<\/tr>\n
      \u0905\u0938\u0902\u0930\u091a\u093f\u0924<\/td>\n\u0908\u092e\u0947\u0932, \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u092a\u094b\u0938\u094d\u091f, \u0935\u0940\u0921\u093f\u092f\u094b, \u091b\u0935\u093f\u092f\u093e\u0901, \u091f\u0947\u0915\u094d\u0938\u094d\u091f \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

      \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0909\u092a\u092f\u094b\u0917, \u0938\u092e\u0938\u094d\u092f\u093e\u090f\u0902 \u0914\u0930 \u0938\u092e\u093e\u0927\u093e\u0928<\/h2>\n

      \u090f\u0915\u094d\u0938\u091f\u094d\u0930\u0940\u092e \u0921\u0947\u091f\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0935\u0948\u091c\u094d\u091e\u093e\u0928\u093f\u0915 \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u0914\u0930 \u0938\u0930\u0915\u093e\u0930 \u0938\u0947 \u0932\u0947\u0915\u0930 \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0938\u0947\u0935\u093e \u0914\u0930 \u0935\u094d\u092f\u0935\u0938\u093e\u092f \u0924\u0915 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0915\u0947, \u0938\u0902\u0917\u0920\u0928 \u0938\u092e\u0943\u0926\u094d\u0927 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0921\u0947\u091f\u093e-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n

      \u0939\u093e\u0932\u093e\u0901\u0915\u093f, \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0915\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0914\u0930 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0908 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0901 \u092a\u0947\u0936 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u092d\u0902\u0921\u093e\u0930\u0923 \u092e\u0941\u0926\u094d\u0926\u0947, \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u092c\u093e\u0927\u093e\u090f\u0901, \u0921\u0947\u091f\u093e \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0938\u0902\u092c\u0902\u0927\u0940 \u091a\u093f\u0902\u0924\u093e\u090f\u0901 \u0914\u0930 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u091c\u094b\u0916\u093f\u092e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 \u0907\u0928 \u0938\u092e\u0938\u094d\u092f\u093e\u0913\u0902 \u0915\u0947 \u0938\u092e\u093e\u0927\u093e\u0928 \u092e\u0947\u0902 \u0906\u092e \u0924\u094c\u0930 \u092a\u0930 \u0935\u093f\u0924\u0930\u093f\u0924 \u0921\u0947\u091f\u093e \u092d\u0902\u0921\u093e\u0930\u0923, \u0938\u092e\u093e\u0928\u093e\u0902\u0924\u0930 \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923, \u0921\u0947\u091f\u093e \u0938\u092b\u093e\u0908 \u0924\u0915\u0928\u0940\u0915 \u0914\u0930 \u092e\u091c\u092c\u0942\u0924 \u0921\u0947\u091f\u093e \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0909\u092a\u093e\u092f \u0936\u093e\u092e\u093f\u0932 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n

      \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u0914\u0930 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901<\/h2>\n

      \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0921\u0947\u091f\u093e \u0914\u0930 \u092f\u0939\u093e\u0902 \u0924\u0915 \u0915\u093f \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e \u0938\u0947 \u0915\u0930\u0928\u0947 \u092a\u0930 \u0907\u0938\u0915\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902 \u0909\u091c\u093e\u0917\u0930 \u0939\u094b\u0924\u0940 \u0939\u0948\u0902:<\/p>\n\n\n\n\n\n\n\n\n\n
      \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901<\/strong><\/th>\n\u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0921\u0947\u091f\u093e<\/strong><\/th>\n\u092c\u0921\u093c\u093e \u0921\u0947\u091f\u093e<\/strong><\/th>\n\u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0921\u0947\u091f\u093e<\/strong><\/th>\n<\/tr>\n<\/thead>\n
      \u0906\u092f\u0924\u0928<\/td>\n\u0917\u0940\u0917\u093e\u092c\u093e\u0907\u091f<\/td>\n\u091f\u0947\u0930\u093e\u092c\u093e\u0907\u091f<\/td>\n\u092a\u0947\u091f\u093e\u092c\u093e\u0907\u091f\u094d\u0938\/\u090f\u0915\u094d\u0938\u093e\u092c\u093e\u0907\u091f\u094d\u0938<\/td>\n<\/tr>\n
      \u0935\u0947\u0917<\/td>\n\u092a\u094d\u0930\u091a\u092f \u0938\u0902\u0938\u093e\u0927\u0928<\/td>\n\u0930\u093f\u092f\u0932 \u091f\u093e\u0907\u092e \u091c\u0948\u0938\u093e<\/td>\n\u0930\u093f\u092f\u0932 \u091f\u093e\u0907\u092e<\/td>\n<\/tr>\n
      \u0935\u093f\u0935\u093f\u0927\u0924\u093e<\/td>\n\u0938\u094d\u091f\u094d\u0930\u0915\u094d\u091a\u0930\u094d\u0921<\/td>\n\u0938\u0902\u0930\u091a\u093f\u0924 \u090f\u0935\u0902 \u0905\u0930\u094d\u0927-\u0938\u0902\u0930\u091a\u093f\u0924<\/td>\n\u0938\u0902\u0930\u091a\u093f\u0924, \u0905\u0930\u094d\u0927-\u0938\u0902\u0930\u091a\u093f\u0924, \u0914\u0930 \u0905\u0938\u0902\u0930\u091a\u093f\u0924<\/td>\n<\/tr>\n
      \u0938\u091a\u094d\u091a\u093e\u0908<\/td>\n\u0909\u091a\u094d\u091a \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e<\/td>\n\u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928\u0936\u0940\u0932 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e<\/td>\n\u0905\u0915\u094d\u0938\u0930 \u0917\u0928\u094d\u0926\u093e<\/td>\n<\/tr>\n
      \u0915\u0940\u092e\u0924<\/td>\n\u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923<\/td>\n\u0909\u091a\u094d\u091a<\/td>\n\u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0930\u0942\u092a \u0938\u0947 \u0916\u0917\u094b\u0932\u0940\u092f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

