{"id":289081,"date":"2025-07-06T11:15:06","date_gmt":"2025-07-06T11:15:06","guid":{"rendered":"https:\/\/pocketoption.com\/blog\/news-events\/data\/developing-high-frequency-trading-systems-2\/"},"modified":"2025-07-06T11:15:06","modified_gmt":"2025-07-06T11:15:06","slug":"developing-high-frequency-trading-systems","status":"publish","type":"post","link":"https:\/\/pocketoption.com\/blog\/vt\/knowledge-base\/learning\/developing-high-frequency-trading-systems\/","title":{"rendered":"Ph\u00e1t tri\u1ec3n H\u1ec7 th\u1ed1ng Giao d\u1ecbch T\u1ea7n su\u1ea5t Cao: Nh\u1eefng Y\u1ebfu t\u1ed1 K\u1ef9 thu\u1eadt C\u1ea7n thi\u1ebft cho C\u00e1c Nh\u00e0 Giao d\u1ecbch Hi\u1ec7n \u0111\u1ea1i"},"content":{"rendered":"<div id=\"root\"><div id=\"wrap-img-root\"><\/div><\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":5,"featured_media":214816,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[17],"tags":[42,46,44],"class_list":["post-289081","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-learning","tag-bot","tag-how","tag-strategy"],"acf":{"h1":"C\u00e1ch Ti\u1ebfp C\u1eadn Ho\u00e0n Ch\u1ec9nh \u0110\u1ec3 Ph\u00e1t Tri\u1ec3n H\u1ec7 Th\u1ed1ng Giao D\u1ecbch T\u1ea7n Su\u1ea5t Cao","h1_source":{"label":"H1","type":"text","formatted_value":"C\u00e1ch Ti\u1ebfp C\u1eadn Ho\u00e0n Ch\u1ec9nh \u0110\u1ec3 Ph\u00e1t Tri\u1ec3n H\u1ec7 Th\u1ed1ng Giao D\u1ecbch T\u1ea7n Su\u1ea5t Cao"},"description":"Ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao \u0111\u00f2i h\u1ecfi ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n v\u00e0 vi\u1ec7c th\u1ef1c hi\u1ec7n ch\u00ednh x\u00e1c. B\u1eaft \u0111\u1ea7u x\u00e2y d\u1ef1ng l\u1ee3i th\u1ebf thu\u1eadt to\u00e1n c\u1ee7a b\u1ea1n h\u00f4m nay \u0111\u1ec3 tr\u00e1nh b\u1ecf l\u1ee1 c\u00e1c c\u01a1 h\u1ed9i th\u1ecb tr\u01b0\u1eddng c\u00f3 l\u1ee3i.","description_source":{"label":"Description","type":"textarea","formatted_value":"Ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao \u0111\u00f2i h\u1ecfi ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n v\u00e0 vi\u1ec7c th\u1ef1c hi\u1ec7n ch\u00ednh x\u00e1c. B\u1eaft \u0111\u1ea7u x\u00e2y d\u1ef1ng l\u1ee3i th\u1ebf thu\u1eadt to\u00e1n c\u1ee7a b\u1ea1n h\u00f4m nay \u0111\u1ec3 tr\u00e1nh b\u1ecf l\u1ee1 c\u00e1c c\u01a1 h\u1ed9i th\u1ecb tr\u01b0\u1eddng c\u00f3 l\u1ee3i."},"intro":"Giao d\u1ecbch t\u1ea7n su\u1ea5t cao (HFT) \u0111\u00e3 bi\u1ebfn \u0111\u1ed5i c\u00e1c th\u1ecb tr\u01b0\u1eddng t\u00e0i ch\u00ednh b\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn v\u00e0 c\u00e1c thu\u1eadt to\u00e1n \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c giao d\u1ecbch v\u1edbi t\u1ed1c \u0111\u1ed9 ch\u01b0a t\u1eebng c\u00f3. \u0110\u1ed1i v\u1edbi c\u00e1c chuy\u00ean gia mu\u1ed1n tham gia v\u00e0o l\u0129nh v\u1ef1c n\u00e0y, vi\u1ec7c hi\u1ec3u c\u00e1c y\u1ebfu t\u1ed1 c\u01a1 b\u1ea3n trong vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao l\u00e0 r\u1ea5t quan tr\u1ecdng.","intro_source":{"label":"Intro","type":"text","formatted_value":"Giao d\u1ecbch t\u1ea7n su\u1ea5t cao (HFT) \u0111\u00e3 bi\u1ebfn \u0111\u1ed5i c\u00e1c th\u1ecb tr\u01b0\u1eddng t\u00e0i ch\u00ednh b\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn v\u00e0 c\u00e1c thu\u1eadt to\u00e1n \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c giao d\u1ecbch v\u1edbi t\u1ed1c \u0111\u1ed9 ch\u01b0a t\u1eebng c\u00f3. \u0110\u1ed1i v\u1edbi c\u00e1c chuy\u00ean gia mu\u1ed1n tham gia v\u00e0o l\u0129nh v\u1ef1c n\u00e0y, vi\u1ec7c hi\u1ec3u c\u00e1c y\u1ebfu t\u1ed1 c\u01a1 b\u1ea3n trong vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao l\u00e0 r\u1ea5t quan tr\u1ecdng."},"body_html":"<div class='po-container po-container_width_article-sm'><h2 class='po-article-page__title'>H\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao l\u00e0 g\u00ec?<\/h2><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>H\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao l\u00e0 c\u00e1c n\u1ec1n t\u1ea3ng m\u00e1y t\u00ednh th\u1ef1c hi\u1ec7n kh\u1ed1i l\u01b0\u1ee3ng giao d\u1ecbch l\u1edbn trong v\u00f2ng micro gi\u00e2y. Nh\u1eefng h\u1ec7 th\u1ed1ng n\u00e0y ph\u00e2n t\u00edch nhi\u1ec1u th\u1ecb tr\u01b0\u1eddng \u0111\u1ed3ng th\u1eddi, x\u00e1c \u0111\u1ecbnh c\u00e1c ch\u00eanh l\u1ec7ch gi\u00e1 tho\u00e1ng qua v\u00e0 t\u1eadn d\u1ee5ng ch\u00fang tr\u01b0\u1edbc khi ch\u00fang bi\u1ebfn m\u1ea5t. Kh\u00e1c v\u1edbi giao d\u1ecbch truy\u1ec1n th\u1ed1ng, HFT d\u1ef1a v\u00e0o c\u00e1c thu\u1eadt to\u00e1n tinh vi thay v\u00ec quy\u1ebft \u0111\u1ecbnh c\u1ee7a con ng\u01b0\u1eddi.