1. \u0627\u0644\u0645\u0642\u062f\u0645\u0629<\/h2>\n
\u0639\u0644\u0649 \u0645\u062f\u0649 \u0639\u062f\u0629 \u0639\u0642\u0648\u062f\u060c \u0643\u0627\u0646 \u062a\u062f\u0627\u0648\u0644 \u0627\u0644\u0645\u0631\u0627\u062c\u062d\u0629 \u0641\u064a \u0627\u0644\u0623\u0633\u0648\u0627\u0642 \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0645\u062d\u0643\u0648\u0645\u064b\u0627 \u0628\u0645\u0628\u062f\u0623 \u062a\u0623\u0633\u064a\u0633\u064a \u0648\u0627\u062d\u062f: \u0645\u0646 \u064a\u0643\u062a\u0634\u0641 \u0623\u0648\u062c\u0647 \u0639\u062f\u0645 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0633\u0639\u0631\u064a\u0629 \u0648\u064a\u0633\u062a\u063a\u0644\u0647\u0627 \u0623\u0648\u0644\u064b\u0627 \u064a\u062d\u0642\u0642 \u0627\u0644\u0631\u0628\u062d. \u0648\u0642\u062f \u0623\u062f\u0649 \u0647\u0630\u0627 \u0627\u0644\u0645\u0628\u062f\u0623 \u0625\u0644\u0649 \u0646\u0634\u0648\u0621 \u0635\u0646\u0627\u0639\u0629 \u0627\u0644\u062a\u062f\u0627\u0648\u0644 \u0639\u0627\u0644\u064a \u0627\u0644\u062a\u0631\u062f\u062f (HFT)\u060c \u062d\u064a\u062b \u0643\u0627\u0646\u062a \u0627\u0644\u0645\u064a\u0632\u0629 \u0627\u0644\u062a\u0646\u0627\u0641\u0633\u064a\u0629 \u062a\u064f\u0642\u0627\u0633 \u0628\u0627\u0644\u0646\u0627\u0646\u0648\u062b\u0627\u0646\u064a\u0629\u060c \u0648\u0643\u0627\u0646\u062a \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u062a\u0635\u0644 \u0625\u0644\u0649 \u0645\u0626\u0627\u062a \u0627\u0644\u0645\u0644\u0627\u064a\u064a\u0646 \u0645\u0646 \u0627\u0644\u062f\u0648\u0644\u0627\u0631\u0627\u062a. \u0648\u0643\u0627\u0646\u062a \u0627\u0644\u0642\u0631\u0628 \u0627\u0644\u0645\u0627\u062f\u064a \u0645\u0646 \u0645\u062d\u0631\u0643\u0627\u062a \u0627\u0644\u0645\u0637\u0627\u0628\u0642\u0629\u060c \u0648\u062c\u0648\u062f\u0629 \u062a\u063a\u0630\u064a\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0648\u0642\u060c \u0648\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a \u2014 \u0648\u0644\u0627 \u062a\u0632\u0627\u0644 \u2014 \u0634\u0631\u0648\u0637 \u0627\u0644\u062f\u062e\u0648\u0644 \u0627\u0644\u0636\u0631\u0648\u0631\u064a\u0629.<\/p>\n
\u063a\u064a\u0631 \u0623\u0646\u0647 \u0628\u062d\u0644\u0648\u0644 \u0639\u0627\u0645 2026 \u0634\u0647\u062f \u0627\u0644\u0645\u0634\u0647\u062f \u0627\u0644\u062a\u0646\u0627\u0641\u0633\u064a \u0644\u062a\u062f\u0627\u0648\u0644 \u0627\u0644\u0645\u0631\u0627\u062c\u062d\u0629 \u062a\u062d\u0648\u0644\u064b\u0627 \u0646\u0648\u0639\u064a\u064b\u0627 \u0644\u0627 \u064a\u0645\u0643\u0646 \u0648\u0635\u0641\u0647 \u0628\u0645\u062c\u0631\u062f \u0643\u0648\u0646\u0647 \u062f\u0648\u0631\u0629 \u0623\u062e\u0631\u0649 \u0645\u0646 \u0633\u0628\u0627\u0642 \u0627\u0644\u062a\u0633\u0644\u062d \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a. \u0641\u0642\u062f \u062c\u0639\u0644 \u0646\u0634\u0631 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0644\u062d\u0638\u064a\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u0648\u0633\u0637\u0627\u0621 \u0648\u0635\u0646\u0627\u0639 \u0627\u0644\u0633\u0648\u0642 \u0648\u0645\u0632\u0648\u062f\u064a \u0627\u0644\u0633\u064a\u0648\u0644\u0629 (LPs) \u0646\u0634\u0627\u0637 \u0627\u0644\u0645\u0631\u0627\u062c\u062d\u0629 \u0642\u0627\u0628\u0644\u064b\u0627 \u0644\u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a \u0628\u062f\u0642\u0629 \u063a\u064a\u0631 \u0645\u0633\u0628\u0648\u0642\u0629<\/strong>. \u0644\u0642\u062f \u0623\u0635\u0628\u062d \u062a\u062f\u0641\u0642 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0645\u062b\u0627\u0644\u064a \u0631\u064a\u0627\u0636\u064a\u064b\u0627 \u2014 \u0648\u0647\u0648 \u0627\u0644\u0645\u062b\u0627\u0644 \u0627\u0644\u0623\u0639\u0644\u0649 \u0627\u0644\u0630\u064a \u0633\u0639\u0649 \u0625\u0644\u064a\u0647 \u0643\u0644 \u0645\u062a\u062f\u0627\u0648\u0644 \u062e\u0648\u0627\u0631\u0632\u0645\u064a \u2014 \u0645\u0624\u0634\u0631\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0633\u0645\u064a\u0629. \u0648\u0627\u0644\u0645\u0641\u0627\u0631\u0642\u0629 \u0635\u0627\u0631\u062e\u0629: \u0641\u0627\u0644\u062a\u062f\u0627\u0648\u0644 \u0627\u0644\u0645\u0641\u0631\u0637 \u0641\u064a \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0623\u0635\u0628\u062d \u064a\u064f\u0639\u0627\u0642\u0628 \u0639\u0628\u0631 \u062a\u0642\u064a\u064a\u062f \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0633\u064a\u0648\u0644\u0629.