{"id":10322,"date":"2026-06-24T16:58:51","date_gmt":"2026-06-24T08:58:51","guid":{"rendered":"https:\/\/www.kpai1.cn\/?p=10322"},"modified":"2026-06-24T16:58:53","modified_gmt":"2026-06-24T08:58:53","slug":"%e7%a7%91%e5%ad%a6%e4%ba%a4%e6%98%93%e4%b8%89%e5%a4%a7%e6%a0%b8%e5%bf%83%e6%96%b9%e6%b3%95%e8%ae%ba%ef%bc%9a%e5%91%8a%e5%88%ab%e7%84%a6%e8%99%91%e3%80%81%e7%90%86%e6%80%a7%e5%a4%8d%e7%9b%98%e3%80%81","status":"publish","type":"post","link":"https:\/\/www.kpai1.cn\/vi\/luu-tru\/10322","title":{"rendered":"Ba ph\u01b0\u01a1ng ph\u00e1p c\u1ed1t l\u00f5i \u0111\u1ec3 giao d\u1ecbch khoa h\u1ecdc: t\u1ea1m bi\u1ec7t n\u1ed7i lo l\u1eafng, xem x\u00e9t h\u1ee3p l\u00fd v\u00e0 tr\u00e1nh b\u1eaby c\u1ea3m x\u00fac"},"content":{"rendered":"

\u0110\u1ed1i v\u1edbi c\u00e1c nh\u00e0 giao d\u1ecbch CFD th\u00f4ng th\u01b0\u1eddng c\u0169ng quan t\u00e2m \u0111\u1ebfn c\u00f4ng vi\u1ec7c, t\u1ed5n th\u1ea5t trong giao d\u1ecbch hi\u1ebfm khi ho\u00e0n to\u00e0n do sai s\u00f3t trong ph\u00e1n \u0111o\u00e1n th\u1ecb tr\u01b0\u1eddng m\u00e0 nguy\u00ean nh\u00e2n nhi\u1ec1u h\u01a1n l\u00e0 do s\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a ba v\u1ea5n \u0111\u1ec1 ch\u1ee7 quan ch\u00ednh: h\u1ea1n ch\u1ebf v\u1ec1 th\u1eddi gian, thi\u1ebfu h\u1ec7 th\u1ed1ng xem x\u00e9t v\u00e0 m\u1ea5t m\u00e1t v\u1ec1 m\u1eb7t c\u1ea3m x\u00fac. B\u00e0i vi\u1ebft n\u00e0y ph\u1ed5 bi\u1ebfn ki\u1ebfn \u200b\u200bth\u1ee9c tu\u00e2n th\u1ee7 t\u1eeb ba kh\u00eda c\u1ea1nh giao d\u1ecbch t\u1ef1 \u0111\u1ed9ng ngo\u1ea1i tuy\u1ebfn, \u0111\u00e1nh gi\u00e1 \u0111\u1ecbnh l\u01b0\u1ee3ng v\u00e0 ki\u1ec3m so\u00e1t r\u1ee7i ro c\u1ea3m x\u00fac, th\u00e1o g\u1ee1 nh\u1eefng c\u1ea1m b\u1eaby th\u01b0\u1eddng g\u1eb7p c\u1ee7a ng\u01b0\u1eddi d\u00f9ng v\u00e0 gi\u1edbi thi\u1ec7u c\u00e1ch c\u00e1c c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 c\u1ee7a n\u1ec1n t\u1ea3ng WMAX tri\u1ec3n khai c\u00e1c quy tr\u00ecnh giao d\u1ecbch \u0111\u01b0\u1ee3c ti\u00eau chu\u1ea9n h\u00f3a. To\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh t\u1eadp trung v\u00e0o gi\u00e1o d\u1ee5c \u0111\u1ea7u t\u01b0 v\u00e0 kh\u00f4ng h\u1ee9a h\u1eb9n l\u1ee3i nhu\u1eadn ho\u1eb7c t\u1ea1o ra c\u00e1c giao d\u1ecbch th\u01b0\u1eddng xuy\u00ean.<\/p>\n

T\u1ea1m bi\u1ec7t n\u1ed7i lo l\u1eafng khi theo d\u00f5i th\u1ecb tr\u01b0\u1eddng: l\u1ec7nh c\u00f3 \u0111i\u1ec1u ki\u1ec7n v\u00e0 l\u1ec7nh ch\u1edd x\u1eed l\u00fd tr\u00ean n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y cho ph\u00e9p nh\u00e2n vi\u00ean v\u0103n ph\u00f2ng giao d\u1ecbch t\u1ef1 \u0111\u1ed9ng ngo\u1ea1i tuy\u1ebfn<\/strong><\/p>\n

\u0110\u1ea1i \u0111a s\u1ed1 c\u00e1c nh\u00e0 giao d\u1ecbch t\u1ea1i n\u01a1i l\u00e0m vi\u1ec7c \u0111ang m\u1eafc k\u1eb9t trong m\u00e2u thu\u1eabn trong vi\u1ec7c theo d\u00f5i th\u1ecb tr\u01b0\u1eddng: h\u1ecd kh\u00f4ng th\u1ec3 theo d\u00f5i th\u1ecb tr\u01b0\u1eddng theo th\u1eddi gian th\u1ef1c trong gi\u1edd l\u00e0m vi\u1ec7c v\u00e0 th\u01b0\u1eddng xuy\u00ean d\u00e0nh th\u1eddi gian \u0111\u1ec3 m\u1edf ph\u1ea7n m\u1ec1m th\u1ecb tr\u01b0\u1eddng kh\u00f4ng ch\u1ec9 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00f4ng vi\u1ec7c c\u1ee7a h\u1ecd m\u00e0 c\u00f2n d\u1ec5 d\u00e0ng th\u1ef1c hi\u1ec7n c\u00e1c ho\u1ea1t \u0111\u1ed9ng b\u1ed1c \u0111\u1ed3ng trong th\u1eddi gian b\u1ecb ph\u00e2n m\u1ea3nh; khi xem x\u00e9t th\u1ecb tr\u01b0\u1eddng sau gi\u1edd l\u00e0m vi\u1ec7c, h\u1ecd b\u1ecf l\u1ee1 c\u00e1c m\u1ee9c gi\u00e1 quan tr\u1ecdng trong ng\u00e0y v\u00e0 ch\u1ed1t l\u00e3i ho\u1eb7c b\u1ecb kh\u00f3a s\u00e2u. H\u1ecd r\u01a1i v\u00e0o t\u00e2m l\u00fd ti\u00eau c\u1ef1c n\u1ed9i t\u00e2m \"lo l\u1eafng v\u1ec1 vi\u1ec7c b\u00e1n kh\u1ed1ng v\u00e0 s\u1ee3 thua l\u1ed7\" trong m\u1ed9t th\u1eddi gian d\u00e0i, \u0111\u00f3 c\u0169ng l\u00e0 n\u1ed7i lo l\u1eafng khi theo d\u00f5i th\u1ecb tr\u01b0\u1eddng.<\/p>\n