<\/p><\/div><div class='po-container po-container_width_article-sm'><h2 class='po-article-page__title'>C\u00e1c th\u00e0nh ph\u1ea7n ch\u00ednh c\u1ee7a h\u1ec7 th\u1ed1ng HFT<\/h2><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>X\u00e2y d\u1ef1ng c\u00e1c h\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao hi\u1ec7u qu\u1ea3 y\u00eau c\u1ea7u nhi\u1ec1u th\u00e0nh ph\u1ea7n quan tr\u1ecdng ho\u1ea1t \u0111\u1ed9ng h\u00e0i h\u00f2a. M\u1ed7i y\u1ebfu t\u1ed1 \u0111\u00f3ng g\u00f3p v\u00e0o kh\u1ea3 n\u0103ng c\u1ee7a h\u1ec7 th\u1ed1ng trong vi\u1ec7c x\u1eed l\u00fd th\u00f4ng tin v\u00e0 th\u1ef1c hi\u1ec7n giao d\u1ecbch v\u1edbi \u0111\u1ed9 tr\u1ec5 t\u1ed1i thi\u1ec3u.<\/p><\/div><div class='po-container po-container_width_article-sm article-content po-article-page__text'><ul class='po-article-page-list'><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111\u1ed9 tr\u1ec5 th\u1ea5p<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Chi\u1ebfn l\u01b0\u1ee3c giao d\u1ecbch thu\u1eadt to\u00e1n<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Kh\u1ea3 n\u0103ng x\u1eed l\u00fd d\u1eef li\u1ec7u<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Giao th\u1ee9c qu\u1ea3n l\u00fd r\u1ee7i ro<\/li><\/ul><\/div><div class='po-container po-container_width_article-sm'><h2 class='po-article-page__title'>Y\u00eau c\u1ea7u k\u1ef9 thu\u1eadt<\/h2><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>N\u1ec1n t\u1ea3ng k\u1ef9 thu\u1eadt c\u1ee7a b\u1ea5t k\u1ef3 h\u1ec7 th\u1ed1ng HFT n\u00e0o x\u00e1c \u0111\u1ecbnh kh\u1ea3 n\u0103ng ho\u1ea1t \u0111\u1ed9ng c\u1ee7a n\u00f3. C\u00e1c n\u1ec1n t\u1ea3ng nh\u01b0 Pocket Option cung c\u1ea5p m\u1ed9t s\u1ed1 c\u00f4ng c\u1ee5 thu\u1eadt to\u00e1n, nh\u01b0ng HFT chuy\u00ean nghi\u1ec7p y\u00eau c\u1ea7u c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng chuy\u00ean d\u1ee5ng.<\/p><\/div><div class='po-container po-container_width_article po-article-page__table'><div class='po-table'><table><thead><tr><th>Th\u00e0nh ph\u1ea7n<\/th><th>Th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt<\/th><th>M\u1ee5c \u0111\u00edch<\/th><\/tr><\/thead><tbody><tr><td>Ph\u1ea7n c\u1ee9ng<\/td><td>M\u1ea1ch FPGA, b\u1ed9 x\u1eed l\u00fd chuy\u00ean d\u1ee5ng<\/td><td>Gi\u1ea3m thi\u1ec3u th\u1eddi gian th\u1ef1c hi\u1ec7n<\/td><\/tr><tr><td>M\u1ea1ng<\/td><td>K\u1ebft n\u1ed1i quang h\u1ecdc, \u0111\u1ed3ng v\u1ecb tr\u00ed<\/td><td>Gi\u1ea3m \u0111\u1ed9 tr\u1ec5 truy\u1ec1n d\u1eef li\u1ec7u<\/td><\/tr><tr><td>Ph\u1ea7n m\u1ec1m<\/td><td>C++, JAVA, Python v\u1edbi c\u00e1c th\u01b0 vi\u1ec7n t\u1ed1i \u01b0u h\u00f3a<\/td><td>Th\u1ef1c hi\u1ec7n thu\u1eadt to\u00e1n hi\u1ec7u qu\u1ea3<\/td><\/tr><tr><td>L\u01b0u tr\u1eef d\u1eef li\u1ec7u<\/td><td>C\u01a1 s\u1edf d\u1eef li\u1ec7u trong b\u1ed9 nh\u1edb, c\u01a1 s\u1edf d\u1eef li\u1ec7u chu\u1ed7i th\u1eddi gian<\/td><td>Truy xu\u1ea5t v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u nhanh ch\u00f3ng<\/td><\/tr><\/tbody><\/table><\/div><\/div><div class='po-container po-container_width_article-sm'><h2 class='po-article-page__title'>Qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n thu\u1eadt to\u00e1n<\/h2><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>T\u1ea1o ra c\u00e1c thu\u1eadt to\u00e1n cho h\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao li\u00ean quan \u0111\u1ebfn m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p c\u00f3 h\u1ec7 th\u1ed1ng t\u1eadp trung v\u00e0o t\u1ed1c \u0111\u1ed9 v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c. Qu\u00e1 tr\u00ecnh n\u00e0y y\u00eau c\u1ea7u th\u1eed nghi\u1ec7m v\u00e0 tinh ch\u1ec9nh li\u00ean t\u1ee5c.<\/p><\/div><div class='po-container po-container_width_article-sm article-content po-article-page__text'><ul class='po-article-page-list'><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Kh\u00e1i ni\u1ec7m chi\u1ebfn l\u01b0\u1ee3c d\u1ef1a tr\u00ean s\u1ef1 kh\u00f4ng hi\u1ec7u qu\u1ea3 c\u1ee7a th\u1ecb tr\u01b0\u1eddng<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>M\u00f4 h\u00ecnh to\u00e1n h\u1ecdc c\u1ee7a kh\u00e1i ni\u1ec7m<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Th\u1ef1c hi\u1ec7n b\u1eb1ng c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh hi\u1ec7u qu\u1ea3<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Ki\u1ec3m tra l\u1ea1i v\u1edbi d\u1eef li\u1ec7u l\u1ecbch s\u1eed<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>T\u1ed1i \u01b0u h\u00f3a \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t<\/li><\/ul><\/div><div class='po-container po-container_width_article-sm'><h2 class='po-article-page__title'>C\u00e1c chi\u1ebfn l\u01b0\u1ee3c HFT ph\u1ed5 bi\u1ebfn<\/h2><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>C\u00e1c ph\u01b0\u01a1ng ph\u00e1p chi\u1ebfn l\u01b0\u1ee3c kh\u00e1c nhau c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n khi ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao. M\u1ed7i chi\u1ebfn l\u01b0\u1ee3c nh\u1eafm \u0111\u1ebfn c\u00e1c h\u00e0nh vi th\u1ecb tr\u01b0\u1eddng c\u1ee5 th\u1ec3.