<\/p>\n \u0648\u062a\u0628\u062d\u062b \u0647\u0630\u0647 \u0627\u0644\u0648\u0631\u0642\u0629 \u062b\u0644\u0627\u062b \u0638\u0648\u0627\u0647\u0631 \u0645\u062a\u0631\u0627\u0628\u0637\u0629: \u0623\u0648\u0644\u064b\u0627\u060c \u062a\u062d\u0648\u0644 \u062f\u0648\u0631 \u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u0631\u0627\u062c\u062d\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629\u061b \u062b\u0627\u0646\u064a\u064b\u0627\u060c \u0622\u0644\u064a\u0627\u062a \u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u062f\u0641\u0642 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0648\u0645\u0627 \u064a\u062a\u0631\u062a\u0628 \u0639\u0644\u064a\u0647 \u0645\u0646 \u0622\u062b\u0627\u0631 \u0639\u0644\u0649 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u064a\u0646 \u0641\u064a \u0627\u0644\u0633\u0648\u0642\u061b \u0648\u062b\u0627\u0644\u062b\u064b\u0627\u060c \u0638\u0647\u0648\u0631 \u0641\u0626\u0629 \u062c\u062f\u064a\u062f\u0629 \u0645\u0646 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u2014 \u0625\u062e\u0641\u0627\u0621 \u0627\u0644\u062a\u062f\u0641\u0642 \u0627\u0644\u0630\u0643\u064a<\/strong> \u2014 \u0627\u0644\u062a\u064a \u0623\u0635\u0628\u062d\u062a \u062a\u0645\u062b\u0644 \u0639\u0627\u0645\u0644 \u0627\u0644\u062a\u0645\u064a\u064a\u0632 \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u062a\u0646\u0627\u0641\u0633\u064a\u0629 \u0644\u0639\u0627\u0645 2026. \u0643\u0645\u0627 \u062a\u062a\u0646\u0627\u0648\u0644 \u0627\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u0629 \u0648\u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0644\u0647\u0630\u0647 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a\u060c \u0625\u0630 \u0644\u0627 \u062a\u0632\u0627\u0644 \u0627\u0644\u062d\u062f\u0648\u062f \u0628\u064a\u0646 \u0627\u0644\u062a\u0645\u0648\u064a\u0647 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0648\u0627\u0644\u062a\u0644\u0627\u0639\u0628 \u0628\u0627\u0644\u0633\u0648\u0642 \u0645\u0648\u0636\u0639 \u0646\u0642\u0627\u0634 \u0646\u0634\u0637.<\/p>\n \u0623\u0635\u0628\u062d \u0645\u0641\u0647\u0648\u0645 \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629 \u2014 \u0623\u064a \u0648\u0636\u0639 \u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u062a\u062f\u0627\u0648\u0644 \u0639\u0644\u0649 \u0645\u0642\u0631\u0628\u0629 \u0645\u0628\u0627\u0634\u0631\u0629 \u0645\u0646 \u0645\u062d\u0631\u0643 \u0627\u0644\u0645\u0637\u0627\u0628\u0642\u0629 \u0627\u0644\u062a\u0627\u0628\u0639 \u0644\u0644\u0628\u0648\u0631\u0635\u0629 \u2014 \u0645\u0639\u064a\u0627\u0631\u064b\u0627 \u0635\u0646\u0627\u0639\u064a\u064b\u0627 \u0641\u064a \u0623\u0648\u0627\u062e\u0631 \u0627\u0644\u0639\u0642\u062f \u0627\u0644\u0623\u0648\u0644 \u0645\u0646 \u0627\u0644\u0623\u0644\u0641\u064a\u0629. \u0648\u0627\u0644\u0645\u0646\u0637\u0642 \u0647\u0646\u0627 \u0648\u0627\u0636\u062d: \u0633\u0631\u0639\u0629 \u0627\u0644\u0636\u0648\u0621 \u0645\u062d\u062f\u0648\u062f\u0629\u060c \u0648\u0643\u0644 \u0645\u062a\u0631 \u0645\u0646 \u0627\u0644\u0643\u0627\u0628\u0644 \u064a\u0636\u064a\u0641 \u0642\u062f\u0631\u064b\u0627 \u0645\u0646 \u0627\u0644\u0643\u0645\u0648\u0646. \u0648\u062a\u0642\u062f\u0645 \u0627\u0644\u0628\u0648\u0631\u0635\u0627\u062a \u0627\u0644\u0643\u0628\u0631\u0649 \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645 \u2014 \u0645\u062b\u0644 NYSE \u0648CME \u0648Eurex \u2014 \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629 \u0643\u0645\u0646\u062a\u062c\u0627\u062a \u062a\u062c\u0627\u0631\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0641\u064a \u0637\u0627\u0628\u0639\u064b\u0627 \u0645\u0639\u064a\u0627\u0631\u064a\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0623\u062f\u0646\u0649 \u0642\u062f\u0631 \u0645\u0646 \u0627\u0644\u0643\u0645\u0648\u0646 \u0644\u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0639\u062f\u064a\u0646 \u0644\u062f\u0641\u0639 \u0627\u0644\u0631\u0633\u0648\u0645 \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629.