B\u1ea3n ch\u1ea5t c\u1ee7a s\u1ef1 lo l\u1eafng v\u1ec1 theo d\u00f5i th\u1ecb tr\u01b0\u1eddng l\u00e0 m\u1ecdi ng\u01b0\u1eddi kh\u00f4ng th\u1ec3 ti\u1ebfp t\u1ee5c duy tr\u00ec l\u00fd tr\u00ed, \u0111\u1ed3ng th\u1eddi thi\u1ebfu c\u00e1c c\u00f4ng c\u1ee5 th\u1ef1c thi t\u1ef1 \u0111\u1ed9ng \u0111\u1ec3 thay th\u1ebf vi\u1ec7c gi\u00e1m s\u00e1t th\u1ee7 c\u00f4ng. Trong h\u1ec7 th\u1ed1ng giao d\u1ecbch chuy\u00ean nghi\u1ec7p,L\u1ec7nh c\u00f3 \u0111i\u1ec1u ki\u1ec7n, l\u1ec7nh ch\u1edd tr\u00ean n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y<\/strong>N\u00f3 l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c ti\u00eau chu\u1ea9n h\u00f3a \u0111\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 kh\u00f3 kh\u0103n n\u00e0y. Logic c\u1ed1t l\u00f5i l\u00e0 chuy\u1ec3n \u0111\u1ed5i tr\u01b0\u1edbc chi\u1ebfn l\u01b0\u1ee3c giao d\u1ecbch th\u00e0nh quy t\u1eafc k\u00edch ho\u1ea1t c\u1ed1 \u0111\u1ecbnh. \u0110\u00e1m m\u00e2y m\u00e1y ch\u1ee7 gi\u00e1m s\u00e1t th\u1ecb tr\u01b0\u1eddng 24\/7 v\u00e0 t\u1ef1 \u0111\u1ed9ng ho\u00e0n th\u00e0nh c\u00e1c ho\u1ea1t \u0111\u1ed9ng m\u1edf, ch\u1ed1t l\u1eddi v\u00e0 d\u1eebng l\u1ed7 sau khi \u0111\u00e1p \u1ee9ng c\u00e1c \u0111i\u1ec1u ki\u1ec7n gi\u00e1 \u0111\u1eb7t tr\u01b0\u1edbc, t\u0103ng gi\u1ea3m v\u00e0 trung b\u00ecnh \u0111\u1ed9ng. Kh\u00f4ng c\u1ea7n c\u00e1c nh\u00e0 giao d\u1ecbch ph\u1ea3i tr\u1ef1c tuy\u1ebfn v\u00e0 giao d\u1ecbch ngo\u1ea1i tuy\u1ebfn th\u1ef1c s\u1ef1 \u0111\u01b0\u1ee3c hi\u1ec7n th\u1ef1c h\u00f3a. C\u00f4ng c\u1ee5 n\u00e0y c\u00f3 th\u1ec3 \u0111\u00e1p \u1ee9ng m\u1ecdi nhu c\u1ea7u giao d\u1ecbch c\u1ee7a nh\u00e2n vi\u00ean v\u0103n ph\u00f2ng: \u0111\u1eb7t tr\u01b0\u1edbc c\u00e1c l\u1ec7nh c\u1ea5p th\u1ea5p, mua th\u1ea5p v\u00e0 ch\u1edd x\u1eed l\u00fd tr\u01b0\u1edbc khi th\u1ecb tr\u01b0\u1eddng m\u1edf c\u1eeda, do \u0111\u00f3 kh\u00f4ng c\u1ea7n ph\u1ea3i \u0111\u1ee3i g\u1ecdi l\u1ea1i tr\u00ean \u0111\u01b0\u1eddng \u0111i l\u00e0m; \u0111\u1eb7t l\u1ec7nh ch\u1ed1t l\u1eddi c\u00f3 \u0111i\u1ec1u ki\u1ec7n cho c\u00e1c v\u1ecb th\u1ebf v\u00e0 l\u1ee3i nhu\u1eadn s\u1ebd t\u1ef1 \u0111\u1ed9ng b\u1ecb kh\u00f3a khi th\u1ecb tr\u01b0\u1eddng t\u0103ng; l\u1ec7nh d\u1eebng l\u1ed7 \u0111\u01b0\u1ee3c \u0111\u1eb7t tr\u01b0\u1edbc, do \u0111\u00f3 kh\u00f4ng c\u1ea7n ph\u1ea3i c\u1eaft th\u1ecbt th\u1ee7 c\u00f4ng trong th\u1ecb tr\u01b0\u1eddng \u0111ang suy gi\u1ea3m nghi\u00eam tr\u1ecdng v\u00e0 kh\u00f4ng c\u1ea7n ph\u1ea3i gi\u1eef l\u1ec7nh v\u1edbi hy v\u1ecdng ph\u1ee5c h\u1ed3i; trong \u0111i\u1ec1u ki\u1ec7n th\u1ecb tr\u01b0\u1eddng kh\u00f4ng \u1ed5n \u0111\u1ecbnh, c\u00e1c l\u1ec7nh c\u00f3 \u0111i\u1ec1u ki\u1ec7n theo l\u01b0\u1edbi kho\u1ea3ng th\u1eddi gian c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u0111\u1eb7t v\u00e0 m\u00e1y s\u1ebd t\u1ef1 \u0111\u1ed9ng b\u00e1n cao v\u00e0 mua th\u1ea5p. To\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh \u0111\u01b0\u1ee3c t\u00e1ch bi\u1ec7t ho\u00e0n to\u00e0n kh\u1ecfi c\u00e1c thao t\u00e1c th\u1ee7 c\u00f4ng theo th\u1eddi gian th\u1ef1c, gi\u1ea3m thi\u1ec3u c\u00e1c quy\u1ebft \u0111\u1ecbnh sai l\u1ea7m do m\u1ea5t t\u1eadp trung, ho\u1ea3ng lo\u1ea1n v\u00e0 tham lam t\u1eeb g\u1ed1c.<\/p>\n