<\/p><\/div><div class='po-container po-container_width_article po-article-page__table'><div class='po-table'><table><thead><tr><th>Chi\u1ebfn l\u01b0\u1ee3c<\/th><th>C\u00e1ch ti\u1ebfp c\u1eadn<\/th><th>Khung th\u1eddi gian \u0111i\u1ec3n h\u00ecnh<\/th><\/tr><\/thead><tbody><tr><td>Th\u1ecb tr\u01b0\u1eddng t\u1ea1o l\u1eadp<\/td><td>Cung c\u1ea5p thanh kho\u1ea3n b\u1eb1ng c\u00e1ch \u0111\u1eb7t l\u1ec7nh gi\u1edbi h\u1ea1n<\/td><td>Miligi\u00e2y \u0111\u1ebfn gi\u00e2y<\/td><\/tr><tr><td>Arbitrage th\u1ed1ng k\u00ea<\/td><td>T\u1eadn d\u1ee5ng s\u1ef1 ch\u00eanh l\u1ec7ch gi\u00e1 gi\u1eefa c\u00e1c ch\u1ee9ng kho\u00e1n li\u00ean quan<\/td><td>Gi\u00e2y \u0111\u1ebfn ph\u00fat<\/td><\/tr><tr><td>Arbitrage \u0111\u1ed9 tr\u1ec5<\/td><td>T\u1eadn d\u1ee5ng l\u1ee3i th\u1ebf v\u1ec1 t\u1ed1c \u0111\u1ed9<\/td><td>Micro gi\u00e2y<\/td><\/tr><tr><td>Giao d\u1ecbch d\u1ef1a tr\u00ean tin t\u1ee9c<\/td><td>H\u00e0nh \u0111\u1ed9ng d\u1ef1a tr\u00ean th\u00f4ng tin nhanh h\u01a1n th\u1ecb tr\u01b0\u1eddng<\/td><td>Miligi\u00e2y sau khi ph\u00e1t h\u00e0nh tin t\u1ee9c<\/td><\/tr><\/tbody><\/table><\/div><\/div><div class='po-container po-container_width_article-sm'><h2 class='po-article-page__title'>C\u00e2n nh\u1eafc v\u1ec1 qu\u1ea3n l\u00fd r\u1ee7i ro<\/h2><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>Qu\u1ea3n l\u00fd r\u1ee7i ro hi\u1ec7u qu\u1ea3 l\u00e0 r\u1ea5t quan tr\u1ecdng khi ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao. N\u1ebfu kh\u00f4ng c\u00f3 c\u00e1c ki\u1ec3m so\u00e1t th\u00edch h\u1ee3p, c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng c\u00f3 th\u1ec3 nhanh ch\u00f3ng t\u1ea1o ra t\u1ed5n th\u1ea5t l\u1edbn.<\/p><\/div><div class='po-container po-container_width_article-sm article-content po-article-page__text'><ul class='po-article-page-list'><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Gi\u1edbi h\u1ea1n k\u00edch th\u01b0\u1edbc v\u1ecb tr\u00ed<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>B\u1ed9 ng\u1eaft m\u1ea1ch t\u1ef1 \u0111\u1ed9ng<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>H\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t th\u1eddi gian th\u1ef1c<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>C\u00f4ng t\u1eafc ng\u1eaft cho c\u00e1c t\u00ecnh hu\u1ed1ng kh\u1ea9n c\u1ea5p<\/li><\/ul><\/div><div class='po-container po-container_width_article po-article-page__table'><div class='po-table'><table><thead><tr><th>Lo\u1ea1i r\u1ee7i ro<\/th><th>Chi\u1ebfn l\u01b0\u1ee3c gi\u1ea3m thi\u1ec3u<\/th><\/tr><\/thead><tbody><tr><td>S\u1ef1 c\u1ed1 k\u1ef9 thu\u1eadt<\/td><td>C\u00e1c h\u1ec7 th\u1ed1ng d\u1ef1 ph\u00f2ng, t\u1ef1 \u0111\u1ed9ng chuy\u1ec3n \u0111\u1ed5i<\/td><\/tr><tr><td>Bi\u1ebfn \u0111\u1ed9ng th\u1ecb tr\u01b0\u1eddng<\/td><td>\u0110\u1ecbnh k\u00edch th\u01b0\u1edbc v\u1ecb tr\u00ed \u0111\u1ed9ng, gi\u1edbi h\u1ea1n d\u1ef1a tr\u00ean bi\u1ebfn \u0111\u1ed9ng<\/td><\/tr><tr><td>R\u1ee7i ro quy \u0111\u1ecbnh<\/td><td>Gi\u00e1m s\u00e1t tu\u00e2n th\u1ee7, ki\u1ec3m tra tr\u01b0\u1edbc giao d\u1ecbch<\/td><\/tr><tr><td>R\u1ee7i ro m\u00f4 h\u00ecnh<\/td><td>X\u00e1c th\u1ef1c li\u00ean t\u1ee5c, ph\u1ea1m vi tri\u1ec3n khai h\u1ea1n ch\u1ebf<\/td><\/tr><\/tbody><\/table><\/div><\/div><div class='po-container po-container_width_article-sm'><h2 class='po-article-page__title'>Ki\u1ec3m tra v\u00e0 tri\u1ec3n khai<\/h2><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>Tr\u01b0\u1edbc khi \u0111i v\u00e0o ho\u1ea1t \u0111\u1ed9ng, c\u00e1c h\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao y\u00eau c\u1ea7u ki\u1ec3m tra r\u1ed9ng r\u00e3i tr\u00ean nhi\u1ec1u k\u1ecbch b\u1ea3n \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 tin c\u1eady v\u00e0 hi\u1ec7u su\u1ea5t.<\/p><\/div><div class='po-container po-container_width_article po-article-page__table'><div class='po-table'><table><thead><tr><th>Giai \u0111o\u1ea1n ki\u1ec3m tra<\/th><th>M\u1ee5c \u0111\u00edch<\/th><th>Th\u1eddi gian \u0111i\u1ec3n h\u00ecnh<\/th><\/tr><\/thead><tbody><tr><td>Ki\u1ec3m tra l\u1ea1i<\/td><td>\u0110\u00e1nh gi\u00e1 chi\u1ebfn l\u01b0\u1ee3c tr\u00ean d\u1eef li\u1ec7u l\u1ecbch s\u1eed<\/td><td>1-2 tu\u1ea7n<\/td><\/tr><tr><td>Giao d\u1ecbch gi\u1ea5y<\/td><td>Ki\u1ec3m tra tr\u00ean th\u1ecb tr\u01b0\u1eddng tr\u1ef1c ti\u1ebfp m\u00e0 kh\u00f4ng c\u00f3 ti\u1ec1n th\u1eadt<\/td><td>2-4 tu\u1ea7n<\/td><\/tr><tr><td>Tri\u1ec3n khai h\u1ea1n ch\u1ebf<\/td><td>Giao d\u1ecbch v\u1edbi v\u1ed1n h\u1ea1n ch\u1ebf<\/td><td>1-2 th\u00e1ng<\/td><\/tr><tr><td>S\u1ea3n xu\u1ea5t \u0111\u1ea7y \u0111\u1ee7<\/td><td>Ho\u1ea1t \u0111\u1ed9ng h\u1ec7 th\u1ed1ng ho\u00e0n ch\u1ec9nh<\/td><td>Li\u00ean t\u1ee5c v\u1edbi gi\u00e1m s\u00e1t li\u00ean t\u1ee5c<\/td><\/tr><\/tbody><\/table><\/div><\/div><div class='po-container po-container_width_article-sm'><h2 class='po-article-page__title'>Khung ph\u00e1p l\u00fd v\u00e0 quy \u0111\u1ecbnh<\/h2><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>C\u00e1c th\u1ecb tr\u01b0\u1eddng t\u00e0i ch\u00ednh kh\u00e1c nhau c\u00f3 c\u00e1c quy \u0111\u1ecbnh c\u1ee5 th\u1ec3 \u0111i\u1ec1u ch\u1ec9nh giao d\u1ecbch t\u1ea7n su\u1ea5t cao. Tu\u00e2n th\u1ee7 l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft cho ho\u1ea1t \u0111\u1ed9ng b\u1ec1n v\u1eefng.