<\/p>\n \u0648\u0628\u062d\u0644\u0648\u0644 \u0645\u0646\u062a\u0635\u0641 \u0627\u0644\u0639\u0642\u062f \u0627\u0644\u062b\u0627\u0646\u064a \u0645\u0646 \u0627\u0644\u0623\u0644\u0641\u064a\u0629\u060c \u0643\u0627\u0646\u062a \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0642\u062f \u0628\u0644\u063a\u062a \u062d\u062f\u0648\u062f\u064b\u0627 \u0641\u064a\u0632\u064a\u0627\u0626\u064a\u0629: \u0625\u0630 \u0623\u0635\u0628\u062d\u062a \u0627\u0644\u0643\u0645\u0648\u0646\u0627\u062a \u062f\u0627\u062e\u0644 \u0645\u0631\u0627\u0643\u0632 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u064f\u0642\u0627\u0633 \u0628\u0645\u064a\u0643\u0631\u0648\u062b\u0648\u0627\u0646\u064d \u0623\u062d\u0627\u062f\u064a\u0629 \u0627\u0644\u0631\u0642\u0645\u060c \u0648\u0623\u064a \u062a\u062e\u0641\u064a\u0636 \u0625\u0636\u0627\u0641\u064a \u0643\u0627\u0646 \u064a\u062a\u0637\u0644\u0628 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0625\u0644\u0649 \u062d\u0644\u0648\u0644 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0629 \u0645\u062e\u062a\u0644\u0641\u0629 \u062c\u0630\u0631\u064a\u064b\u0627 \u2014 \u0645\u0646 \u0631\u0648\u0627\u0628\u0637 \u0627\u0644\u0623\u0644\u064a\u0627\u0641 \u0627\u0644\u0636\u0648\u0626\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a \u0628\u0627\u0644\u0645\u0648\u062c\u0627\u062a \u0627\u0644\u0645\u064a\u0643\u0631\u0648\u064a\u0629 \u0628\u0644 \u0648\u062d\u062a\u0649 \u0627\u0644\u0644\u064a\u0632\u0631 \u0628\u064a\u0646 \u0623\u0645\u0627\u0643\u0646 \u0627\u0644\u062a\u062f\u0627\u0648\u0644. \u0648\u062a\u064f\u0639\u062f \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0631\u0628\u0637 \u0628\u064a\u0646 \u0634\u064a\u0643\u0627\u063a\u0648 \u0648\u0646\u064a\u0648\u064a\u0648\u0631\u0643 \u0645\u062b\u0627\u0644\u064b\u0627 \u062a\u0648\u0636\u064a\u062d\u064a\u064b\u0627 \u0639\u0644\u0649 \u0630\u0644\u0643: \u0625\u0630 \u062a\u062d\u0642\u0642 \u0623\u0628\u0631\u0627\u062c \u0627\u0644\u0645\u0648\u062c\u0627\u062a \u0627\u0644\u0645\u064a\u0643\u0631\u0648\u064a\u0629 \u0646\u0642\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0646\u062d\u0648 4.09 \u0645\u064a\u0644\u064a \u062b\u0627\u0646\u064a\u0629 \u0645\u0642\u0627\u0628\u0644 6.65 \u0645\u064a\u0644\u064a \u062b\u0627\u0646\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u0623\u0644\u064a\u0627\u0641\u060c \u0648\u0647\u0648 \u0641\u0631\u0642 \u062d\u0627\u0633\u0645 \u0644\u0645\u0631\u0627\u062c\u062d\u0629 \u0645\u0627 \u0628\u064a\u0646 \u0627\u0644\u0628\u0648\u0631\u0635\u0627\u062a \u0628\u064a\u0646 CME \u0648NYSE.<\/p>\n \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0648\u0628\u062d\u0644\u0648\u0644 \u0639\u0627\u0645 2026\u060c \u0644\u0645 \u062a\u0639\u062f \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629 \u0645\u0635\u062f\u0631\u064b\u0627 \u0644\u0645\u064a\u0632\u0629 \u062a\u0646\u0627\u0641\u0633\u064a\u0629 \u0645\u0633\u062a\u062f\u0627\u0645\u0629 \u0644\u0633\u0628\u0628 \u0628\u0633\u064a\u0637: \u0644\u0642\u062f \u0623\u0635\u0628\u062d\u062a \u0645\u062a\u0627\u062d\u0629 \u0644\u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u064a\u0646 \u0627\u0644\u062c\u0627\u062f\u064a\u0646 \u0641\u064a \u0627\u0644\u0633\u0648\u0642. \u0648\u0642\u062f \u0627\u0646\u062e\u0641\u0636 \u062d\u0627\u062c\u0632 \u0627\u0644\u062f\u062e\u0648\u0644\u060c \u0648\u0623\u0635\u0628\u062d \u062a\u062c\u0627\u0646\u0633 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0628\u064a\u0646 \u0643\u0628\u0631\u0649 \u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u062f\u0627\u0648\u0644 \u0639\u0627\u0644\u064a \u0627\u0644\u062a\u0631\u062f\u062f \u064a\u0639\u0646\u064a \u0623\u0646 \u0623\u064a \u0645\u0643\u0633\u0628 \u064a\u062d\u0642\u0642\u0647 \u0637\u0631\u0641 \u0645\u0627 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0645\u0648\u0636\u0639 \u0627\u0644\u0641\u064a\u0632\u064a\u0627\u0626\u064a \u064a\u062a\u0645 \u062a\u0639\u0627\u062f\u0644\u0647 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0628\u0627\u0633\u062a\u062b\u0645\u0627\u0631\u0627\u062a \u0645\u0645\u0627\u062b\u0644\u0629 \u0645\u0646 \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646.<\/p>\n \u062a\u0645\u062b\u0644 \u062a\u063a\u0630\u064a\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0648\u0642 \u2014 \u0623\u064a \u062a\u062f\u0641\u0642 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0648\u0627\u0644\u0623\u062d\u062c\u0627\u0645 \u0648\u062d\u0627\u0644\u0627\u062a \u062f\u0641\u062a\u0631 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u2014 \u0627\u0644\u0639\u0627\u0645\u0644 \u0627\u0644\u0643\u0644\u0627\u0633\u064a\u0643\u064a \u0627\u0644\u062b\u0627\u0646\u064a \u0644\u0644\u062a\u0646\u0627\u0641\u0633\u064a\u0629. \u0648\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u0631\u0627\u0648\u062d \u0627\u0644\u0641\u062c\u0648\u0629 \u0628\u064a\u0646 \u0627\u0644\u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 \u0645\u0646 \u0627\u0644\u0628\u0648\u0631\u0635\u0629 \u0648\u0627\u0644\u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0645\u062c\u0645\u0639\u0629 \u0627\u0644\u0645\u0648\u062d\u062f\u0629 \u0645\u0646 \u0639\u062f\u0629 \u0645\u064a\u0643\u0631\u0648\u062b\u0648\u0627\u0646\u064d \u0625\u0644\u0649 \u0639\u062f\u0629 \u0645\u064a\u0644\u064a \u062b\u0648\u0627\u0646\u064d\u060c \u0648\u0647\u064a \u0645\u062f\u0629 \u0643\u0627\u0641\u064a\u0629 \u0644\u0628\u0646\u0627\u0621 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u062a\u062f\u0627\u0648\u0644 \u0643\u0627\u0645\u0644\u0629 \u0639\u0644\u0649 \u0623\u0633\u0627\u0633 \u0645\u064a\u0632\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a\u064a\u0629.<\/p>\n \u0648\u062a\u0633\u062a\u063a\u0644 \u0627\u0644\u0645\u0631\u0627\u062c\u062d\u0629 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0628\u0627\u0644\u0645\u0639\u0646\u0649 \u0627\u0644\u0643\u0644\u0627\u0633\u064a\u0643\u064a \u062a\u062d\u062f\u064a\u062f\u064b\u0627 \u0647\u0630\u0627 \u0627\u0644\u0644\u0627\u062a\u0646\u0627\u0638\u0631: \u0641\u0627\u0644\u0645\u062a\u062f\u0627\u0648\u0644 \u0627\u0644\u0630\u064a \u064a\u062a\u0644\u0642\u0649 \u062a\u062d\u062f\u064a\u062b \u0627\u0644\u0633\u0639\u0631 \u0623\u0633\u0631\u0639 \u0645\u0646 \u0645\u0646\u0627\u0641\u0633\u064a\u0647 \u064a\u0633\u062a\u0637\u064a\u0639 \u062a\u0646\u0641\u064a\u0630 \u0635\u0641\u0642\u0629 \u0639\u0646\u062f \u0633\u0639\u0631 \u0642\u062f\u064a\u0645 \u0642\u0628\u0644 \u062a\u0635\u062d\u064a\u062d\u0647. \u0648\u0642\u062f \u0644\u0641\u062a\u062a \u0627\u0644\u062c\u0647\u0627\u062a \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u0629 \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647 \u0645\u0631\u0627\u0631\u064b\u0627 \u0625\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0629 \u2014 \u0648\u0642\u062f \u0648\u0635\u0641\u062a\u0647\u0627 \u0647\u064a\u0626\u0629 SEC\u060c \u0639\u0644\u0649 \u0648\u062c\u0647 \u0627\u0644\u062e\u0635\u0648\u0635\u060c \u0641\u064a \u062a\u0642\u0627\u0631\u064a\u0631\u0647\u0627 \u0628\u0623\u0646\u0647\u0627 \u0642\u062f \u062a\u0643\u0648\u0646 \u063a\u064a\u0631 \u0639\u0627\u062f\u0644\u0629 \u062a\u062c\u0627\u0647 \u0645\u0633\u062a\u062b\u0645\u0631\u064a \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u2014 \u0625\u0644\u0627 \u0623\u0646\u0647\u0627 \u062a\u0638\u0644 \u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0641\u064a \u0645\u0639\u0638\u0645 \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0642\u0636\u0627\u0626\u064a\u0629\u060c \u0645\u0627 \u062f\u0627\u0645\u062a \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0625\u0641\u0635\u0627\u062d \u0645\u0633\u062a\u0648\u0641\u0627\u0629.