C\u1ea7n c\u00f3 khoa h\u1ecdc kh\u00e1ch quan v\u1ec1 ranh gi\u1edbi c\u00f4ng c\u1ee5: l\u1ec7nh c\u00f3 \u0111i\u1ec1u ki\u1ec7n ch\u1ec9 c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n nghi\u00eam ng\u1eb7t c\u00e1c quy t\u1eafc \u0111\u1eb7t tr\u01b0\u1edbc v\u00e0 kh\u00f4ng th\u1ec3 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng. C\u00e1c nh\u00e0 giao d\u1ecbch v\u1eabn c\u1ea7n ph\u00e2n t\u00edch tr\u01b0\u1edbc c\u00e1c nguy\u00ean t\u1eafc c\u01a1 b\u1ea3n v\u00e0 ph\u1ea1m vi bi\u1ebfn \u0111\u1ed9ng v\u00e0 kh\u00f4ng th\u1ec3 \u0111\u1eb7t l\u1ec7nh ch\u1edd m\u1ed9t c\u00e1ch m\u00f9 qu\u00e1ng ch\u1ec9 b\u1eb1ng c\u00e1ch d\u1ef1a v\u00e0o c\u00e1c c\u00f4ng c\u1ee5. L\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng sao ch\u00e9p v\u00e0 CFD to\u00e0n di\u1ec7n, WMAX \u0111\u00e3 t\u00edch h\u1ee3p s\u1eb5n t\u1ea5t c\u1ea3 c\u00e1c lo\u1ea1i ch\u1ee9c n\u0103ng \u0111\u1eb7t h\u00e0ng c\u00f3 \u0111i\u1ec1u ki\u1ec7n tr\u00ean \u0111\u00e1m m\u00e2y, h\u1ed7 tr\u1ee3 gi\u00e1, t\u0103ng gi\u1ea3m v\u00e0 nhi\u1ec1u tr\u00ecnh k\u00edch ho\u1ea1t li\u00ean k\u1ebft ch\u1ec9 b\u00e1o. C\u00e1c h\u01b0\u1edbng d\u1eabn \u0111\u01b0\u1ee3c \u1ee7y th\u00e1c \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef v\u0129nh vi\u1ec5n tr\u00ean \u0111\u00e1m m\u00e2y v\u00e0 vi\u1ec7c th\u1ef1c thi s\u1ebd kh\u00f4ng b\u1ecb \u1ea3nh h\u01b0\u1edfng khi \u0111i\u1ec7n tho\u1ea1i di \u0111\u1ed9ng b\u1ecb ng\u1eaft k\u1ebft n\u1ed1i m\u1ea1ng ho\u1eb7c ph\u1ea7n m\u1ec1m b\u1ecb tho\u00e1t. N\u00f3 ph\u00f9 h\u1ee3p v\u1edbi k\u1ebf ho\u1ea1ch giao d\u1ecbch r\u1eddi r\u1ea1c c\u1ee7a nh\u00e2n vi\u00ean v\u0103n ph\u00f2ng l\u00e0m vi\u1ec7c t\u1eeb 9 \u0111\u1ebfn 5. \u0110\u00e2y c\u0169ng l\u00e0 m\u1ed9t trong nh\u1eefng c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 ki\u1ec3m so\u00e1t r\u1ee7i ro c\u01a1 b\u1ea3n \u0111\u01b0\u1ee3c WMAX tung ra cho c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 th\u00f4ng th\u01b0\u1eddng.<\/p>\n

\u0110\u00e1nh gi\u00e1 v\u00e0 t\u1ef1 ph\u00e1t tri\u1ec3n: Tr\u1ef1c quan h\u00f3a nh\u1eadt k\u00fd giao d\u1ecbch, lo\u1ea1i b\u1ecf giao d\u1ecbch theo c\u1ea3m x\u00fac v\u00e0 h\u01b0\u1edbng t\u1edbi s\u1ef1 h\u1ee3p l\u00fd v\u1ec1 m\u1eb7t \u0111\u1ecbnh l\u01b0\u1ee3ng<\/strong><\/p>\n