      \u091a\u0930\u092e \u0921\u0947\u091f\u093e \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\u0901<\/h2>\n

      \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0915\u093e \u092d\u0935\u093f\u0937\u094d\u092f \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u092a\u094d\u0930\u0917\u0924\u093f \u0915\u0947 \u0938\u093e\u0925 \u091c\u0941\u0921\u093c\u093e \u0939\u0941\u0906 \u0939\u0948\u0964 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0914\u0930 \u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0907\u0902\u091f\u0947\u0932\u093f\u091c\u0947\u0902\u0938 (\u090f\u0906\u0908) \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0938\u0947 \u092e\u0942\u0932\u094d\u092f\u0935\u093e\u0928 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u0928\u093f\u0915\u093e\u0932\u0928\u0947 \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e\u090f\u0902\u0917\u0947\u0964 \u090f\u091c \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u093f\u0902\u0917 \u0938\u094d\u0930\u094b\u0924 \u0915\u0947 \u0915\u0930\u0940\u092c \u0921\u0947\u091f\u093e \u0915\u094b \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0915\u0947 \u0935\u0947\u0917 \u0914\u0930 \u0935\u0949\u0932\u094d\u092f\u0942\u092e \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u0938\u092e\u093e\u0927\u093e\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0947\u0917\u0940\u0964 \u0915\u094d\u0935\u093e\u0902\u091f\u092e \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u093f\u0902\u0917 \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0921\u0947\u091f\u093e \u0926\u094d\u0935\u093e\u0930\u093e \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0938\u092e\u093e\u0927\u093e\u0928 \u092d\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0964<\/p>\n

      \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0914\u0930 \u090f\u0915\u094d\u0938\u091f\u094d\u0930\u0940\u092e \u0921\u0947\u091f\u093e<\/h2>\n

      \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0909\u0928\u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0935\u093f\u0924\u0930\u093f\u0924 \u0915\u0930\u0928\u0947, \u0921\u0947\u091f\u093e \u091f\u094d\u0930\u0948\u092b\u093c\u093f\u0915 \u0915\u094b \u0915\u0941\u0936\u0932\u0924\u093e \u0938\u0947 \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0914\u0930 \u0938\u0902\u0935\u0947\u0926\u0928\u0936\u0940\u0932 \u0921\u0947\u091f\u093e \u0915\u0940 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0915\u0947 \u0932\u093f\u090f \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0915\u0940 \u090f\u0915 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u092a\u0930\u0924 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0907\u0902\u091f\u0930\u0928\u0947\u091f \u0938\u0947 \u092c\u0921\u093c\u0940 \u092e\u093e\u0924\u094d\u0930\u093e \u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u090f\u0915\u0924\u094d\u0930 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0935\u0947\u092c \u0938\u094d\u0915\u094d\u0930\u0948\u092a\u093f\u0902\u0917 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0940 \u0938\u0941\u0935\u093f\u0927\u093e \u092d\u0940 \u0926\u0947 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u094b \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u0947 \u092a\u0942\u0932 \u092e\u0947\u0902 \u092f\u094b\u0917\u0926\u093e\u0928 \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/p>\n

      \u0938\u092e\u094d\u092c\u0902\u0927\u093f\u0924 \u0932\u093f\u0902\u0915\u094d\u0938<\/h2>\n

      \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u092a\u0930 \u0905\u0927\u093f\u0915 \u0917\u0939\u0928 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u0947 \u0932\u093f\u090f, \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0938\u0902\u0938\u093e\u0927\u0928 \u0909\u092a\u092f\u094b\u0917\u0940 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/p>\n