<\/p>\n \u0648\u0628\u062d\u0644\u0648\u0644 \u0639\u0627\u0645 2026\u060c \u0623\u0635\u0628\u062d\u062a \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u063a\u0630\u064a\u0627\u062a \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 \u0623\u064a\u0636\u064b\u0627 \u0645\u0648\u062d\u062f\u0629 \u0625\u0644\u0649 \u062d\u062f \u0643\u0628\u064a\u0631 \u0628\u064a\u0646 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u064a\u0646 \u0627\u0644\u0645\u062d\u062a\u0631\u0641\u064a\u0646. \u0643\u0645\u0627 \u0623\u062f\u0649 \u0638\u0647\u0648\u0631 \u062a\u063a\u0630\u064a\u0627\u062a \u0645\u0648\u062d\u062f\u0629 \u0630\u0627\u062a \u0645\u0639\u0627\u064a\u064a\u0631 \u0643\u0645\u0648\u0646 \u0645\u0636\u0645\u0648\u0646\u0629 (\u0643\u0645\u0648\u0646 \u062d\u062a\u0645\u064a) \u0645\u0646 \u0643\u0628\u0627\u0631 \u0645\u0632\u0648\u062f\u064a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0648\u0642 \u0625\u0644\u0649 \u0645\u0632\u064a\u062f \u0645\u0646 \u062a\u0622\u0643\u0644 \u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u062a\u0645\u0627\u064a\u0632 \u0625\u0644\u0649 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a.<\/p>\n \u0628\u0627\u0644\u062a\u0648\u0627\u0632\u064a \u0645\u0639 \u0633\u0628\u0627\u0642 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629\u060c \u0646\u0636\u062c\u062a \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0639\u062a\u0627\u062f\u064a\u0629 \u0644\u062a\u0633\u0631\u064a\u0639 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0623\u0648\u0627\u0645\u0631. \u0625\u0630 \u062a\u062a\u064a\u062d \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a \u0627\u0644\u0645\u0646\u0637\u0642\u064a\u0629 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0628\u0631\u0645\u062c\u0629 \u0645\u064a\u062f\u0627\u0646\u064a\u064b\u0627 (FPGAs) \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0646\u0637\u0642 \u0645\u0628\u0627\u0634\u0631\u0629 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0639\u062a\u0627\u062f\u060c \u0645\u062a\u062c\u0627\u0648\u0632\u0629 \u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u060c \u0648\u0645\u062d\u0642\u0642\u0629 \u0643\u0645\u0648\u0646\u0627\u062a \u0636\u0645\u0646 \u0646\u0637\u0627\u0642 \u0627\u0644\u0646\u0627\u0646\u0648\u062b\u0627\u0646\u064a\u0629 \u0627\u0644\u0623\u062d\u0627\u062f\u064a\u0629 \u0627\u0644\u0631\u0642\u0645. \u0643\u0645\u0627 \u062a\u062a\u064a\u062d \u062a\u0642\u0646\u064a\u0627\u062a \u062a\u062c\u0627\u0648\u0632 \u0627\u0644\u0646\u0648\u0627\u0629 \u2014 \u0645\u062b\u0644 DPDK (Data Plane Development Kit) \u0648RDMA (Remote Direct Memory Access) \u2014 \u0646\u0642\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0628\u0627\u0634\u0631\u0629 \u0628\u064a\u0646 \u0628\u0637\u0627\u0642\u0629 \u0627\u0644\u0634\u0628\u0643\u0629 \u0648\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u060c \u0628\u0645\u0627 \u064a\u0644\u063a\u064a \u0627\u0644\u0639\u0628\u0621 \u0627\u0644\u0632\u0627\u0626\u062f \u0644\u0646\u0648\u0627\u0629 \u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0634\u063a\u064a\u0644.