Nhi\u1ec1u nh\u00e0 giao d\u1ecbch \u0111\u00e3 giao d\u1ecbch trong nhi\u1ec1u n\u0103m nh\u01b0ng g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c ti\u1ebfn b\u1ed9. Thi\u1ebfu s\u00f3t c\u1ed1t l\u00f5i l\u00e0 thi\u1ebfu s\u1ef1 xem x\u00e9t c\u00f3 h\u1ec7 th\u1ed1ng. T\u1ea5t c\u1ea3 c\u00e1c ho\u1ea1t \u0111\u1ed9ng ch\u1ec9 d\u1ef1a v\u00e0o c\u1ea3m gi\u00e1c ch\u1ee7 quan trong ng\u00e0y, t\u1ee9c l\u00e0 \"giao d\u1ecbch theo c\u1ea3m x\u00fac\": l\u1ee3i nhu\u1eadn \u0111\u01b0\u1ee3c cho l\u00e0 do ph\u00e1n \u0111o\u00e1n ch\u00ednh x\u00e1c c\u1ee7a h\u1ecd, t\u1ed5n th\u1ea5t \u0111\u01b0\u1ee3c cho l\u00e0 do \u0111i\u1ec1u ki\u1ec7n th\u1ecb tr\u01b0\u1eddng k\u00e9m, h\u1ecd kh\u00f4ng th\u1ec3 x\u00e1c \u0111\u1ecbnh kh\u00e1ch quan c\u00e1c l\u1ed7 h\u1ed5ng trong ho\u1ea1t \u0111\u1ed9ng, m\u1eafc c\u00f9ng m\u1ed9t sai l\u1ea7m nhi\u1ec1u l\u1ea7n v\u00e0 ki\u1ebfn \u200b\u200bth\u1ee9c giao d\u1ecbch c\u1ee7a h\u1ecd b\u1ecb tr\u00ec tr\u1ec7 trong m\u1ed9t th\u1eddi gian d\u00e0i. Nh\u1eadt k\u00fd giao d\u1ecbch l\u00e0 ph\u01b0\u01a1ng ti\u1ec7n c\u1ed1t l\u00f5i \u0111\u1ec3 ph\u00e1 v\u1ee1 v\u00f2ng kh\u00e9p k\u00edn n\u00e0y. N\u00f3 kh\u00f4ng ch\u1ec9 ghi l\u1ea1i s\u1ed1 li\u1ec7u l\u00e3i l\u1ed7 m\u00e0 c\u00f2n l\u01b0u gi\u1eef ho\u00e0n to\u00e0n th\u00f4ng tin \u0111a chi\u1ec1u nh\u01b0 logic m\u1edf v\u1ecb tr\u00ed, \u0111i\u1ec3m v\u00e0o l\u1ec7nh, t\u1ef7 l\u1ec7 v\u1ecb tr\u00ed, l\u00fd do tho\u00e1t l\u1ec7nh, c\u1ea3m x\u00fac hi\u1ec7n t\u1ea1i, m\u00f4i tr\u01b0\u1eddng th\u1ecb tr\u01b0\u1eddng, v.v. v\u00e0 ho\u00e0n th\u00e0nh vi\u1ec7c t\u1ef1 l\u1eb7p l\u1ea1i th\u00f4ng qua t\u00edch l\u0169y d\u1eef li\u1ec7u d\u00e0i h\u1ea1n.<\/p>\n

K\u1ebf to\u00e1n th\u1ee7 c\u00f4ng truy\u1ec1n th\u1ed1ng c\u1ef1c k\u1ef3 k\u00e9m hi\u1ec7u qu\u1ea3, d\u1eef li\u1ec7u ph\u00e2n t\u00e1n v\u00e0 kh\u00f3 t\u1ed5ng h\u1ee3p. Tuy nhi\u00ean, bi\u1ec3u \u0111\u1ed3 d\u1eef li\u1ec7u tr\u1ef1c quan c\u1ee7a n\u1ec1n t\u1ea3ng \u0111\u01b0\u1ee3c ti\u00eau chu\u1ea9n h\u00f3a c\u00f3 th\u1ec3 chuy\u1ec3n \u0111\u1ed5i nh\u1eadt k\u00fd giao d\u1ecbch l\u1edbn th\u00e0nh c\u00e1c ch\u1ec9 b\u00e1o tr\u1ef1c quan: ph\u00e2n b\u1ed5 l\u00e3i v\u00e0 l\u1ed7 \u0111\u01a1n l\u1ebb, \u0111\u01b0\u1eddng cong tho\u00e1i lui h\u00e0ng th\u00e1ng, t\u1ef7 l\u1ec7 th\u1eafng c\u1ee7a c\u00e1c lo\u1ea1i kh\u00e1c nhau, so s\u00e1nh l\u00e3i v\u00e0 l\u1ed7 trong th\u1eddi gian v\u1ecb th\u1ebf, t\u1ef7 l\u1ec7 th\u1ef1c hi\u1ec7n d\u1eebng l\u1ed7 v\u00e0 c\u00e1c d\u1eef li\u1ec7u kh\u00e1c t\u1ef1 \u0111\u1ed9ng t\u1ea1o bi\u1ec3u \u0111\u1ed3, nh\u00e0 giao d\u1ecbch c\u00f3 th\u1ec3 th\u1ea5y r\u00f5 nh\u1eefng thi\u1ebfu s\u00f3t c\u1ee7a m\u00ecnh - V\u00ed d\u1ee5: thua l\u1ed7 trong giao d\u1ecbch th\u01b0\u1eddng xuy\u00ean trong ng\u1eafn h\u1ea1n chi\u1ebfm t\u1ef7 l\u1ec7 cao, \u0111i\u1ec3m d\u1eebng l\u1ed7 th\u01b0\u1eddng \u0111\u01b0\u1ee3c h\u1ee7y th\u1ee7 c\u00f4ng v\u00e0 thua l\u1ed7 t\u1eadp trung v\u00e0o c\u00e1c ho\u1ea1t \u0111\u1ed9ng ng\u01b0\u1ee3c xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng \u0111\u01a1n ph\u01b0\u01a1ng. S\u1eed d\u1ee5ng d\u1eef li\u1ec7u kh\u00e1ch quan \u0111\u1ec3 thay th\u1ebf nh\u1eadn th\u1ee9c ch\u1ee7 quan c\u1ee7a b\u1ea3n th\u00e2n v\u00e0 thi\u1ebft l\u1eadp t\u01b0 duy giao d\u1ecbch \u0111\u1ecbnh l\u01b0\u1ee3ng.<\/p>\n