<\/p><\/div><div class='po-container po-container_width_article-sm article-content po-article-page__text'><ul class='po-article-page-list'><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>H\u1ea1n ch\u1ebf thao t\u00fang th\u1ecb tr\u01b0\u1eddng<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Y\u00eau c\u1ea7u b\u00e1o c\u00e1o<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Quy \u0111\u1ecbnh v\u1ec1 b\u1ea3o v\u1ec7 h\u1ec7 th\u1ed1ng<\/li><li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>\u0110i\u1ec1u ch\u1ec9nh b\u1ed9 ng\u1eaft m\u1ea1ch<\/li><\/ul><\/div>[cta_button text=\"\"]<div class='po-container po-container_width_article-sm'><h2 class='po-article-page__title'>K\u1ebft lu\u1eadn<\/h2><\/div><div class='po-container po-container_width_article-sm'><p class='po-article-page__text'>Ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao y\u00eau c\u1ea7u m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn \u0111a ng\u00e0nh k\u1ebft h\u1ee3p ki\u1ebfn th\u1ee9c t\u00e0i ch\u00ednh, chuy\u00ean m\u00f4n l\u1eadp tr\u00ecnh v\u00e0 t\u1ed1i \u01b0u h\u00f3a ph\u1ea7n c\u1ee9ng. Th\u00e0nh c\u00f4ng trong l\u0129nh v\u1ef1c n\u00e0y ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c c\u1ea3i ti\u1ebfn li\u00ean t\u1ee5c, qu\u1ea3n l\u00fd r\u1ee7i ro nghi\u00eam ng\u1eb7t v\u00e0 kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng v\u1edbi c\u00e1c \u0111i\u1ec1u ki\u1ec7n th\u1ecb tr\u01b0\u1eddng thay \u0111\u1ed5i. Khi c\u00f4ng ngh\u1ec7 ti\u1ebfn b\u1ed9, c\u00e1c r\u00e0o c\u1ea3n gia nh\u1eadp HFT ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n, t\u1ea1o ra c\u1ea3 th\u00e1ch th\u1ee9c v\u00e0 c\u01a1 h\u1ed9i cho c\u00e1c nh\u00e0 tham gia th\u1ecb tr\u01b0\u1eddng.<\/p><\/div>","body_html_source":{"label":"Body HTML","type":"wysiwyg","formatted_value":"<div class='po-container po-container_width_article-sm'>\n<h2 class='po-article-page__title'>H\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao l\u00e0 g\u00ec?<\/h2>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>H\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao l\u00e0 c\u00e1c n\u1ec1n t\u1ea3ng m\u00e1y t\u00ednh th\u1ef1c hi\u1ec7n kh\u1ed1i l\u01b0\u1ee3ng giao d\u1ecbch l\u1edbn trong v\u00f2ng micro gi\u00e2y. Nh\u1eefng h\u1ec7 th\u1ed1ng n\u00e0y ph\u00e2n t\u00edch nhi\u1ec1u th\u1ecb tr\u01b0\u1eddng \u0111\u1ed3ng th\u1eddi, x\u00e1c \u0111\u1ecbnh c\u00e1c ch\u00eanh l\u1ec7ch gi\u00e1 tho\u00e1ng qua v\u00e0 t\u1eadn d\u1ee5ng ch\u00fang tr\u01b0\u1edbc khi ch\u00fang bi\u1ebfn m\u1ea5t. Kh\u00e1c v\u1edbi giao d\u1ecbch truy\u1ec1n th\u1ed1ng, HFT d\u1ef1a v\u00e0o c\u00e1c thu\u1eadt to\u00e1n tinh vi thay v\u00ec quy\u1ebft \u0111\u1ecbnh c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<h2 class='po-article-page__title'>C\u00e1c th\u00e0nh ph\u1ea7n ch\u00ednh c\u1ee7a h\u1ec7 th\u1ed1ng HFT<\/h2>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>X\u00e2y d\u1ef1ng c\u00e1c h\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao hi\u1ec7u qu\u1ea3 y\u00eau c\u1ea7u nhi\u1ec1u th\u00e0nh ph\u1ea7n quan tr\u1ecdng ho\u1ea1t \u0111\u1ed9ng h\u00e0i h\u00f2a. M\u1ed7i y\u1ebfu t\u1ed1 \u0111\u00f3ng g\u00f3p v\u00e0o kh\u1ea3 n\u0103ng c\u1ee7a h\u1ec7 th\u1ed1ng trong vi\u1ec7c x\u1eed l\u00fd th\u00f4ng tin v\u00e0 th\u1ef1c hi\u1ec7n giao d\u1ecbch v\u1edbi \u0111\u1ed9 tr\u1ec5 t\u1ed1i thi\u1ec3u.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm article-content po-article-page__text'>\n<ul class='po-article-page-list'>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111\u1ed9 tr\u1ec5 th\u1ea5p<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Chi\u1ebfn l\u01b0\u1ee3c giao d\u1ecbch thu\u1eadt to\u00e1n<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Kh\u1ea3 n\u0103ng x\u1eed l\u00fd d\u1eef li\u1ec7u<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Giao th\u1ee9c qu\u1ea3n l\u00fd r\u1ee7i ro<\/li>\n<\/ul>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<h2 class='po-article-page__title'>Y\u00eau c\u1ea7u k\u1ef9 thu\u1eadt<\/h2>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>N\u1ec1n t\u1ea3ng k\u1ef9 thu\u1eadt c\u1ee7a b\u1ea5t k\u1ef3 h\u1ec7 th\u1ed1ng HFT n\u00e0o x\u00e1c \u0111\u1ecbnh kh\u1ea3 n\u0103ng ho\u1ea1t \u0111\u1ed9ng c\u1ee7a n\u00f3. C\u00e1c n\u1ec1n t\u1ea3ng nh\u01b0 Pocket Option cung c\u1ea5p m\u1ed9t s\u1ed1 c\u00f4ng c\u1ee5 thu\u1eadt to\u00e1n, nh\u01b0ng HFT chuy\u00ean nghi\u1ec7p y\u00eau c\u1ea7u c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng chuy\u00ean d\u1ee5ng.