<\/p>\n \u0648\u0642\u062f \u0623\u0648\u062c\u062f \u0647\u0630\u0627 \u0627\u0644\u0645\u0632\u064a\u062c \u0645\u0646 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0641\u0626\u0629 \u0645\u0646 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u064a\u0646 \u0627\u0644\u0642\u0627\u062f\u0631\u064a\u0646 \u0639\u0644\u0649 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0623\u062d\u062f\u0627\u062b \u0627\u0644\u0633\u0648\u0642 \u0623\u0633\u0631\u0639 \u0645\u0646 \u0623\u064a \u062d\u0644 \u0628\u0631\u0645\u062c\u064a. \u063a\u064a\u0631 \u0623\u0646 \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u0629 \u0647\u0646\u0627 \u0623\u064a\u0636\u064b\u0627 \u0623\u062f\u062a \u0625\u0644\u0649 \u062a\u0642\u0627\u0631\u0628 \u0641\u064a \u0627\u0644\u0642\u062f\u0631\u0627\u062a: \u0641\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u062f\u0627\u0648\u0644 \u0639\u0627\u0644\u064a \u0627\u0644\u062a\u0631\u062f\u062f \u062a\u0633\u062a\u062e\u062f\u0645 \u062d\u0632\u0645\u064b\u0627 \u062a\u0642\u0646\u064a\u0629 \u0645\u062a\u0634\u0627\u0628\u0647\u0629\u060c \u0648\u0627\u0644\u0641\u062c\u0648\u0629 \u0641\u064a \u0627\u0644\u0623\u062f\u0627\u0621 \u0628\u064a\u0646\u0647\u0627 \u062a\u062a\u062d\u062f\u062f \u0628\u062f\u0631\u062c\u0629 \u0623\u0642\u0644 \u0641\u0623\u0642\u0644 \u0628\u0627\u0644\u0639\u062a\u0627\u062f \u0648\u0628\u062f\u0631\u062c\u0629 \u0623\u0643\u0628\u0631 \u0628\u062c\u0648\u062f\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u2014 \u0648\u0627\u0644\u0623\u0647\u0645 \u0645\u0646 \u0630\u0644\u0643 \u2014 \u0628\u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u062c\u0646\u0628 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u064a\u0647\u0627.<\/p>\n \u0648\u0639\u0644\u064a\u0647\u060c \u0641\u0625\u0646 \u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0628\u062d\u0644\u0648\u0644 \u0639\u0627\u0645 2026 \u0623\u0635\u0628\u062d\u062a \u062a\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064b\u0627 \u0636\u0631\u0648\u0631\u064a\u064b\u0627 \u0648\u0644\u0643\u0646 \u063a\u064a\u0631 \u0643\u0627\u0641\u064d \u0644\u0646\u0634\u0627\u0637 \u0627\u0644\u0645\u0631\u0627\u062c\u062d\u0629. \u0641\u0647\u064a \u062a\u062c\u064a\u0628 \u0639\u0646 \u0633\u0624\u0627\u0644: \u0647\u0644 \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u062a\u062f\u0627\u0648\u0644\u061f \u0644\u0643\u0646\u0647\u0627 \u0644\u0627 \u062a\u062c\u064a\u0628 \u0639\u0646 \u0633\u0624\u0627\u0644: \u0647\u0644 \u0633\u064a\u0633\u0645\u062d \u0644\u0643 \u0628\u0627\u0644\u062a\u062f\u0627\u0648\u0644\u061f \u0648\u0647\u0630\u0627 \u0627\u0644\u0633\u0624\u0627\u0644 \u0627\u0644\u062b\u0627\u0646\u064a \u062a\u062d\u062f\u064a\u062f\u064b\u0627 \u0647\u0648 \u0627\u0644\u0630\u064a \u0623\u0635\u0628\u062d \u0645\u0631\u0643\u0632\u064a\u064b\u0627 \u0641\u064a \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629.<\/p>\n \u0623\u062f\u0649 \u0627\u0646\u062a\u0634\u0627\u0631 \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0648\u062a\u0648\u0627\u0641\u0631 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621\u060c \u0628\u062d\u0644\u0648\u0644 \u0645\u0646\u062a\u0635\u0641 \u0627\u0644\u0639\u0634\u0631\u064a\u0646\u064a\u0627\u062a\u060c \u0625\u0644\u0649 \u0642\u064a\u0627\u0645 \u0623\u0643\u0628\u0631 \u0627\u0644\u0648\u0633\u0637\u0627\u0621 \u0648\u0635\u0646\u0627\u0639 \u0627\u0644\u0633\u0648\u0642 \u0648\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 (ECNs) \u0628\u0646\u0634\u0631 \u0623\u0646\u0638\u0645\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062e\u0627\u0635\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u062a\u062f\u0641\u0642 \u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a. \u0648\u062a\u064f\u0639\u0631\u0636 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u064a\u0646 \u0641\u064a \u0627\u0644\u0633\u0648\u0642 \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u0623\u062f\u0648\u0627\u062a \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0633\u064a\u0648\u0644\u0629 \u2014 \u0644\u0643\u0646\u0647\u0627 \u0641\u064a \u0627\u0644\u0648\u0627\u0642\u0639 \u062a\u0639\u0645\u0644 \u0643\u0643\u0648\u0627\u0634\u0641 \u0644\u0644\u0639\u0645\u0644\u0627\u0621 “\u0627\u0644\u0633\u0627\u0645\u064a\u0646”: \u0623\u064a \u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u064a\u0643\u0648\u0646 \u062a\u062f\u0627\u0648\u0644\u0647\u0645 \u063a\u064a\u0631 \u0645\u0631\u0628\u062d \u0639\u0644\u0649 \u0646\u062d\u0648 \u0645\u0646\u0647\u062c\u064a \u0644\u0645\u0632\u0648\u062f \u0627\u0644\u0633\u064a\u0648\u0644\u0629 \u0628\u0633\u0628\u0628 \u0639\u062f\u0645 \u062a\u0645\u0627\u062b\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a.