{"id":28817,"date":"2020-05-27T07:57:58","date_gmt":"2020-05-26T22:57:58","guid":{"rendered":"https:\/\/smallake.kr\/?p=28817"},"modified":"2020-05-27T17:14:23","modified_gmt":"2020-05-27T08:14:23","slug":"%ec%8b%9c%ec%9e%a5%ea%b0%90%ec%8b%9c%ec%9c%84%ec%9b%90%ed%9a%8c%ec%9d%98-%ec%95%8c%ea%b3%a0%eb%a6%ac%ec%a6%98%ea%b1%b0%eb%9e%98-%ea%b0%90%ec%8b%9c-%ec%9a%a9%ec%97%ad","status":"publish","type":"post","link":"https:\/\/smallake.kr\/?p=28817","title":{"rendered":"\uc2dc\uc7a5\uac10\uc2dc\uc704\uc6d0\ud68c\uc758 \uc54c\uace0\ub9ac\uc998\uac70\ub798 \uac10\uc2dc \uc6a9\uc5ed"},"content":{"rendered":"<p>1.<br \/>\n \uae08\uc735\ud68c\uc0ac\ub4e4\uc774 \ub0b4\ub193\ub294 \uc81c\uc548\uc694\uccad\uc11c\uc5d0 \ube60\uc9c0\uc9c0 \uc54a\uace0 \ub4f1\uc7a5\ud558\ub294 \ub2e8\uc5b4\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>&#8220;\uc778\uacf5\uc9c0\ub2a5&#8221;<\/p>\n<p>\uc5ec\ub7ec\uac00\uc9c0 \uc774\uc720\uac00 \uc788\uc744 \ub4ef \ud569\ub2c8\ub2e4. \uacbd\uc7c1\ub825\uc744 \ud655\ubcf4\ud558\uae30 \uc704\ud568\uc77c \uc218\ub3c4 \uc788\uace0 \ube44\uc6a9\uc808\uac10\uc77c \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.  \uc624\ub298 \uc0b4\ud3b4\ubcf8 \uc81c\uc548\uc694\uccad\uc11c\ub294 \ud55c\uad6d\uac70\ub798\uc18c \uc2dc\uc7a5\uac10\uc2dc\uc704\uc6d0\ud68c\uc758 <a href=\"https:\/\/info.krx.co.kr\/contents\/KRX\/06\/06040000\/KRX06040000.jsp?pageCount=1#99ad458feeecef0f370fa78894dd120c=2&#038;view=20757\" rel=\"noopener noreferrer\" target=\"_blank\"> \ubd88\uac74\uc804 \uc54c\uace0\ub9ac\uc998\uac70\ub798 \ubd84\uc11d\uc744 \uc704\ud55c \uc778\uacf5\uc9c0\ub2a5 \ubaa8\ub378 \uc5f0\uad6c\uc6a9\uc5ed<\/a>\uc785\ub2c8\ub2e4. 2017\ub144  <a href=\"https:\/\/www.smallake.kr\/?p=24167\" rel=\"noopener noreferrer\" target=\"_blank\">\ud55c\uad6d\uac70\ub798\uc18c \uc2dc\uc7a5\uac10\uc2dc\uc2dc\uc2a4\ud15c\uacfc \ubbf8\uad6d SEC\uc758 CAT<\/a>\uc5d0\uc11c \ub2e4\ub8e8\uc5c8\ub358 \ucc28\uc138\ub300 \uc2dc\uc7a5\uac10\uc2dc\uc2dc\uc2a4\ud15c \uc774\ud6c4 \uc5c5\uadf8\ub808\uc774\ub4dc\ub97c \uc704\ud55c \uc5f0\uad6c\uc6a9\uc5ed\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc544\ub798\ub294 RFP\uc911 \uacfc\uc81c\uc640 \uad00\ub828\ud55c \ubd80\ubd84\uc785\ub2c8\ub2e4.