<\/p>\n<\/div>\n<div class='po-container po-container_width_article po-article-page__table'>\n<div class='po-table'>\n<table>\n<thead>\n<tr>\n<th>Th\u00e0nh ph\u1ea7n<\/th>\n<th>Th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt<\/th>\n<th>M\u1ee5c \u0111\u00edch<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Ph\u1ea7n c\u1ee9ng<\/td>\n<td>M\u1ea1ch FPGA, b\u1ed9 x\u1eed l\u00fd chuy\u00ean d\u1ee5ng<\/td>\n<td>Gi\u1ea3m thi\u1ec3u th\u1eddi gian th\u1ef1c hi\u1ec7n<\/td>\n<\/tr>\n<tr>\n<td>M\u1ea1ng<\/td>\n<td>K\u1ebft n\u1ed1i quang h\u1ecdc, \u0111\u1ed3ng v\u1ecb tr\u00ed<\/td>\n<td>Gi\u1ea3m \u0111\u1ed9 tr\u1ec5 truy\u1ec1n d\u1eef li\u1ec7u<\/td>\n<\/tr>\n<tr>\n<td>Ph\u1ea7n m\u1ec1m<\/td>\n<td>C++, JAVA, Python v\u1edbi c\u00e1c th\u01b0 vi\u1ec7n t\u1ed1i \u01b0u h\u00f3a<\/td>\n<td>Th\u1ef1c hi\u1ec7n thu\u1eadt to\u00e1n hi\u1ec7u qu\u1ea3<\/td>\n<\/tr>\n<tr>\n<td>L\u01b0u tr\u1eef d\u1eef li\u1ec7u<\/td>\n<td>C\u01a1 s\u1edf d\u1eef li\u1ec7u trong b\u1ed9 nh\u1edb, c\u01a1 s\u1edf d\u1eef li\u1ec7u chu\u1ed7i th\u1eddi gian<\/td>\n<td>Truy xu\u1ea5t v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u nhanh ch\u00f3ng<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<h2 class='po-article-page__title'>Qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n thu\u1eadt to\u00e1n<\/h2>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>T\u1ea1o ra c\u00e1c thu\u1eadt to\u00e1n cho h\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao li\u00ean quan \u0111\u1ebfn m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p c\u00f3 h\u1ec7 th\u1ed1ng t\u1eadp trung v\u00e0o t\u1ed1c \u0111\u1ed9 v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c. Qu\u00e1 tr\u00ecnh n\u00e0y y\u00eau c\u1ea7u th\u1eed nghi\u1ec7m v\u00e0 tinh ch\u1ec9nh li\u00ean t\u1ee5c.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm article-content po-article-page__text'>\n<ul class='po-article-page-list'>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Kh\u00e1i ni\u1ec7m chi\u1ebfn l\u01b0\u1ee3c d\u1ef1a tr\u00ean s\u1ef1 kh\u00f4ng hi\u1ec7u qu\u1ea3 c\u1ee7a th\u1ecb tr\u01b0\u1eddng<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>M\u00f4 h\u00ecnh to\u00e1n h\u1ecdc c\u1ee7a kh\u00e1i ni\u1ec7m<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Th\u1ef1c hi\u1ec7n b\u1eb1ng c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh hi\u1ec7u qu\u1ea3<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Ki\u1ec3m tra l\u1ea1i v\u1edbi d\u1eef li\u1ec7u l\u1ecbch s\u1eed<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>T\u1ed1i \u01b0u h\u00f3a \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t<\/li>\n<\/ul>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<h2 class='po-article-page__title'>C\u00e1c chi\u1ebfn l\u01b0\u1ee3c HFT ph\u1ed5 bi\u1ebfn<\/h2>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>C\u00e1c ph\u01b0\u01a1ng ph\u00e1p chi\u1ebfn l\u01b0\u1ee3c kh\u00e1c nhau c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n khi ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao. M\u1ed7i chi\u1ebfn l\u01b0\u1ee3c nh\u1eafm \u0111\u1ebfn c\u00e1c h\u00e0nh vi th\u1ecb tr\u01b0\u1eddng c\u1ee5 th\u1ec3.<\/p>\n<\/div>\n<div class='po-container po-container_width_article po-article-page__table'>\n<div class='po-table'>\n<table>\n<thead>\n<tr>\n<th>Chi\u1ebfn l\u01b0\u1ee3c<\/th>\n<th>C\u00e1ch ti\u1ebfp c\u1eadn<\/th>\n<th>Khung th\u1eddi gian \u0111i\u1ec3n h\u00ecnh<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Th\u1ecb tr\u01b0\u1eddng t\u1ea1o l\u1eadp<\/td>\n<td>Cung c\u1ea5p thanh kho\u1ea3n b\u1eb1ng c\u00e1ch \u0111\u1eb7t l\u1ec7nh gi\u1edbi h\u1ea1n<\/td>\n<td>Miligi\u00e2y \u0111\u1ebfn gi\u00e2y<\/td>\n<\/tr>\n<tr>\n<td>Arbitrage th\u1ed1ng k\u00ea<\/td>\n<td>T\u1eadn d\u1ee5ng s\u1ef1 ch\u00eanh l\u1ec7ch gi\u00e1 gi\u1eefa c\u00e1c ch\u1ee9ng kho\u00e1n li\u00ean quan<\/td>\n<td>Gi\u00e2y \u0111\u1ebfn ph\u00fat<\/td>\n<\/tr>\n<tr>\n<td>Arbitrage \u0111\u1ed9 tr\u1ec5<\/td>\n<td>T\u1eadn d\u1ee5ng l\u1ee3i th\u1ebf v\u1ec1 t\u1ed1c \u0111\u1ed9<\/td>\n<td>Micro gi\u00e2y<\/td>\n<\/tr>\n<tr>\n<td>Giao d\u1ecbch d\u1ef1a tr\u00ean tin t\u1ee9c<\/td>\n<td>H\u00e0nh \u0111\u1ed9ng d\u1ef1a tr\u00ean th\u00f4ng tin nhanh h\u01a1n th\u1ecb tr\u01b0\u1eddng<\/td>\n<td>Miligi\u00e2y sau khi ph\u00e1t h\u00e0nh tin t\u1ee9c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<h2 class='po-article-page__title'>C\u00e2n nh\u1eafc v\u1ec1 qu\u1ea3n l\u00fd r\u1ee7i ro<\/h2>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>Qu\u1ea3n l\u00fd r\u1ee7i ro hi\u1ec7u qu\u1ea3 l\u00e0 r\u1ea5t quan tr\u1ecdng khi ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao. N\u1ebfu kh\u00f4ng c\u00f3 c\u00e1c ki\u1ec3m so\u00e1t th\u00edch h\u1ee3p, c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng c\u00f3 th\u1ec3 nhanh ch\u00f3ng t\u1ea1o ra t\u1ed5n th\u1ea5t l\u1edbn.