<\/p>\n \u0648\u062a\u062d\u0644\u0644 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0639\u062f\u062f\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627 \u0645\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0636\u0645\u0646 \u0646\u0627\u0641\u0630\u0629 \u0632\u0645\u0646\u064a\u0629 \u0645\u062a\u062d\u0631\u0643\u0629: \u0645\u0639\u062f\u0644 \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u060c \u0648\u0627\u0644\u0627\u062a\u0633\u0627\u0642 \u0627\u0644\u0632\u0645\u0646\u064a\u060c \u0648\u0646\u0633\u0628\u0629 \u0627\u0644\u0635\u0641\u0642\u0627\u062a \u0627\u0644\u0631\u0627\u0628\u062d\u0629 \u0625\u0644\u0649 \u0627\u0644\u062e\u0627\u0633\u0631\u0629\u060c \u0648\u0627\u0644\u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u064a\u0646 \u0646\u0642\u0627\u0637 \u0627\u0644\u062f\u062e\u0648\u0644 \u0648\u0627\u0644\u062a\u062d\u0631\u0643\u0627\u062a \u0627\u0644\u0633\u0639\u0631\u064a\u0629 \u0627\u0644\u0644\u0627\u062d\u0642\u0629\u060c \u0648\u0645\u0644\u0641\u0627\u062a \u0627\u0644\u062d\u062c\u0645\u060c \u0648\u062a\u0648\u0632\u064a\u0639\u0627\u062a \u0627\u0644\u0646\u0634\u0627\u0637 \u062f\u0627\u062e\u0644 \u0627\u0644\u064a\u0648\u0645. \u0648\u064a\u062a\u064a\u062d \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0641\u0635\u0644 \u0627\u0644\u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u0637\u0644\u0639 \u2014 \u0623\u064a \u062a\u062f\u0641\u0642 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u062d\u0627\u0645\u0644 \u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0639\u0646 \u0627\u0644\u062a\u062d\u0631\u0643\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629 \u0644\u0644\u0623\u0633\u0639\u0627\u0631 \u2014 \u0639\u0646 \u0627\u0644\u062a\u062f\u0641\u0642 \u063a\u064a\u0631 \u0627\u0644\u0645\u0637\u0644\u0639 \u0627\u0644\u0646\u0627\u062a\u062c \u0639\u0646 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u064a\u0646 \u0627\u0644\u0623\u0641\u0631\u0627\u062f \u0628\u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629.<\/p>\n \u064a\u0646\u0628\u0639 \u0645\u0641\u0647\u0648\u0645 “\u0633\u0645\u064a\u0629” \u062a\u062f\u0641\u0642 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0645\u0646 \u0627\u0644\u0623\u062f\u0628\u064a\u0627\u062a \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u0645\u062c\u0647\u0631\u064a\u0629 \u0644\u0644\u0633\u0648\u0642. \u0641\u0642\u062f \u0623\u0631\u0633\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u062a\u0623\u0633\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u0642\u062f\u0645\u0647\u0627 Glosten \u0648Harris (1988) \u0627\u0644\u0623\u0633\u0627\u0633 \u0627\u0644\u0646\u0638\u0631\u064a \u0644\u062a\u0641\u0643\u064a\u0643 \u0627\u0644\u0641\u0627\u0631\u0642 \u0627\u0644\u0633\u0639\u0631\u064a \u0628\u064a\u0646 \u0627\u0644\u0639\u0631\u0636 \u0648\u0627\u0644\u0637\u0644\u0628 \u0625\u0644\u0649 \u0645\u0643\u0648\u0646\u0627\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a\u064a\u0629 \u0648\u062a\u0634\u063a\u064a\u0644\u064a\u0629. \u062b\u0645 \u062c\u0631\u0649 \u062a\u0641\u0639\u064a\u0644 \u0647\u0630\u0627 \u0627\u0644\u0645\u0641\u0647\u0648\u0645 \u0639\u0645\u0644\u064a\u064b\u0627 \u0639\u0628\u0631 \u0645\u0642\u064a\u0627\u0633 VPIN (\u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644 \u0627\u0644\u0645\u062a\u0632\u0627\u0645\u0646 \u062d\u062c\u0645\u064a\u064b\u0627 \u0644\u0644\u062a\u062f\u0627\u0648\u0644 \u0627\u0644\u0645\u0637\u0644\u0639)\u060c \u0627\u0644\u0630\u064a \u0627\u0642\u062a\u0631\u062d\u0647 Easley \u0648Lopez de Prado \u0648O’Hara \u0639\u0627\u0645 2011\u060c \u0648\u0627\u0644\u0630\u064a \u064a\u0642\u064a\u0651\u0645 \u0627\u062d\u062a\u0645\u0627\u0644 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0644\u0644\u0637\u0631\u0641 \u0627\u0644\u0645\u0642\u0627\u0628\u0644 \u0645\u064a\u0632\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a\u064a\u0629.