Gi\u00e1 tr\u1ecb c\u1ed1t l\u00f5i c\u1ee7a vi\u1ec7c xem x\u00e9t n\u1eb1m \u1edf vi\u1ec7c thi\u1ebft l\u1eadp ph\u1ea3n h\u1ed3i t\u00edch c\u1ef1c: l\u1ecdc c\u00e1c m\u00f4 h\u00ecnh giao d\u1ecbch c\u00f3 t\u1ef7 l\u1ec7 th\u1eafng cao th\u00f4ng qua nh\u1eadt k\u00fd tr\u1ef1c quan, lo\u1ea1i b\u1ecf c\u00e1c ho\u1ea1t \u0111\u1ed9ng mang t\u00ednh c\u1ea3m x\u00fac v\u00e0 phi logic, c\u1ee7ng c\u1ed1 c\u00e1c ho\u1ea1t \u0111\u1ed9ng \u1ed5n \u0111\u1ecbnh v\u00e0 hi\u1ec7u qu\u1ea3 th\u00e0nh c\u00e1c quy t\u1eafc giao d\u1ecbch v\u00e0 nh\u1eadn ra r\u1eb1ng \"m\u1ecdi giao d\u1ecbch \u0111\u1ec1u c\u00f3 c\u01a1 s\u1edf v\u00e0 m\u1ecdi kho\u1ea3n l\u1ed7 \u0111\u1ec1u c\u00f3 m\u1ed9t b\u1ea3n t\u00f3m t\u1eaft.\" WMAX \u0111\u01b0\u1ee3c trang b\u1ecb \u0111\u1ea7y \u0111\u1ee7 h\u1ec7 th\u1ed1ng nh\u1eadt k\u00fd giao d\u1ecbch t\u1ef1 \u0111\u1ed9ng. T\u1ea5t c\u1ea3 d\u1eef li\u1ec7u giao d\u1ecbch \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef t\u1ef1 \u0111\u1ed9ng m\u00e0 kh\u00f4ng c\u1ea7n nh\u1eadp th\u1ee7 c\u00f4ng. N\u00f3 \u0111\u01b0\u1ee3c trang b\u1ecb c\u00e1c bi\u1ec3u \u0111\u1ed3 th\u1ed1ng k\u00ea tr\u1ef1c quan \u0111a chi\u1ec1u. Nh\u00e0 giao d\u1ecbch c\u00f3 th\u1ec3 xu\u1ea5t b\u00e1o c\u00e1o giao d\u1ecbch \u0111\u1ecbnh k\u1ef3 ch\u1ec9 b\u1eb1ng m\u1ed9t c\u00fa nh\u1ea5p chu\u1ed9t, xem x\u00e9t tr\u1ef1c quan c\u00e1c kho\u1ea3n l\u00e3i v\u00e0 l\u1ed7 trong ho\u1ea1t \u0111\u1ed9ng v\u00e0 gi\u00fap c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 th\u00f4ng th\u01b0\u1eddng thi\u1ebft l\u1eadp m\u1ed9t h\u1ec7 th\u1ed1ng giao d\u1ecbch li\u00ean t\u1ee5c ph\u00e1t tri\u1ec3n. \u0110\u00e2y c\u0169ng l\u00e0 ch\u1ee9c n\u0103ng h\u1ed7 tr\u1ee3 gi\u00e1o d\u1ee5c c\u1ee7a WMAX gi\u00fap ph\u00e2n bi\u1ec7t n\u00f3 v\u1edbi ph\u1ea7n m\u1ec1m giao d\u1ecbch th\u00f4ng th\u01b0\u1eddng.<\/p>\n

\"\u56fe\u724711\"<\/p>\n

T\u1eeb ch\u1ed1i giao d\u1ecbch tr\u1ea3 \u0111\u0169a: qu\u1ea3n l\u00fd v\u1ecb th\u1ebf + ng\u1eaft m\u1ea1ch c\u1ea3m x\u00fac, x\u00e2y d\u1ef1ng t\u01b0\u1eddng l\u1eeda ki\u1ec3m so\u00e1t r\u1ee7i ro t\u00e2m l\u00fd hai l\u1edbp<\/strong><\/p>\n

Giao d\u1ecbch tr\u1ea3 th\u00f9 l\u00e0 c\u00e1i b\u1eaby t\u00e2m l\u00fd s\u1ed1 m\u1ed9t \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 giao d\u1ecbch CFD nh\u1eb1m t\u0103ng th\u00eam t\u1ed5n th\u1ea5t v\u00e0 g\u00e2y ra t\u00ecnh tr\u1ea1ng t\u00e0i kho\u1ea3n b\u1ecb r\u00fat v\u1ed1n \u0111\u00e1ng k\u1ec3. Logic c\u01a1 b\u1ea3n l\u00e0 \"hi\u1ec7u \u1ee9ng \u00e1c c\u1ea3m m\u1ea5t m\u00e1t\" v\u1ec1 m\u1eb7t t\u00e2m l\u00fd: sau khi x\u1ea3y ra m\u1ed9t kho\u1ea3n l\u1ed7 th\u1ea3 n\u1ed5i duy nh\u1ea5t, c\u00e1c nh\u00e0 giao d\u1ecbch kh\u00f4ng s\u1eb5n l\u00f2ng ch\u1ea5p nh\u1eadn s\u1ef1 th\u1eadt v\u1ec1 m\u1ed9t kho\u1ea3n l\u1ed7 nh\u1ecf v\u00e0 c\u00f3 c\u1ea3m x\u00fac ph\u1ea3n kh\u00e1ng \u0111\u1ec3 \"thu h\u1ed3i v\u1ed1n\" t\u1eeb th\u1ecb tr\u01b0\u1eddng. Sau \u0111\u00f3, h\u1ecd m\u1edf r\u1ed9ng v\u1ecb th\u1ebf c\u1ee7a m\u00ecnh, m\u1edf v\u1ecb th\u1ebf th\u01b0\u1eddng xuy\u00ean v\u00e0 n\u1edbi l\u1ecfng c\u00e1c ti\u00eau chu\u1ea9n d\u1eebng l\u1ed7 nh\u1eb1m c\u1ed1 g\u1eafng nhanh ch\u00f3ng gi\u1ea3i quy\u1ebft c\u00e1c kho\u1ea3n l\u1ed7. Tuy nhi\u00ean, c\u00e1c ho\u1ea1t \u0111\u1ed9ng \u0111\u01b0\u1ee3c th\u00fac \u0111\u1ea9y b\u1edfi c\u1ea3m x\u00fac ho\u00e0n to\u00e0n kh\u00e1c v\u1edbi chi\u1ebfn l\u01b0\u1ee3c giao d\u1ecbch ban \u0111\u1ea7u. C\u00e1c v\u1ecb th\u1ebf cao \u0111\u01b0\u1ee3c ch\u1ed3ng l\u00ean c\u00e1c s\u01a1 h\u1edf l\u1ed9n x\u1ed9n, d\u1ec5 d\u1eabn \u0111\u1ebfn thua l\u1ed7 li\u00ean t\u1ee5c, t\u1ea1o th\u00e0nh m\u1ed9t v\u00f2ng lu\u1ea9n qu\u1ea9n \u201cthua l\u1ed7 \u2192 tr\u1ea3 \u0111\u0169a v\u1ecb th\u1ebf n\u1eb7ng \u2192 t\u1ed5n th\u1ea5t l\u1edbn h\u01a1n\u201d. Trong m\u00f4i tr\u01b0\u1eddng giao d\u1ecbch c\u00f3 \u0111\u00f2n b\u1ea9y, r\u1ee7i ro s\u1ebd t\u0103ng l\u00ean g\u1ea5p b\u1ed9i.<\/p>\n