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm article-content po-article-page__text'>\n<ul class='po-article-page-list'>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Gi\u1edbi h\u1ea1n k\u00edch th\u01b0\u1edbc v\u1ecb tr\u00ed<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>B\u1ed9 ng\u1eaft m\u1ea1ch t\u1ef1 \u0111\u1ed9ng<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>H\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t th\u1eddi gian th\u1ef1c<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>C\u00f4ng t\u1eafc ng\u1eaft cho c\u00e1c t\u00ecnh hu\u1ed1ng kh\u1ea9n c\u1ea5p<\/li>\n<\/ul>\n<\/div>\n<div class='po-container po-container_width_article po-article-page__table'>\n<div class='po-table'>\n<table>\n<thead>\n<tr>\n<th>Lo\u1ea1i r\u1ee7i ro<\/th>\n<th>Chi\u1ebfn l\u01b0\u1ee3c gi\u1ea3m thi\u1ec3u<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>S\u1ef1 c\u1ed1 k\u1ef9 thu\u1eadt<\/td>\n<td>C\u00e1c h\u1ec7 th\u1ed1ng d\u1ef1 ph\u00f2ng, t\u1ef1 \u0111\u1ed9ng chuy\u1ec3n \u0111\u1ed5i<\/td>\n<\/tr>\n<tr>\n<td>Bi\u1ebfn \u0111\u1ed9ng th\u1ecb tr\u01b0\u1eddng<\/td>\n<td>\u0110\u1ecbnh k\u00edch th\u01b0\u1edbc v\u1ecb tr\u00ed \u0111\u1ed9ng, gi\u1edbi h\u1ea1n d\u1ef1a tr\u00ean bi\u1ebfn \u0111\u1ed9ng<\/td>\n<\/tr>\n<tr>\n<td>R\u1ee7i ro quy \u0111\u1ecbnh<\/td>\n<td>Gi\u00e1m s\u00e1t tu\u00e2n th\u1ee7, ki\u1ec3m tra tr\u01b0\u1edbc giao d\u1ecbch<\/td>\n<\/tr>\n<tr>\n<td>R\u1ee7i ro m\u00f4 h\u00ecnh<\/td>\n<td>X\u00e1c th\u1ef1c li\u00ean t\u1ee5c, ph\u1ea1m vi tri\u1ec3n khai h\u1ea1n ch\u1ebf<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<h2 class='po-article-page__title'>Ki\u1ec3m tra v\u00e0 tri\u1ec3n khai<\/h2>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>Tr\u01b0\u1edbc khi \u0111i v\u00e0o ho\u1ea1t \u0111\u1ed9ng, c\u00e1c h\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao y\u00eau c\u1ea7u ki\u1ec3m tra r\u1ed9ng r\u00e3i tr\u00ean nhi\u1ec1u k\u1ecbch b\u1ea3n \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 tin c\u1eady v\u00e0 hi\u1ec7u su\u1ea5t.<\/p>\n<\/div>\n<div class='po-container po-container_width_article po-article-page__table'>\n<div class='po-table'>\n<table>\n<thead>\n<tr>\n<th>Giai \u0111o\u1ea1n ki\u1ec3m tra<\/th>\n<th>M\u1ee5c \u0111\u00edch<\/th>\n<th>Th\u1eddi gian \u0111i\u1ec3n h\u00ecnh<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Ki\u1ec3m tra l\u1ea1i<\/td>\n<td>\u0110\u00e1nh gi\u00e1 chi\u1ebfn l\u01b0\u1ee3c tr\u00ean d\u1eef li\u1ec7u l\u1ecbch s\u1eed<\/td>\n<td>1-2 tu\u1ea7n<\/td>\n<\/tr>\n<tr>\n<td>Giao d\u1ecbch gi\u1ea5y<\/td>\n<td>Ki\u1ec3m tra tr\u00ean th\u1ecb tr\u01b0\u1eddng tr\u1ef1c ti\u1ebfp m\u00e0 kh\u00f4ng c\u00f3 ti\u1ec1n th\u1eadt<\/td>\n<td>2-4 tu\u1ea7n<\/td>\n<\/tr>\n<tr>\n<td>Tri\u1ec3n khai h\u1ea1n ch\u1ebf<\/td>\n<td>Giao d\u1ecbch v\u1edbi v\u1ed1n h\u1ea1n ch\u1ebf<\/td>\n<td>1-2 th\u00e1ng<\/td>\n<\/tr>\n<tr>\n<td>S\u1ea3n xu\u1ea5t \u0111\u1ea7y \u0111\u1ee7<\/td>\n<td>Ho\u1ea1t \u0111\u1ed9ng h\u1ec7 th\u1ed1ng ho\u00e0n ch\u1ec9nh<\/td>\n<td>Li\u00ean t\u1ee5c v\u1edbi gi\u00e1m s\u00e1t li\u00ean t\u1ee5c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<h2 class='po-article-page__title'>Khung ph\u00e1p l\u00fd v\u00e0 quy \u0111\u1ecbnh<\/h2>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>C\u00e1c th\u1ecb tr\u01b0\u1eddng t\u00e0i ch\u00ednh kh\u00e1c nhau c\u00f3 c\u00e1c quy \u0111\u1ecbnh c\u1ee5 th\u1ec3 \u0111i\u1ec1u ch\u1ec9nh giao d\u1ecbch t\u1ea7n su\u1ea5t cao. Tu\u00e2n th\u1ee7 l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft cho ho\u1ea1t \u0111\u1ed9ng b\u1ec1n v\u1eefng.<\/p>\n<\/div>\n<div class='po-container po-container_width_article-sm article-content po-article-page__text'>\n<ul class='po-article-page-list'>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>H\u1ea1n ch\u1ebf thao t\u00fang th\u1ecb tr\u01b0\u1eddng<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Y\u00eau c\u1ea7u b\u00e1o c\u00e1o<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>Quy \u0111\u1ecbnh v\u1ec1 b\u1ea3o v\u1ec7 h\u1ec7 th\u1ed1ng<\/li>\n<li class='po-article-page__text po-article-page__text_no-margin po-list-lvl_1'>\u0110i\u1ec1u ch\u1ec9nh b\u1ed9 ng\u1eaft m\u1ea1ch<\/li>\n<\/ul>\n<\/div>\n    <div class=\"po-container po-container_width_article\">\n        <a href=\"\/en\/quick-start\/\" class=\"po-line-banner po-article-page__line-banner\">\n            <svg class=\"svg-image po-line-banner__logo\" fill=\"currentColor\" width=\"auto\" height=\"auto\"\n                 aria-hidden=\"true\">\n                <use href=\"#svg-img-logo-white\"><\/use>\n            <\/svg>\n            <span class=\"po-line-banner__btn\"><\/span>\n        <\/a>\n    <\/div>\n    \n<div class='po-container po-container_width_article-sm'>\n<h2 class='po-article-page__title'>K\u1ebft lu\u1eadn<\/h2>\n<\/div>\n<div class='po-container po-container_width_article-sm'>\n<p class='po-article-page__text'>Ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao y\u00eau c\u1ea7u m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn \u0111a ng\u00e0nh k\u1ebft h\u1ee3p ki\u1ebfn th\u1ee9c t\u00e0i ch\u00ednh, chuy\u00ean m\u00f4n l\u1eadp tr\u00ecnh v\u00e0 t\u1ed1i \u01b0u h\u00f3a ph\u1ea7n c\u1ee9ng. Th\u00e0nh c\u00f4ng trong l\u0129nh v\u1ef1c n\u00e0y ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c c\u1ea3i ti\u1ebfn li\u00ean t\u1ee5c, qu\u1ea3n l\u00fd r\u1ee7i ro nghi\u00eam ng\u1eb7t v\u00e0 kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng v\u1edbi c\u00e1c \u0111i\u1ec1u ki\u1ec7n th\u1ecb tr\u01b0\u1eddng thay \u0111\u1ed5i. Khi c\u00f4ng ngh\u1ec7 ti\u1ebfn b\u1ed9, c\u00e1c r\u00e0o c\u1ea3n gia nh\u1eadp HFT ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n, t\u1ea1o ra c\u1ea3 th\u00e1ch th\u1ee9c v\u00e0 c\u01a1 h\u1ed9i cho c\u00e1c nh\u00e0 tham gia th\u1ecb tr\u01b0\u1eddng.<\/p>\n<\/div>\n"},"faq":[{"question":"Nh\u1eefng ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh n\u00e0o l\u00e0 t\u1ed1t nh\u1ea5t \u0111\u1ec3 ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao?","answer":"C++ v\u1eabn l\u00e0 ti\u00eau chu\u1ea9n ng\u00e0nh do t\u1ed1c \u0111\u1ed9 v\u00e0 kh\u1ea3 n\u0103ng qu\u1ea3n l\u00fd b\u1ed9 nh\u1edb c\u1ee7a n\u00f3. Java c\u0169ng ph\u1ed5 bi\u1ebfn v\u00ec s\u1ef1 c\u00e2n b\u1eb1ng gi\u1eefa hi\u1ec7u su\u1ea5t v\u00e0 s\u1ef1 d\u1ec5 d\u00e0ng trong ph\u00e1t tri\u1ec3n. Python v\u1edbi c\u00e1c th\u01b0 vi\u1ec7n t\u1ed1i \u01b0u h\u00f3a nh\u01b0 NumPy v\u00e0 Cython ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho vi\u1ec7c ph\u00e1t tri\u1ec3n chi\u1ebfn l\u01b0\u1ee3c, m\u1eb7c d\u00f9 th\u01b0\u1eddng kh\u00f4ng ph\u1ea3i cho \u0111\u1ed9ng c\u01a1 th\u1ef1c thi c\u1ed1t l\u00f5i."},{"question":"C\u1ea7n bao nhi\u00eau v\u1ed1n \u0111\u1ec3 b\u1eaft \u0111\u1ea7u m\u1ed9t ho\u1ea1t \u0111\u1ed9ng HFT?","answer":"C\u00e1c y\u00eau c\u1ea7u v\u1ec1 v\u1ed1n r\u1ea5t kh\u00e1c nhau. C\u00e1c thi\u1ebft l\u1eadp t\u1ed1i thi\u1ec3u c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u t\u1eeb 100.000 \u0111\u1ebfn 500.000 \u0111\u00f4 la, nh\u01b0ng c\u00e1c ho\u1ea1t \u0111\u1ed9ng c\u1ea1nh tranh th\u01b0\u1eddng y\u00eau c\u1ea7u t\u1eeb 1 \u0111\u1ebfn 10 tri\u1ec7u \u0111\u00f4 la cho c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng, d\u1eef li\u1ec7u th\u1ecb tr\u01b0\u1eddng, d\u1ecbch v\u1ee5 \u0111\u1ed3ng v\u1ecb tr\u00ed v\u00e0 c\u00e1c y\u00eau c\u1ea7u v\u1ec1 v\u1ed1n quy \u0111\u1ecbnh."},{"question":"C\u00e1c nh\u00e0 giao d\u1ecbch c\u00e1 nh\u00e2n c\u00f3 th\u1ec3 c\u1ea1nh tranh trong giao d\u1ecbch t\u1ea7n su\u1ea5t cao kh\u00f4ng?","answer":"C\u00e1c nh\u00e0 giao d\u1ecbch c\u00e1 nh\u00e2n ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c \u0111\u00e1ng k\u1ec3 khi c\u1ea1nh tranh tr\u1ef1c ti\u1ebfp v\u1edbi c\u00e1c c\u00f4ng ty HFT \u0111\u00e3 \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp do chi ph\u00ed h\u1ea1 t\u1ea7ng v\u00e0 h\u1ea1n ch\u1ebf v\u1ec1 quy\u1ec1n truy c\u1eadp. Tuy nhi\u00ean, h\u1ecd c\u00f3 th\u1ec3 tham gia v\u00e0o giao d\u1ecbch thu\u1eadt to\u00e1n \u1edf c\u00e1c khung th\u1eddi gian d\u00e0i h\u01a1n m\u1ed9t ch\u00fat ho\u1eb7c th\u00f4ng qua c\u00e1c n\u1ec1n t\u1ea3ng chuy\u00ean bi\u1ec7t cung c\u1ea5p m\u1ed9t s\u1ed1 kh\u1ea3 n\u0103ng gi\u1ed1ng nh\u01b0 HFT."},{"question":"C\u00e1c h\u1ec7 th\u1ed1ng HFT qu\u1ea3n l\u00fd \u0111\u1ed9 tr\u1ec5 m\u1ea1ng nh\u01b0 th\u1ebf n\u00e0o?","answer":"C\u00e1c h\u1ec7 th\u1ed1ng HFT gi\u1ea3m thi\u1ec3u \u0111\u1ed9 tr\u1ec5 th\u00f4ng qua vi\u1ec7c \u0111\u1ed3ng v\u1ecb tr\u00ed (\u0111\u1eb7t m\u00e1y ch\u1ee7 trong c\u00f9ng trung t\u00e2m d\u1eef li\u1ec7u v\u1edbi c\u00e1c s\u00e0n giao d\u1ecbch), k\u1ebft n\u1ed1i quang h\u1ecdc chuy\u00ean d\u1ee5ng, ph\u1ea7n c\u1ee9ng m\u1ea1ng chuy\u00ean bi\u1ec7t, tri\u1ec3n khai ng\u0103n x\u1ebfp TCP\/IP t\u00f9y ch\u1ec9nh, v\u00e0 th\u1eadm ch\u00ed l\u00e0 truy\u1ec1n s\u00f3ng vi ba ho\u1eb7c laser cho vi\u1ec7c giao ti\u1ebfp gi\u1eefa c\u00e1c khu v\u1ef1c."},{"question":"Bi\u00ean l\u1ee3i nhu\u1eadn \u0111i\u1ec3n h\u00ecnh trong giao d\u1ecbch t\u1ea7n su\u1ea5t cao l\u00e0 g\u00ec?","answer":"Bi\u00ean l\u1ee3i nhu\u1eadn thay \u0111\u1ed5i r\u1ed9ng r\u00e3i d\u1ef1a tr\u00ean chi\u1ebfn l\u01b0\u1ee3c, \u0111i\u1ec1u ki\u1ec7n th\u1ecb tr\u01b0\u1eddng v\u00e0 c\u1ea1nh tranh. Nhi\u1ec1u chi\u1ebfn l\u01b0\u1ee3c HFT ho\u1ea1t \u0111\u1ed9ng v\u1edbi bi\u00ean l\u1ee3i nhu\u1eadn c\u1ef1c k\u1ef3 m\u1ecfng cho m\u1ed7i giao d\u1ecbch (th\u01b0\u1eddng l\u00e0 ph\u1ea7n tr\u0103m c\u1ee7a m\u1ed9t xu) nh\u01b0ng t\u1ea1o ra l\u1ee3i nhu\u1eadn th\u00f4ng qua kh\u1ed1i l\u01b0\u1ee3ng giao d\u1ecbch cao. Khi c\u00e1c th\u1ecb tr\u01b0\u1eddng tr\u1edf n\u00ean hi\u1ec7u qu\u1ea3 h\u01a1n, nh\u1eefng bi\u00ean l\u1ee3i nhu\u1eadn n\u00e0y th\u01b0\u1eddng \u0111\u00e3 gi\u1ea3m theo th\u1eddi gian, bu\u1ed9c c\u00e1c c\u00f4ng ty ph\u1ea3i t\u00ecm ki\u1ebfm nh\u1eefng ph\u01b0\u01a1ng ph\u00e1p tinh vi h\u01a1n."