<\/p>\n \u0648\u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629\u060c \u062a\u0645\u062b\u0644 \u062f\u0631\u062c\u0629 \u0627\u0644\u0633\u0645\u064a\u0629 \u0645\u0624\u0634\u0631\u064b\u0627 \u064a\u064f\u062d\u062f\u0651\u064e\u062b \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u064b\u0627 \u0648\u064a\u0639\u0643\u0633 \u0627\u062d\u062a\u0645\u0627\u0644 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0639\u0645\u064a\u0644 \u0645\u0639\u064a\u0646 \u064a\u062a\u062f\u0627\u0648\u0644 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u063a\u064a\u0631 \u0645\u062a\u0627\u062d\u0629 \u0644\u0635\u0627\u0646\u0639 \u0627\u0644\u0633\u0648\u0642. \u0648\u062a\u0634\u064a\u0631 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u0631\u062a\u0641\u0639\u0629 \u0625\u0644\u0649 \u0623\u0646 \u0643\u0644 \u0645\u0639\u0627\u0645\u0644\u0629 \u0645\u0639 \u0647\u0630\u0627 \u0627\u0644\u0639\u0645\u064a\u0644 \u062a\u0643\u0648\u0646\u060c \u0641\u064a \u0627\u0644\u0645\u062a\u0648\u0633\u0637\u060c \u062e\u0627\u0633\u0631\u0629 \u0644\u0645\u0632\u0648\u062f \u0627\u0644\u0633\u064a\u0648\u0644\u0629 \u0628\u0633\u0628\u0628 \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0639\u0643\u0633\u064a \u2014 \u0623\u064a \u0627\u0644\u0638\u0627\u0647\u0631\u0629 \u0627\u0644\u062a\u064a \u064a\u062e\u0633\u0631 \u0641\u064a\u0647\u0627 \u0623\u062d\u062f \u0637\u0631\u0641\u064a \u0627\u0644\u0635\u0641\u0642\u0629 \u0628\u0634\u0643\u0644 \u0645\u0646\u0647\u062c\u064a \u0623\u0645\u0627\u0645 \u0627\u0644\u0622\u062e\u0631 \u0646\u062a\u064a\u062c\u0629 \u0639\u062f\u0645 \u062a\u0645\u0627\u062b\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a.<\/p>\n2. \u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u062a\u0646\u0627\u0641\u0633\u064a\u0629 \u0627\u0644\u0643\u0644\u0627\u0633\u064a\u0643\u064a\u0629: \u0634\u0631\u0648\u0637 \u0636\u0631\u0648\u0631\u064a\u0629 \u0641\u0642\u062f\u062a \u0642\u062f\u0631\u062a\u0647\u0627 \u0639\u0644\u0649 \u0627\u0644\u062a\u0645\u064a\u064a\u0632<\/h2>\n
2.1 \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629 (Colocation) \u0648\u0627\u0644\u0642\u0631\u0628 \u0627\u0644\u0645\u0627\u062f\u064a \u0645\u0646 \u0645\u062d\u0631\u0643 \u0627\u0644\u0645\u0637\u0627\u0628\u0642\u0629<\/h3>\n
2.2 \u062c\u0648\u062f\u0629 \u062a\u063a\u0630\u064a\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0648\u0642 \u0648\u0627\u0644\u0645\u0631\u0627\u062c\u062d\u0629 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 (Latency Arbitrage)<\/h3>\n
2.3 \u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u0639\u062a\u0627\u062f: FPGAs \u0648\u062a\u062c\u0627\u0648\u0632 \u0627\u0644\u0646\u0648\u0627\u0629 (Kernel Bypass)<\/h3>\n
3. \u0627\u0644\u0643\u0634\u0641 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0633\u0645\u064a\u0629 \u0627\u0644\u062a\u062f\u0641\u0642: \u0627\u0644\u062a\u0647\u062f\u064a\u062f \u0627\u0644\u062c\u062f\u064a\u062f \u0644\u0644\u0645\u0631\u0627\u062c\u062d\u064a\u0646<\/h2>\n
3.1 \u0638\u0647\u0648\u0631 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0644\u062d\u0638\u064a\u0629 \u0639\u0644\u0649 \u062c\u0627\u0646\u0628 \u0627\u0644\u0637\u0631\u0641 \u0627\u0644\u0645\u0642\u0627\u0628\u0644<\/h3>\n
![\"\u0643\u064a\u0641](\"https:\/\/bjftradinggroup.com\/wp-content\/uploads\/2026\/03\/how-broker-ai-detects-and-respond-to-arbitrage-flow.png\")
<\/p>\n3.2 \u0645\u0641\u0647\u0648\u0645 \u062f\u0631\u062c\u0629 \u0627\u0644\u0633\u0645\u064a\u0629 \u0648\u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0639\u0643\u0633\u064a<\/h3>\n