N\u1ebfu mu\u1ed1n tr\u00e1nh ho\u00e0n to\u00e0n giao d\u1ecbch tr\u1ea3 \u0111\u0169a, b\u1ea1n kh\u00f4ng th\u1ec3 ch\u1ec9 d\u1ef1a v\u00e0o s\u1ef1 ki\u1ec1m ch\u1ebf ch\u1ee7 quan. B\u1ea1n ph\u1ea3i thi\u1ebft l\u1eadp hai b\u1ed9 c\u01a1 ch\u1ebf ki\u1ec3m so\u00e1t r\u1ee7i ro c\u1ee9ng nh\u1eafc: qu\u1ea3n l\u00fd v\u1ecb th\u1ebf khoa h\u1ecdc v\u00e0 c\u01a1 ch\u1ebf ng\u1eaft m\u1ea1ch t\u00e0i kho\u1ea3n theo c\u1ea3m t\u00ednh. \u0110\u1ea7u ti\u00ean, chu\u1ea9n h\u00f3a vi\u1ec7c qu\u1ea3n l\u00fd kho h\u00e0ng. Nguy\u00ean t\u1eafc an to\u00e0n chung c\u1ee7a ng\u00e0nh l\u00e0 r\u1ee7i ro c\u1ee7a m\u1ed9t giao d\u1ecbch kh\u00f4ng v\u01b0\u1ee3t qu\u00e1 1% -2% t\u1ed5ng s\u1ed1 ti\u1ec1n t\u00e0i kho\u1ea3n. K\u00edch th\u01b0\u1edbc c\u1ee7a v\u1ecb th\u1ebf c\u00f3 th\u1ec3 m\u1edf \u0111\u01b0\u1ee3c t\u00ednh to\u00e1n d\u1ef1a tr\u00ean ph\u1ea1m vi d\u1eebng l\u1ed7. C\u00e1c m\u1ee5c ti\u00eau c\u00f3 t\u00ednh bi\u1ebfn \u0111\u1ed9ng cao s\u1ebd t\u1ef1 \u0111\u1ed9ng gi\u1ea3m c\u00e1c v\u1ecb th\u1ebf \u0111\u1ec3 ng\u0103n ch\u1eb7n c\u00e1c v\u1ecb th\u1ebf \u0111\u1ea7y \u0111\u1ee7 v\u00e0 n\u1eb7ng n\u1ec1 do c\u1edd b\u1ea1c. C\u00e1c qu\u1ef9 t\u00e0i kho\u1ea3n \u0111\u01b0\u1ee3c ph\u00e2n t\u1ea7ng. Ch\u1ec9 c\u00f3 ngu\u1ed3n v\u1ed1n t\u1ef1 c\u00f3 nh\u00e0n r\u1ed7i \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 giao d\u1ecbch v\u00e0 kh\u00f4ng c\u00f3 ngu\u1ed3n v\u1ed1n sinh ho\u1ea1t n\u00e0o b\u1ecb chi\u1ebfm d\u1ee5ng nh\u1eb1m gi\u1ea3m b\u1edbt \u00e1p l\u1ef1c t\u00e2m l\u00fd do thua l\u1ed7 v\u1ec1 m\u1eb7t t\u00e0i ch\u00ednh. Th\u1ee9 hai, m\u1ed9t c\u01a1 ch\u1ebf ng\u1eaft m\u1ea1ch c\u1ea3m x\u00fac c\u1ee9ng r\u1eafn. \u0110\u1eb7t \u0111\u01b0\u1eddng m\u00e0u \u0111\u1ecf l\u1ed7 k\u00e9p: m\u1ed9t giao d\u1ecbch \u0111\u1ea1t \u0111\u1ebfn m\u1ee9c l\u1ed7 \u0111\u1eb7t tr\u01b0\u1edbc v\u00e0 bu\u1ed9c ph\u1ea3i tho\u00e1t; t\u1ed5ng s\u1ed1 t\u00e0i kho\u1ea3n b\u1ecb m\u1ea5t trong m\u1ed9t ng\u00e0y \u0111\u1ea1t ng\u01b0\u1ee1ng, h\u1ec7 th\u1ed1ng h\u1ea1n ch\u1ebf v\u1ecb th\u1ebf m\u1edbi v\u00e0 ch\u1ec9 cho ph\u00e9p gi\u1ea3m nh\u1eb9 \u0111\u1ec3 gi\u1ea3m thi\u1ec3u r\u1ee7i ro; n\u1ebfu b\u1ed9 ng\u1eaft m\u1ea1ch \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t trong nhi\u1ec1u ng\u00e0y li\u00ean ti\u1ebfp, c\u00e1c v\u1ecb th\u1ebf b\u00e1n bu\u1ed9c ph\u1ea3i t\u1ea1m d\u1eebng, c\u00f4 l\u1eadp th\u1ecb tr\u01b0\u1eddng \u0111\u1ec3 xoa d\u1ecbu c\u1ea3m x\u00fac v\u00e0 ng\u0103n ch\u1eb7n kh\u1ea3 n\u0103ng giao d\u1ecbch tr\u1ea3 \u0111\u0169a t\u1eeb c\u01a1 quan \u0111i\u1ec1u h\u00e0nh.<\/p>\n