}],"faq_source":{"label":"FAQ","type":"repeater","formatted_value":[{"question":"Nh\u1eefng ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh n\u00e0o l\u00e0 t\u1ed1t nh\u1ea5t \u0111\u1ec3 ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng giao d\u1ecbch t\u1ea7n su\u1ea5t cao?","answer":"C++ v\u1eabn l\u00e0 ti\u00eau chu\u1ea9n ng\u00e0nh do t\u1ed1c \u0111\u1ed9 v\u00e0 kh\u1ea3 n\u0103ng qu\u1ea3n l\u00fd b\u1ed9 nh\u1edb c\u1ee7a n\u00f3. Java c\u0169ng ph\u1ed5 bi\u1ebfn v\u00ec s\u1ef1 c\u00e2n b\u1eb1ng gi\u1eefa hi\u1ec7u su\u1ea5t v\u00e0 s\u1ef1 d\u1ec5 d\u00e0ng trong ph\u00e1t tri\u1ec3n. Python v\u1edbi c\u00e1c th\u01b0 vi\u1ec7n t\u1ed1i \u01b0u h\u00f3a nh\u01b0 NumPy v\u00e0 Cython ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho vi\u1ec7c ph\u00e1t tri\u1ec3n chi\u1ebfn l\u01b0\u1ee3c, m\u1eb7c d\u00f9 th\u01b0\u1eddng kh\u00f4ng ph\u1ea3i cho \u0111\u1ed9ng c\u01a1 th\u1ef1c thi c\u1ed1t l\u00f5i."},{"question":"C\u1ea7n bao nhi\u00eau v\u1ed1n \u0111\u1ec3 b\u1eaft \u0111\u1ea7u m\u1ed9t ho\u1ea1t \u0111\u1ed9ng HFT?","answer":"C\u00e1c y\u00eau c\u1ea7u v\u1ec1 v\u1ed1n r\u1ea5t kh\u00e1c nhau. C\u00e1c thi\u1ebft l\u1eadp t\u1ed1i thi\u1ec3u c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u t\u1eeb 100.000 \u0111\u1ebfn 500.000 \u0111\u00f4 la, nh\u01b0ng c\u00e1c ho\u1ea1t \u0111\u1ed9ng c\u1ea1nh tranh th\u01b0\u1eddng y\u00eau c\u1ea7u t\u1eeb 1 \u0111\u1ebfn 10 tri\u1ec7u \u0111\u00f4 la cho c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng, d\u1eef li\u1ec7u th\u1ecb tr\u01b0\u1eddng, d\u1ecbch v\u1ee5 \u0111\u1ed3ng v\u1ecb tr\u00ed v\u00e0 c\u00e1c y\u00eau c\u1ea7u v\u1ec1 v\u1ed1n quy \u0111\u1ecbnh."},{"question":"C\u00e1c nh\u00e0 giao d\u1ecbch c\u00e1 nh\u00e2n c\u00f3 th\u1ec3 c\u1ea1nh tranh trong giao d\u1ecbch t\u1ea7n su\u1ea5t cao kh\u00f4ng?","answer":"C\u00e1c nh\u00e0 giao d\u1ecbch c\u00e1 nh\u00e2n ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c \u0111\u00e1ng k\u1ec3 khi c\u1ea1nh tranh tr\u1ef1c ti\u1ebfp v\u1edbi c\u00e1c c\u00f4ng ty HFT \u0111\u00e3 \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp do chi ph\u00ed h\u1ea1 t\u1ea7ng v\u00e0 h\u1ea1n ch\u1ebf v\u1ec1 quy\u1ec1n truy c\u1eadp. Tuy nhi\u00ean, h\u1ecd c\u00f3 th\u1ec3 tham gia v\u00e0o giao d\u1ecbch thu\u1eadt to\u00e1n \u1edf c\u00e1c khung th\u1eddi gian d\u00e0i h\u01a1n m\u1ed9t ch\u00fat ho\u1eb7c th\u00f4ng qua c\u00e1c n\u1ec1n t\u1ea3ng chuy\u00ean bi\u1ec7t cung c\u1ea5p m\u1ed9t s\u1ed1 kh\u1ea3 n\u0103ng gi\u1ed1ng nh\u01b0 HFT."},{"question":"C\u00e1c h\u1ec7 th\u1ed1ng HFT qu\u1ea3n l\u00fd \u0111\u1ed9 tr\u1ec5 m\u1ea1ng nh\u01b0 th\u1ebf n\u00e0o?","answer":"C\u00e1c h\u1ec7 th\u1ed1ng HFT gi\u1ea3m thi\u1ec3u \u0111\u1ed9 tr\u1ec5 th\u00f4ng qua vi\u1ec7c \u0111\u1ed3ng v\u1ecb tr\u00ed (\u0111\u1eb7t m\u00e1y ch\u1ee7 trong c\u00f9ng trung t\u00e2m d\u1eef li\u1ec7u v\u1edbi c\u00e1c s\u00e0n giao d\u1ecbch), k\u1ebft n\u1ed1i quang h\u1ecdc chuy\u00ean d\u1ee5ng, ph\u1ea7n c\u1ee9ng m\u1ea1ng chuy\u00ean bi\u1ec7t, tri\u1ec3n khai ng\u0103n x\u1ebfp TCP\/IP t\u00f9y ch\u1ec9nh, v\u00e0 th\u1eadm ch\u00ed l\u00e0 truy\u1ec1n s\u00f3ng vi ba ho\u1eb7c laser cho vi\u1ec7c giao ti\u1ebfp gi\u1eefa c\u00e1c khu v\u1ef1c."},{"question":"Bi\u00ean l\u1ee3i nhu\u1eadn \u0111i\u1ec3n h\u00ecnh trong giao d\u1ecbch t\u1ea7n su\u1ea5t cao l\u00e0 g\u00ec?","answer":"Bi\u00ean l\u1ee3i nhu\u1eadn thay \u0111\u1ed5i r\u1ed9ng r\u00e3i d\u1ef1a tr\u00ean chi\u1ebfn l\u01b0\u1ee3c, \u0111i\u1ec1u ki\u1ec7n th\u1ecb tr\u01b0\u1eddng v\u00e0 c\u1ea1nh tranh. Nhi\u1ec1u chi\u1ebfn l\u01b0\u1ee3c HFT ho\u1ea1t \u0111\u1ed9ng v\u1edbi bi\u00ean l\u1ee3i nhu\u1eadn c\u1ef1c k\u1ef3 m\u1ecfng cho m\u1ed7i giao d\u1ecbch (th\u01b0\u1eddng l\u00e0 ph\u1ea7n tr\u0103m c\u1ee7a m\u1ed9t xu) nh\u01b0ng t\u1ea1o ra l\u1ee3i nhu\u1eadn th\u00f4ng qua kh\u1ed1i l\u01b0\u1ee3ng giao d\u1ecbch cao. Khi c\u00e1c th\u1ecb tr\u01b0\u1eddng tr\u1edf n\u00ean hi\u1ec7u qu\u1ea3 h\u01a1n, nh\u1eefng bi\u00ean l\u1ee3i nhu\u1eadn n\u00e0y th\u01b0\u1eddng \u0111\u00e3 gi\u1ea3m theo th\u1eddi gian, bu\u1ed9c c\u00e1c c\u00f4ng ty ph\u1ea3i t\u00ecm ki\u1ebfm nh\u1eefng ph\u01b0\u01a1ng ph\u00e1p tinh vi h\u01a1n."}]}},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.8 (Yoast SEO v27.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Ph\u00e1t tri\u1ec3n H\u1ec7 th\u1ed1ng Giao d\u1ecbch T\u1ea7n su\u1ea5t Cao: Nh\u1eefng Y\u1ebfu t\u1ed1 K\u1ef9 thu\u1eadt C\u1ea7n thi\u1ebft cho C\u00e1c Nh\u00e0 Giao d\u1ecbch Hi\u1ec7n \u0111\u1ea1i<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pocketoption.com\/blog\/vt\/knowledge-base\/learning\/developing-high-frequency-trading-systems\/\" \/>\n<meta property=\"og:locale\" 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