        \n
      1. \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0921\u0947\u091f\u093e<\/a> - \u0921\u0947\u091f\u093e\u092e\u0947\u0936\u0928 \u092a\u0930 \u092a\u0930\u093f\u092d\u093e\u0937\u093e \u0914\u0930 \u0905\u0935\u0932\u094b\u0915\u0928\u0964<\/li>\n
      2. \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0915\u093e \u092d\u0935\u093f\u0937\u094d\u092f<\/a> - \u0938\u0942\u091a\u0928\u093e \u0938\u092a\u094d\u0924\u093e\u0939 \u092a\u0930 \u0906\u0932\u0947\u0916\u0964<\/li>\n
      3. \u092c\u093f\u0917 \u0921\u0947\u091f\u093e \u092c\u0928\u093e\u092e \u090f\u0915\u094d\u0938\u091f\u094d\u0930\u0940\u092e \u0921\u0947\u091f\u093e<\/a> - \u090f\u092e\u0906\u0908\u091f\u0940 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0938\u092e\u0940\u0915\u094d\u0937\u093e \u092a\u0930 \u090f\u0915 \u0924\u0941\u0932\u0928\u093e\u0924\u094d\u092e\u0915 \u0932\u0947\u0916\u0964<\/li>\n
      4. \u090f\u0915\u094d\u0938\u091f\u094d\u0930\u0940\u092e \u0921\u0947\u091f\u093e \u091f\u0947\u0915\u094d\u0928\u094b\u0932\u0949\u091c\u0940\u091c<\/a> - \u091a\u0930\u092e \u0921\u0947\u091f\u093e \u0938\u0947 \u091c\u0941\u0921\u093c\u0940 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u092a\u0930 \u091a\u0930\u094d\u091a\u093e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u093e \u090f\u0915 \u0936\u094b\u0927 \u092a\u0924\u094d\u0930\u0964<\/li>\n<\/ol>","protected":false},"featured_media":468368,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-477171","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about Extreme Data: An Overview<\/mark>","faq_items":[{"question":"What is Extreme Data?","answer":"

        Extreme data refers to vast and complex sets of data that challenge traditional data processing and analytics systems due to their size, growth rate, and diverse formats. This data is typically in the range of petabytes or exabytes, and includes structured, semi-structured, and unstructured data types.<\/p>"},{"question":"What is the historical origin of Extreme Data?","answer":"

        The concept of extreme data has its roots in the evolution of big data in the early 21st century. As digitalization advanced and data generation increased rapidly, managing and analyzing these huge data sets with conventional database techniques became challenging. Around the mid-2010s, the term \"extreme data\" began to appear as data volumes grew exponentially due to the proliferation of IoT, social media, and digital commerce.<\/p>"},{"question":"How does Extreme Data work?","answer":"

        Extreme data encompasses a vast array of data types and requires distributed systems and parallel processing techniques for effective management. Systems like Hadoop, Spark, and NoSQL databases break the data into smaller chunks, process them independently across multiple nodes, and then aggregate the results.<\/p>"},{"question":"What are the key features of Extreme Data?","answer":"

        Extreme data is characterized by its massive scale, high velocity, variety of data types, often messy and unreliable nature, and the computational challenges it presents. Traditional data processing systems often struggle to handle these aspects of extreme data, necessitating innovative solutions.<\/p>"},{"question":"What types of Extreme Data exist?","answer":"

        Extreme data can be categorized into structured data (like databases), semi-structured data (like XML files), and unstructured data (like text files, images, and videos).<\/p>"},{"question":"How is Extreme Data used, and what problems might arise?","answer":"

        Extreme data is used across various fields, from scientific research to business, for gaining insights and making data-driven decisions. However, its management and analysis pose challenges like storage issues, processing bottlenecks, data quality concerns, and security risks. Distributed data storage, parallel processing, data cleaning techniques, and robust data security measures are some of the solutions to these problems.<\/p>"},{"question":"How does Extreme Data compare to Traditional and Big Data?","answer":"

        Extreme data surpasses traditional and even big data in terms of volume (petabytes\/exabytes), velocity (real-time), variety (structured, semi-structured, and unstructured), and veracity (often messy). However, the potential value or actionable insights that can be derived from extreme data can be significantly higher.<\/p>"},{"question":"What future technologies are associated with Extreme Data?","answer":"

        Machine learning, artificial intelligence (AI), edge computing, and quantum computing are expected to play crucial roles in managing and deriving value from extreme data in the future.<\/p>"},{"question":"How are proxy servers related to Extreme Data?","answer":"

        Proxy servers can help distribute data processing tasks, handle data traffic efficiently, and provide an additional layer of security for extreme data. They can also aid in web scraping tasks to collect large volumes of data from the internet, contributing to the pool of extreme data.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki\/477171","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\/477171\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/media\/468368"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/media?parent=477171"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}