S\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a hai c\u01a1 ch\u1ebf n\u00e0y t\u01b0\u01a1ng \u0111\u01b0\u01a1ng v\u1edbi vi\u1ec7c thi\u1ebft l\u1eadp m\u1ed9t \u0111i\u1ec3m m\u1ea5u ch\u1ed1t kh\u00f4ng th\u1ec3 ph\u00e1 v\u1ee1 cho h\u00e0nh vi giao d\u1ecbch v\u00e0 l\u00e0m suy y\u1ebfu s\u1ef1 can thi\u1ec7p c\u1ee7a c\u1ea3m x\u00fac trong ho\u1ea1t \u0111\u1ed9ng. V\u1ec1 vi\u1ec7c tri\u1ec3n khai c\u00e1c c\u00f4ng c\u1ee5 ki\u1ec3m so\u00e1t r\u1ee7i ro, WMAX c\u00f3 c\u00e1c c\u00f4ng c\u1ee5 t\u00ednh to\u00e1n r\u1ee7i ro v\u1ecb th\u1ebf t\u00f9y ch\u1ec9nh \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p s\u1eb5n v\u00e0 c\u00e1c ch\u1ee9c n\u0103ng nh\u1eafc nh\u1edf ng\u1eaft m\u1ea1ch m\u1ea5t t\u00e0i kho\u1ea3n. Nh\u00e0 giao d\u1ecbch c\u00f3 th\u1ec3 \u0111\u1eb7t tr\u01b0\u1edbc gi\u1edbi h\u1ea1n r\u1ee7i ro trong m\u1ed9t ng\u00e0y v\u00e0 cho m\u1ed9t giao d\u1ecbch. Khi \u0111\u1ebfn g\u1ea7n ranh gi\u1edbi \u0111\u1ecf, n\u1ec1n t\u1ea3ng ch\u1ee7 \u0111\u1ed9ng \u0111\u01b0a ra c\u00e1c c\u1ea3nh b\u00e1o \u0111\u1ec3 h\u1ed7 tr\u1ee3 nh\u00e0 \u0111\u1ea7u t\u01b0 th\u1ef1c thi nghi\u00eam ng\u1eb7t c\u00e1c k\u1ef7 lu\u1eadt ki\u1ec3m so\u00e1t r\u1ee7i ro. N\u00f3 c\u0169ng l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 quan tr\u1ecdng \u0111\u1ec3 WMAX ph\u1ed5 bi\u1ebfn giao d\u1ecbch h\u1ee3p l\u00fd gi\u1eefa nh\u1eefng ng\u01b0\u1eddi d\u00f9ng b\u00e1n l\u1ebb.<\/p>\n

T\u00f3m t\u1eaft<\/strong><\/p>\n

C\u1ed1t l\u00f5i c\u1ee7a l\u1ee3i nhu\u1eadn giao d\u1ecbch ch\u01b0a bao gi\u1edd l\u00e0 th\u01b0\u1eddng xuy\u00ean n\u1eafm b\u1eaft xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng m\u00e0 l\u00e0 thi\u1ebft l\u1eadp m\u1ed9t h\u1ec7 th\u1ed1ng giao d\u1ecbch ho\u00e0n ch\u1ec9nh th\u00edch \u1ee9ng v\u1edbi nh\u1ecbp s\u1ed1ng c\u1ee7a ch\u00ednh b\u1ea1n v\u00e0 c\u00f3 t\u00ednh \u0111\u1ebfn vi\u1ec7c ki\u1ec3m so\u00e1t v\u00e0 xem x\u00e9t r\u1ee7i ro. Giao d\u1ecbch ngo\u1ea1i tuy\u1ebfn c\u00e1c l\u1ec7nh c\u00f3 \u0111i\u1ec1u ki\u1ec7n gi\u1ea3i quy\u1ebft xung \u0111\u1ed9t v\u1ec1 th\u1eddi gian c\u1ee7a nh\u00e2n vi\u00ean v\u0103n ph\u00f2ng v\u00e0 lo\u1ea1i b\u1ecf n\u1ed7i lo theo d\u00f5i th\u1ecb tr\u01b0\u1eddng; nh\u1eadt k\u00fd giao d\u1ecbch tr\u1ef1c quan cho ph\u00e9p \u0111\u00e1nh gi\u00e1 \u0111\u1ecbnh l\u01b0\u1ee3ng v\u00e0 th\u00fac \u0111\u1ea9y s\u1ef1 ph\u00e1t tri\u1ec3n li\u00ean t\u1ee5c c\u1ee7a kh\u1ea3 n\u0103ng giao d\u1ecbch; qu\u1ea3n l\u00fd v\u1ecb th\u1ebf \u0111\u01b0\u1ee3c k\u1ebft h\u1ee3p v\u1edbi c\u01a1 ch\u1ebf ng\u1eaft m\u1ea1ch c\u1ea3m x\u00fac \u0111\u1ec3 lo\u1ea1i b\u1ecf b\u1eaby t\u00e2m l\u00fd c\u1ee7a giao d\u1ecbch tr\u1ea3 \u0111\u0169a t\u1eeb g\u1ed1c. C\u1ea3 ba b\u1ed5 sung cho nhau v\u00e0 t\u1ea1o th\u00e0nh m\u1ed9t v\u00f2ng kh\u00e9p k\u00edn ho\u00e0n ch\u1ec9nh c\u00e1c giao d\u1ecbch \u0111\u01b0\u1ee3c ti\u00eau chu\u1ea9n h\u00f3a cho c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 th\u00f4ng th\u01b0\u1eddng.<\/p>\n