<\/p>\n<blockquote><p>[\ubcc4\ucca8 3] \u300c\ubd88\uac74\uc804 \uc54c\uace0\ub9ac\uc998\uac70\ub798 \ubd84\uc11d\uc744 \uc704\ud55c \uc778\uacf5\uc9c0\ub2a5 \ubaa8\ub378 \uc5f0\uad6c\uc6a9\uc5ed\u300d \uc218\ud589\uacfc\uc81c \uc138\ubd80 \ub0b4\uc6a9<\/p>\n<p>\u25a1 (\uc5f0\uad6c\uc6a9\uc5ed \ucd94\uc9c4\ubc30\uacbd) \uc54c\uace0\ub9ac\uc998\uac70\ub798\uc5d0 \ub300\ud574 \uae30\uc874\uc758 \ub8f0\uae30\ubc18\u00b7\uc2dc\ub098\ub9ac\uc624\ud615 \ubd84\uc11d \uc678\uc5d0 \uc778\uacf5\uc9c0\ub2a5\uae30\ubc95\uc744 \ud65c\uc6a9\ud55c \uc2dd\ubcc4\u00b7\ubd84\ub958\uae30\ubc95\uc758 \ub3c4\uc785 \ud0c0\ub2f9\uc131\uc744 \uac80\ud1a0\ud558\uc5ec \uc2dc\uc7a5\uac10\uc2dc\uc5c5\ubb34\uc5d0 \ud65c\uc6a9<\/p>\n<p>\u25a1 (\uc54c\uace0\ub9ac\uc998\uac70\ub798\uc758 \uac1c\ub150) \uc8fc\ubb38\uc758 \uc2dc\uc810, \uac00\uaca9, \uc218\ub7c9, \uc720\ud615\uacfc \uc8fc\ubb38 \uc81c\ucd9c \ud6c4 \uad00\ub9ac\ubc29\ubc95 \ub4f1 \uc8fc\ubb38\uacfc \uad00\ub828\ub41c \uc758\uc0ac\uacb0\uc815\uc744 \uc0ac\ub78c\uc758 \uac1c\uc785 \uc5c6\uc774 \ucef4\ud4e8\ud130 \uc54c\uace0\ub9ac\uc998\uc73c\ub85c \uc790\ub3d9\ud654\ud558\uc5ec \ucc98\ub9ac\ud558\ub294 \ub9e4\ub9e4<\/p>\n<p>\u25a1 (\uc54c\uace0\ub9ac\uc998\uac70\ub798\uc758 \ud2b9\uc9d5) \uc54c\uace0\ub9ac\uc998\ub9e4\ub9e4 \uc911 \uc18d\ub3c4\uc9c0\uc5f0(latency)\uc744 \ucd5c\uc18c\ud654\ud558\uae30 \uc704\ud55c \uc778\ud504\ub77c\ub97c \ud65c\uc6a9\ud558\uc5ec \ub9ce\uc740 \uc591\uc758 \uc8fc\ubb38(\uc815\uc815\uacfc \ucde8\uc18c\ub97c \ud3ec\ud568)\uc744 \uc81c\ucd9c <\/p>\n<p> \u3147 \uc18d\ub3c4\uc9c0\uc5f0\uc744 \ucd5c\uc18c\ud654\ud558\uae30 \uc704\ud574 co-location \uc11c\ube44\uc2a4, \uace0\uc18d \ub370\uc774\ud130\uacf5\uae09(data feed) \uc11c\ube44\uc2a4 \ub4f1\uc744 \ud65c\uc6a9\ud558\uba70, \uc8fc\ubb38\uc758 \uc81c\ucd9c\u00b7\uc804\uc1a1\u00b7\uc815\uc815\u00b7\ucde8\uc18c\uac00 \ub9e4\uc6b0 \ube48\ubc88\ud558\uac8c \uc77c\uc5b4\ub0a8<br \/>\n \u3147 \ud1b5\uc0c1\uc801\uc73c\ub85c \ud3ec\uc9c0\uc158\uc758 \uad6c\ucd95\uacfc \uccad\uc0b0\uc774 \ub2e8\uc2dc\uac04 \ub0b4\uc5d0 \uc774\ub8e8\uc5b4\uc9c0\uba70 \uc7a5\uc774 \ub9c8\uac10\ub418\ub294 \uc2dc\uc810\uc5d0 \uc911\ub9bd\ud3ec\uc9c0\uc158(flat position)\uc744 \ucde8\ud558\ub294 \uacbd\uc6b0\uac00 \ub2e4\uc218<\/p>\n<p>\u25a1 (\uc54c\uace0\ub9ac\uc998\uac70\ub798\uc758 \ub300\ud45c\uc801 \uc720\ud615) <\/p>\n<p> \u2460 \ub300\ub7c9\uac70\ub798 \ubd84\ud560\uc8fc\ubb38\uc804\ub7b5(VWAP \ub4f1)<br \/>\n   &#8211; \uc8fc\ubb38\uc758 \ubd84\ud560(\uc8fc\ubb38\ube48\ub3c4\uc640 \uc8fc\ubb38\uaddc\ubaa8\uc758 \uacb0\uc815), \uac70\ub798\uc2dc\uc7a5(\uc5f0\uc18d\uacbd\uc7c1\ub9e4\ub9e4, \ucc38\uc870\uac00\uaca9\uac70\ub798 \ub4f1 \uccb4\uacb0 \ub9e4\ucee4\ub2c8\uc998\uc758 \uc120\ud0dd, \uac01 \uac70\ub798\uc2dc\uc7a5\uc758 \uc720\ub3d9\uc131 \uc218\uc900\uacfc \uba85\uc2dc\uc801 \uac70\ub798\ube44\uc6a9 \uc218\uc900 \uace0\ub824), \uc8fc\ubb38\uc720\ud615(\uc9c0\uc815\uac00\uc8fc\ubb38, \uc2dc\uc7a5\uac00\uc8fc\ubb38 \ub4f1\uc758 \uc120\ud0dd), \uc8fc\ubb38\uc2dc\uc810\uc758 \uc120\ud0dd \ub4f1\uc744 \ucd5c\uc801\ud654\ud558\uace0 \uc774\ub97c \uc54c\uace0\ub9ac\uc998\ub9e4\ub9e4\ub85c \uad6c\ud604<\/p>\n<p> \u2461 \uc2dc\uc7a5\uc870\uc131\uc804\ub7b5(Market Making)<br \/>\n   &#8211; \ucd5c\uc6b0\uc120 \ub9e4\uc218\ud638\uac00\uc640 \ucd5c\uc6b0\uc120 \ub9e4\ub3c4\ud638\uac00\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \uc81c\ucd9c\ud558\uace0, \ub9e4\uc218\uc640 \ub9e4\ub3c4\ub97c \ubc18\ubcf5\ud558\uc5ec \ud638\uac00 \uc2a4\ud504\ub808\ub4dc\ub85c\ubd80\ud130 \uc774\uc775\uc744 \ucc3d\ucd9c<\/p>\n<p> \u2462 \ucc28\uc775\uac70\ub798\uc804\ub7b5(Arbitrage)<br \/>\n   &#8211; \uc0c1\ub300\uc801\uc73c\ub85c \uc800\ud3c9\uac00\ub41c \uc790\uc0b0\uc744 \ub9e4\uc218\ud558\uace0 \uace0\ud3c9\uac00\ub41c \uc790\uc0b0\uc744 \ub9e4\ub3c4\ud558\uac70\ub098, \ud2b9\uc815 \uc790\uc0b0\uc758 \uac00\uaca9\uc774 \uc800\ud3c9\uac00\ub41c \uc2dc\uc7a5\uc5d0\uc11c \ub9e4\uc218\ud558\uace0 \uace0\ud3c9\uac00\ub41c \uc2dc\uc7a5\uc5d0\uc11c \ub9e4\ub3c4\ud55c \ud6c4 \uac00\uaca9\ubd88\uade0\ud615\uc774 \uc81c\uac70\ub420 \uacbd\uc6b0 \uc218\uc775\uc774 \ucc3d\ucd9c<\/p>\n<p> \u2463 \uc8fc\ubb38\uc608\uc0c1\uc804\ub7b5\/\uc18d\ub3c4 \uc774\uc6a9\uc804\ub7b5<br \/>\n   &#8211; \uacf5\uac1c\uc801\uc778 \uc2dc\uc7a5\uc815\ubcf4\ub97c \ud65c\uc6a9\ud558\uc5ec \uac70\ub798\ub7c9, \ubcc0\ub3d9\uc131, \uc720\ub3d9\uc131, \uc8fc\ubb38\uac00\uaca9\uc744 \ubd84\uc11d\ud55c \ub4a4 \uac00\uaca9\uc6c0\uc9c1\uc784 \ub610\ub294 \ud5a5\ud6c4 \ub300\ub7c9 \uc8fc\ubb38 \uac00\ub2a5\uc131\uc744 \ucd94\uc815\ud558\uace0 \uc774\uc5d0 \uc55e\uc11c \uac70\ub798\ub97c \uccb4\uacb0\ud568\uc73c\ub85c\uc368 \uc774\ud6c4 \uac00\uaca9\ubcc0\ub3d9\uc5d0 \ub530\ub978 \uc774\uc775 \ucd94\uad6c<\/p>\n<p> \u2464 \ubaa8\uba58\ud140\ucd09\ubc1c\uc804\ub7b5(Momentum ignition)<br \/>\n   &#8211; \ub300\ub7c9\uc8fc\ubb38\u00b7\ubd84\ud560\uc18c\ub7c9\uc8fc\ubb38\uc744 \uc81c\ucd9c\ud558\uc5ec \ub2e4\ub978 \uc54c\uace0\ub9ac\uc998\ub9e4\ub9e4\uc758 \ucc38\uc5ec\ub97c \uc720\ub3c4\ud558\uace0, \uac00\uaca9\uc774 \uc758\ub3c4\ud55c \ubc29\ud5a5\uc73c\ub85c \uc6c0\uc9c1\uc774\uba74 \ud574\ub2f9 \ud3ec\uc9c0\uc158\uc744 \uccad\uc0b0\ud558\uc5ec \uc774\uc775\uc744 \ucc3d\ucd9c<\/p>\n<p>\u25a1 (\uc5f0\uad6c\uc6a9\uc5ed \uc138\ubd80\uacfc\uc81c)<br \/>\n   *\uc2dc\uc7a5\uac10\uc2dc\uc5c5\ubb34 \ud2b9\uc131\uc0c1 \uc81c\uc548\uc0ac\ud56d\uc5d0 \uc790\uc138\ud55c \uc0ac\ud56d \uae30\uc220\uc774 \uc5b4\ub824\uc6cc, \uc81c\uc548\uc694\uccad\uc124\uba85\ud68c \ucc38\uc11d\uc744 \ub3c5\ub824<\/p>\n<p>1) \ud2b9\uc131\ud654\ub41c \uc54c\uace0\ub9ac\uc998\uac70\ub798 \ud310\ubcc4(Classification) \ubaa8\ub378 \uc81c\uc2dc<\/p>\n<p> \u3147 \ud2b9\uc218\ud55c \ub9e4\ub9e4\ud328\ud134\uc744 \ubcf4\uc774\ub294 \uc54c\uace0\ub9ac\uc998\uac70\ub798 \uc720\ud615(Market Making, Spoofing\u00b7Layering \ub4f1)\uc744 \ud310\ubcc4\ud558\ub294 \uc9c0\ub3c4\ud559\uc2b5 \ubaa8\ub378 \uc81c\uc548<\/p>\n<p>\u261e \ud2b9\uc218\ud55c \uc54c\uace0\ub9ac\uc998 \uac70\ub798\ub294 \uc815\uc815\ucde8\uc18c\ube44\uc728, Liquidity Provider\/Taker \uc5ec\ubd80, \uc2dc\uc138\uad00\uc5ec\uc728, \uc8fc\ubb38-\uccb4\uacb0-\ucde8\uc18c\uc758 \uc21c\uc11c \ub4f1\uc774 \uc77c\ubc18\ud654\ub41c \ud2b9\uc131\uc774 \uc788\uc74c<\/p>\n<p>\u261e \uc774\ub7ec\ud55c \ud2b9\uc9d5\uc774 \uc788\ub294 \uc54c\uace0\ub9ac\uc998 \uac70\ub798\uc5d0 \ub300\ud574 \ud310\ubcc4\ud558\ub294 \ubaa8\ub378 \ub3c4\ucd9c<br \/>\n   (\ud310\ubcc4\uc740 \uad6c\uac04\ub2e8\uc704, \uacc4\uc88c\ub2e8\uc704)<\/p>\n<p>2) \uc54c\uace0\ub9ac\uc998\uac70\ub798\uc758 \uad70\uc9d1\ud654(Clustering) \ubaa8\ub378 \uc81c\uc2dc<\/p>\n<p> \u3147 \uc54c\uace0\ub9ac\uc998\uac70\ub798\ub97c \ub300\uc0c1\uc73c\ub85c \ube44\uc9c0\ub3c4\ud559\uc2b5 \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \uc720\ud6a8\ud55c Clustering \uacb0\uacfc \ub3c4\ucd9c<\/p>\n<p>\u261e \uc77c\ubc18\uc801\uc73c\ub85c \uc54c\ub824\uc9c4 \uc54c\uace0\ub9ac\uc998\uac70\ub798 \uae30\ubc95 \uc678\uc5d0 \ub2e4\ub978 \uc804\ub7b5\uc774 \uc788\uc744 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0, \uc5ec\ub7ec \ub9e4\ub9e4\uc758 \ud2b9\uc131\uc744 \ubc14\ud0d5\uc73c\ub85c \uc54c\uace0\ub9ac\uc998\uac70\ub798\ub97c \ubd84\ub958\ud558\ub294 \ubaa8\ub378 \uc81c\uc548<\/p>\n<p>3) \uc124\uba85\uac00\ub2a5 \uc778\uacf5\uc9c0\ub2a5 \uae30\ubc95\uc758 \uc801\uc6a9 \ubc29\uc548 \uc81c\uc2dc<\/p>\n<p> \u3147 \ub3c4\ucd9c\ub41c \ubaa8\ub378\uc5d0 \ub300\ud558\uc5ec \uc2dc\uc7a5\uac10\uc2dc\uc694\uc6d0\uc774 \uc774\ud574\uac00\ub2a5\ud558\ub3c4\ub85d \uc124\uba85\uac00\ub2a5 \uc778\uacf5\uc9c0\ub2a5 \uae30\ubc95\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc744 \uc81c\uc548<\/p>\n<p>\u25a1 (\ucc38\uace0\uc0ac\ud56d) <\/p>\n<p>\u2460 \ub9e4\ub9e4\uc815\ubcf4\ub294 \ubbfc\uac10\uc815\ubcf4\ub97c \ud3ec\ud568\ud558\uace0 \uc788\uc5b4 \uc77c\ubd80 \uc2dd\ubcc4\uc815\ubcf4\ub294 \uc554\ud638\ud654\ud558\uc5ec \uc81c\uacf5 \uc608\uc815\uc774\uba70, \uc81c\uacf5\ub41c \ub370\uc774\ud130\ub294 \uc678\ubd80 \ubc18\ucd9c \uae08\uc9c0<br \/>\n\u2461 \uac70\ub798\uc18c \ub0b4 \uc11c\ubc84 \ud658\uacbd\uc740 \uc624\ud504\ub77c\uc778\ud658\uacbd\uc774\ubbc0\ub85c, \ubd84\uc11d \ubc0f \uac1c\ubc1c \ud658\uacbd \uad6c\ucd95(SW)\uc5d0 \ud544\uc694\ud55c \uc77c\uccb4 \uc0ac\ud56d\uc740 \ucc38\uc5ec\uc5c5\uccb4\uac00 \ub2f4\ub2f9(\uac70\ub798\uc18c\ub294 PC, \ud504\ub9b0\ud130, \uc0ac\ubb34\uae30\uad6c \ub4f1 \uc81c\uacf5)<\/p><\/blockquote>\n<p>2.<br \/>\n\ud22c\uc790\uc5c5\ubb34\uc640 \uc2dc\uc7a5\uac10\uc2dc\uc5c5\ubb34\uac00 \uc54c\uace0\ub9ac\uc998\ud2b8\ub808\uc774\ub529\uc744 \uc811\uadfc\ud558\ub294 \ubaa9\uc801\uc774 \ub2e4\ub985\ub2c8\ub2e4. \ud22c\uc790\uc5c5\ubb34\ub294 \uc218\uc775\uc744 \uc704\ud574, \uc2dc\uc7a5\uac10\uc2dc\uc5c5\ubb34\ub294 \ub370\uc774\ud0c0\uc18d\uc5d0 \uc228\uaca8\uc9c4 \ubd80\uc815\ud589\uc704\ub97c \ucc3e\uae30\uc704\ud568\uc785\ub2c8\ub2e4. \uadf8\ub807\uae30 \ub54c\ubb38\uc5d0 RFP\uc5d0 <\/p>\n<blockquote><p>\n3) \uc124\uba85\uac00\ub2a5 \uc778\uacf5\uc9c0\ub2a5 \uae30\ubc95\uc758 \uc801\uc6a9 \ubc29\uc548 \uc81c\uc2dc<br \/>\n \u3147 \ub3c4\ucd9c\ub41c \ubaa8\ub378\uc5d0 \ub300\ud558\uc5ec \uc2dc\uc7a5\uac10\uc2dc\uc694\uc6d0\uc774 \uc774\ud574\uac00\ub2a5\ud558\ub3c4\ub85d \uc124\uba85\uac00\ub2a5 \uc778\uacf5\uc9c0\ub2a5 \uae30\ubc95\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc744 \uc81c\uc548<\/p><\/blockquote>\n<p>\uc640 \uac19\uc740 \uc694\uad6c\uc0ac\ud56d\uc774 \ub4e4\uc5b4\uac14\uc2b5\ub2c8\ub2e4. \ub450\uac00\uc9c0 \uc9c8\ubb38\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n<p>\uccab\uc9f8\ub294 \uc2dc\uc7a5\uac10\uc2dc\uc758 \uc601\uc5ed\uc5d0\uc11c \uc54c\uace0\ub9ac\uc998\ud2b8\ub808\uc774\ub529\uc740 \ubd80\uc815\ud589\uc704\uac00 \uc544\ub2d9\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998\uc744 \uc0d0\ud589\ud560 \ub54c \ubd80\uc815\ud589\uc704\ub85c \ud310\ub2e8\ud560 \uc218 \uc788\ub294 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud560 \ub54c \ubd88\ubc95\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uba74 \uc55e\uc11c \uc790\ub8cc\uc911 Spoofing\uc774 \uadf8\ub807\uc2b5\ub2c8\ub2e4.<br \/>\n\ub458\uc7ac\ub294 \uc8fc\uc5b4\uc9c4 \uacfc\uc81c\ub85c \uccab\uc9f8\uc640 \uac19\uc740 \ubaa9\uc801\uc744 \ub2ec\uc131\ud560 \uc218 \uc788\uc744\uc9c0 \ubaa8\ub974\uaca0\uc2b5\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998 \uc790\uccb4\uac00 \uc778\uacf5\uc9c0\ub2a5\uc778 \uacbd\uc6b0 \uc5b4\ub5bb\uac8c \ubaa8\ub378\ud654\ud558\uc5ec\uc57c \ud560\uc9c0 \uad81\uae08\ud569\ub2c8\ub2e4.<\/p>\n<p>\uadf8\ub7ec\uba74 \ud574\uc678\ub294 \uc5b4\ub5a4 \uc0ac\ub840\uac00 \uc788\uc744\uae4c\uc694? \uc778\uacf5\uc9c0\ub2a5\uae4c\uc9c0\ub294 \uc54c \uc218 \uc5c6\uace0 \uba87 \ub144\uc804 Kx\uac00 \ub0b4\ub193\uc740 <a href=\"https:\/\/kx.com\/media\/2017\/11\/Surveillance_techniques_to_effectively_monitor_algo_and_high_frequency_trading.pdf\" rel=\"noopener noreferrer\" target=\"_blank\">Surveillance Techniques to Effectively Monitor Algo and High Frequency Trading<\/a>\ub97c \ucc38\uc870\ud558\uc168\uc73c\uba74 \ud569\ub2c8\ub2e4. \uc55e\uc11c \uc81c\uc548\uc694\uccad\uc11c\uc911 \uc815\uc815\ucde8\uc18c\ube44\uc728, Liquidity Provider\/Taker \uc5ec\ubd80, \uc2dc\uc138\uad00\uc5ec\uc728, \uc8fc\ubb38-\uccb4\uacb0-\ucde8\uc18c\uc758 \uc21c\uc11c \ub97c \uc774\uc6a9\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc785\ub2c8\ub2e4.<\/p>\n<iframe src=\"\/\/docs.google.com\/viewer?url=https%3A%2F%2Fwww.smallake.kr%2Fwp-content%2Fuploads%2F2020%2F05%2FSurveillance_techniques_to_effectively_monitor_algo_and_high_frequency_trading.pdf&hl=ko&embedded=true\" class=\"gde-frame\" style=\"width:100%; height:500px; border: none;\" scrolling=\"no\"><\/iframe>\n<p class=\"gde-text\"><a 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class=\"gde-text\"><a href=\"https:\/\/www.smallake.kr\/wp-content\/uploads\/2020\/05\/Algorithmic-trading-surveillance.pdf\" class=\"gde-link\">Download (PDF, 3.2MB)<\/a><\/p>\n<p>\uc694\uc998 \uc81c\uc548\uc694\uccad\uc11c\ub97c \ubcf4\uba74\uc11c &#8220;\uc778\uacf5\uc9c0\ub2a5&#8221;\uc774 \ub4e4\uc5b4\uac00\uc9c0 \uc54a\uc73c\uba74 \uc758\uc0ac\uacb0\uc815\uc790\ub4e4\uc774 \uacb0\uc7ac\ub97c \ud574\uc8fc\uc9c0 \uc54a\ub098 \ubcf4\ub124\uc694. \uc2dc\uc2a4\ud15c\uc758 \ubaa9\uc801\uc774 \uad81\uae08\ud569\ub2c8\ub2e4. \uc778\uacf5\uc9c0\ub2a5 \uc790\uccb4\uc778\uc9c0, \uc544\ub2c8\uba74 \ud558\uace0\uc790 \ud558\ub294 \uc5c5\ubb34\uc778\uc9c0.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>1. \uae08\uc735\ud68c\uc0ac\ub4e4\uc774 \ub0b4\ub193\ub294 \uc81c\uc548\uc694\uccad\uc11c\uc5d0 \ube60\uc9c0\uc9c0 \uc54a\uace0 \ub4f1\uc7a5\ud558\ub294 \ub2e8\uc5b4\uac00 \uc788\uc2b5\ub2c8\ub2e4. &#8220;\uc778\uacf5\uc9c0\ub2a5&#8221; \uc5ec\ub7ec\uac00\uc9c0 \uc774\uc720\uac00 \uc788\uc744 \ub4ef \ud569\ub2c8\ub2e4. \uacbd\uc7c1\ub825\uc744 \ud655\ubcf4\ud558\uae30 \uc704\ud568\uc77c \uc218\ub3c4 \uc788\uace0 \ube44\uc6a9\uc808\uac10\uc77c \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uc624\ub298 \uc0b4\ud3b4\ubcf8 \uc81c\uc548\uc694\uccad\uc11c\ub294 \ud55c\uad6d\uac70\ub798\uc18c \uc2dc\uc7a5\uac10\uc2dc\uc704\uc6d0\ud68c\uc758 \ubd88\uac74\uc804 \uc54c\uace0\ub9ac\uc998\uac70\ub798 \ubd84\uc11d\uc744 \uc704\ud55c \uc778\uacf5\uc9c0\ub2a5 \ubaa8\ub378 \uc5f0\uad6c\uc6a9\uc5ed\uc785\ub2c8\ub2e4. 2017\ub144 \ud55c\uad6d\uac70\ub798\uc18c \uc2dc\uc7a5\uac10\uc2dc\uc2dc\uc2a4\ud15c\uacfc \ubbf8\uad6d SEC\uc758 CAT\uc5d0\uc11c \ub2e4\ub8e8\uc5c8\ub358 \ucc28\uc138\ub300 \uc2dc\uc7a5\uac10\uc2dc\uc2dc\uc2a4\ud15c \uc774\ud6c4 \uc5c5\uadf8\ub808\uc774\ub4dc\ub97c \uc704\ud55c \uc5f0\uad6c\uc6a9\uc5ed\uc785\ub2c8\ub2e4. \uc544\ub798\ub294 RFP\uc911 \uacfc\uc81c\uc640 \uad00\ub828\ud55c \ubd80\ubd84\uc785\ub2c8\ub2e4. [\ubcc4\ucca8 3] \u300c\ubd88\uac74\uc804 \uc54c\uace0\ub9ac\uc998\uac70\ub798 \ubd84\uc11d\uc744 \uc704\ud55c \uc778\uacf5\uc9c0\ub2a5&#8230;<br \/><a class=\"read-more-button\" href=\"https:\/\/smallake.kr\/?p=28817\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":28823,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"nf_dc_page":"","om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"\uc2dc\uc7a5\uac10\uc2dc\uc704\uc6d0\ud68c\uc758 \uc54c\uace0\ub9ac\uc998\uac70\ub798 \uac10\uc2dc 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