D\u1ef1a v\u00e0o kh\u1ea3 n\u0103ng d\u1ecbch v\u1ee5 theo d\u00f5i k\u00e9p c\u1ee7a CFD v\u00e0 l\u1ec7nh, WMAX t\u00edch h\u1ee3p ba lo\u1ea1i c\u00f4ng c\u1ee5 giao d\u1ecbch chuy\u00ean nghi\u1ec7p tr\u00ean v\u00e0o m\u1ed9t giao di\u1ec7n ho\u1ea1t \u0111\u1ed9ng th\u1ed1ng nh\u1ea5t, c\u00f3 t\u00ednh \u0111\u1ebfn ng\u01b0\u1ee1ng ho\u1ea1t \u0111\u1ed9ng cho ng\u01b0\u1eddi m\u1edbi v\u00e0 nhu c\u1ea7u ki\u1ec3m so\u00e1t r\u1ee7i ro tinh t\u1ebf c\u1ee7a c\u00e1c nh\u00e0 giao d\u1ecbch tr\u01b0\u1edfng th\u00e0nh. N\u00f3 lu\u00f4n l\u1ea5y gi\u00e1o d\u1ee5c nh\u00e0 \u0111\u1ea7u t\u01b0 l\u00e0m \u0111\u1ecbnh h\u01b0\u1edbng c\u1ed1t l\u00f5i v\u00e0 h\u01b0\u1edbng d\u1eabn ng\u01b0\u1eddi d\u00f9ng ho\u00e0n th\u00e0nh c\u00e1c giao d\u1ecbch h\u1ee3p l\u00fd b\u1eb1ng c\u00e1ch d\u1ef1a v\u00e0o c\u00e1c quy t\u1eafc, d\u1eef li\u1ec7u v\u00e0 ki\u1ec3m so\u00e1t r\u1ee7i ro. T\u1ea5t c\u1ea3 c\u00e1c c\u00f4ng c\u1ee5 ch\u1ec9 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng l\u00e0m c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 th\u1ef1c hi\u1ec7n v\u00e0 \u0111\u00e1nh gi\u00e1. C\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 v\u1eabn c\u1ea7n hi\u1ec3u r\u00f5 r\u1ee7i ro bi\u1ebfn \u0111\u1ed9ng c\u1ee7a CFD, tham gia trong kh\u1ea3 n\u0103ng c\u1ee7a m\u00ecnh, ki\u00ean quy\u1ebft giao d\u1ecbch b\u1eb1ng ti\u1ec1n d\u1ef1 ph\u00f2ng, ki\u1ec3m so\u00e1t \u0111\u00f2n b\u1ea9y v\u00e0 t\u1eadp trung v\u00e0o t\u1ed1i \u01b0u h\u00f3a chi\u1ebfn l\u01b0\u1ee3c d\u00e0i h\u1ea1n h\u01a1n l\u00e0 theo \u0111u\u1ed5i l\u1ee3i nhu\u1eadn ng\u1eafn h\u1ea1n.<\/p>","protected":false},"excerpt":{"rendered":"

H\u00e3y t\u1ea1m bi\u1ec7t n\u1ed7i lo theo d\u00f5i th\u1ecb tr\u01b0\u1eddng tr\u01b0\u1edbc khi qu\u00e1 mu\u1ed9n v\u00e0 s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 c\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c ti\u00eau chu\u1ea9n h\u00f3a \u0111\u1ec3 ch\u1ea5m d\u1ee9t giao d\u1ecbch tr\u1ea3 \u0111\u0169a! B\u00e0i vi\u1ebft n\u00e0y cung c\u1ea5p ki\u1ebfn \u200b\u200bth\u1ee9c khoa h\u1ecdc chuy\u00ean s\u00e2u v\u1ec1 ba c\u1ea1m b\u1eaby l\u1edbn m\u00e0 c\u00e1c nh\u00e0 giao d\u1ecbch ph\u00e1i sinh th\u00f4ng th\u01b0\u1eddng ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1ec1 th\u1eddi gian, \u0111\u00e1nh gi\u00e1 v\u00e0 c\u1ea3m x\u00fac, \u0111\u1ed3ng th\u1eddi gi\u1ea3i th\u00edch chi ti\u1ebft c\u00e1ch \u0111\u1ea1t \u0111\u01b0\u1ee3c giao d\u1ecbch t\u1ef1 \u0111\u1ed9ng ngo\u1ea1i tuy\u1ebfn b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c l\u1ec7nh c\u00f3 \u0111i\u1ec1u ki\u1ec7n tr\u00ean \u0111\u00e1m m\u00e2y 7\u00d724 gi\u1edd d\u1ef1a tr\u00ean \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y. C\u00e1i nh\u00ecn s\u00e2u s\u1eafc to\u00e0n di\u1ec7n v\u1ec1 t\u01b0\u1eddng l\u1eeda ki\u1ec3m so\u00e1t r\u1ee7i ro t\u00e2m l\u00fd hai l\u1edbp \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng b\u1eb1ng nh\u1eadt k\u00fd giao d\u1ecbch t\u1ef1 \u0111\u1ed9ng, gi\u1edbi h\u1ea1n tr\u00ean r\u1ee7i ro duy nh\u1ea5t (quy t\u1eafc 1% -2%) v\u00e0 c\u01a1 ch\u1ebf ng\u1eaft ranh gi\u1edbi t\u1ed5n th\u1ea5t, gi\u00fap nh\u00e2n vi\u00ean v\u0103n ph\u00f2ng \u0111\u1ecbnh h\u00ecnh l\u1ea1i c\u00e1c v\u00f2ng kh\u00e9p k\u00edn d\u1eef li\u1ec7u h\u1ee3p l\u00fd.<\/p>","protected":false},"author":1,"featured_media":10323,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[122],"tags":[1289,1295,1288],"class_list":["post-10322","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tutorial","tag-1289","tag-1295","tag-1288"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.kpai1.cn\/vi\/wp-json\/wp\/v2\/posts\/10322","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kpai1.cn\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kpai1.cn\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kpai1.cn\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kpai1.cn\/vi\/wp-json\/wp\/v2\/comments?post=10322"}],"version-history":[{"count":1,"href":"https:\/\/www.kpai1.cn\/vi\/wp-json\/wp\/v2\/posts\/10322\/revisions"}],"predecessor-version":[{"id":10325,"href":"https:\/\/www.kpai1.cn\/vi\/wp-json\/wp\/v2\/posts\/10322\/revisions\/10325"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kpai1.cn\/vi\/wp-json\/wp\/v2\/media\/10323"}],"wp:attachment":[{"href":"https:\/\/www.kpai1.cn\/vi\/wp-json\/wp\/v2\/media?parent=10322"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kpai1.cn\/vi\/wp-json\/wp\/v2\/categories?post=10322"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kpai1.cn\/vi\/wp-json\/wp\/v2\/tags?post=10322"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}