https://www.youngju.dev/blog 천천히 올바르게. AI Researcher & DevOps Engineer Youngju's tech blog. GPU/CUDA, LLM, MLOps, Kubernetes AI workloads, distributed training, and data engineering. ko fjvbn2003@gmail.com (Youngju Kim) fjvbn2003@gmail.com (Youngju Kim) Mon, 25 May 2026 00:00:00 GMT https://www.youngju.dev/blog/culture/2026-05-25-market-microstructure-limit-order-book-almgren-chriss-avellaneda-stoikov-kyle-2026-deep-dive.en https://www.youngju.dev/blog/culture/2026-05-25-market-microstructure-limit-order-book-almgren-chriss-avellaneda-stoikov-kyle-2026-deep-dive.en The 2026 toolkit of market microstructure — LOB modeling, Almgren-Chriss optimal execution, Avellaneda-Stoikov market making, Kyle lambda (information asymmetry), Glosten-Milgrom adverse selection, Hawkes point processes, VWAP/TWAP/IS algorithms, square-root market impact, KRX tick rules, and JPX ToSTNeT — bridging academic theory and trading-desk practice with runnable code. Mon, 25 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) market-microstructurelimit-order-bookalmgren-chrissavellaneda-stoikovkyle-lambdaglosten-milgromhawkes-processexecution-algosvwap-twapimplementation-shortfallmarket-impactdark-poolslob-modeling https://www.youngju.dev/blog/culture/2026-05-25-market-microstructure-limit-order-book-almgren-chriss-avellaneda-stoikov-kyle-2026-deep-dive.ja https://www.youngju.dev/blog/culture/2026-05-25-market-microstructure-limit-order-book-almgren-chriss-avellaneda-stoikov-kyle-2026-deep-dive.ja 2026年のマーケット・マイクロストラクチャ最新像 — 板情報(LOB)モデリング、Almgren-Chriss最適執行、Avellaneda-Stoikov マーケットメイク、Kyle ラムダ(情報の非対称性)、Glosten-Milgrom 逆選択、Hawkes 点過程、VWAP/TWAP/IS アルゴリズム、平方根マーケットインパクト、KRX 板ルールと JPX ToSTNeT まで、アカデミアとトレーディングデスクの懸け橋をコード付きで解説します。 Mon, 25 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) market-microstructurelimit-order-bookalmgren-chrissavellaneda-stoikovkyle-lambdaglosten-milgromhawkes-processexecution-algosvwap-twapimplementation-shortfallmarket-impactdark-poolslob-modeling https://www.youngju.dev/blog/culture/2026-05-25-market-microstructure-limit-order-book-almgren-chriss-avellaneda-stoikov-kyle-2026-deep-dive https://www.youngju.dev/blog/culture/2026-05-25-market-microstructure-limit-order-book-almgren-chriss-avellaneda-stoikov-kyle-2026-deep-dive 2026년 마켓 마이크로구조의 핵심 — LOB(Limit Order Book) 모델링, Almgren-Chriss 최적 실행, Avellaneda-Stoikov 마켓 메이킹, Kyle 람다(정보 비대칭), Glosten-Milgrom 역선택, Hawkes 점과정, VWAP/TWAP/IS 알고리즘, Kyles square-root impact, KRX 호가창과 JPX ToSTNeT까지 학계-산업 가교를 코드와 함께 정리합니다. Mon, 25 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) market-microstructurelimit-order-bookalmgren-chrissavellaneda-stoikovkyle-lambdaglosten-milgromhawkes-processexecution-algosvwap-twapimplementation-shortfallmarket-impactdark-poolslob-modeling https://www.youngju.dev/blog/culture/2026-05-25-oems-bloomberg-aim-emsx-refinitiv-eikon-charles-river-factset-aladdin-2026-deep-dive.en https://www.youngju.dev/blog/culture/2026-05-25-oems-bloomberg-aim-emsx-refinitiv-eikon-charles-river-factset-aladdin-2026-deep-dive.en The combination of Order Management (OMS) and Execution Management (EMS) into OEMS is, in 2026, the nervous system of global asset management. This piece walks the full landscape: Bloomberg AIM/EMSX, Refinitiv Eikon/Workspace/AlphaDesk, Charles River IMS (State Street), FactSet PA, BlackRock Aladdin ($21T AUM), SS&C Eze, SimCorp Dimension, Flextrade, BNY Mellon Eagle — and the Korea/Japan side with Korea Investment eFriend Pro, Mirae Asset m.Stock Pro, Nomura Pro, Daiwa Capital, SBI Wholesale, MUFG. OMS vs EMS, FIX 4.x to 5.0 SP2, pre-trade compliance rule engines, basket trading, multi-asset (equity/FI/FX/derivatives/crypto), TCA integration, smart order routing (SOR), VWAP/TWAP/POV algorithms, dark pool routing, MiFID II RTS 27/28, K-MiFID best execution, and the JPX trading API — the state of the trading desk in 2026 in one place. Mon, 25 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) oemsbloomberg-terminalrefinitiv-eikoncharles-river-imsfactsetblackrock-aladdinssc-ezesimcorpflextradefix-protocolsmart-order-routingvwap-twapmifid-ii-rts28kr-best-execution https://www.youngju.dev/blog/culture/2026-05-25-oems-bloomberg-aim-emsx-refinitiv-eikon-charles-river-factset-aladdin-2026-deep-dive.ja https://www.youngju.dev/blog/culture/2026-05-25-oems-bloomberg-aim-emsx-refinitiv-eikon-charles-river-factset-aladdin-2026-deep-dive.ja 注文管理(OMS)と執行管理(EMS)を一体化したOEMSは、2026年のグローバル資産運用業の神経系である。Bloomberg AIM/EMSX、Refinitiv Eikon/Workspace/AlphaDesk、Charles River IMS(State Street)、FactSet PA、BlackRock Aladdin($21T AUM)、SS&C Eze、SimCorp Dimension、Flextrade、BNY Mellon Eagleを軸に、韓国の韓国投資証券 eFriend Pro、ミレアセット m.Stock Pro、そして日本の野村プロ、大和キャピタル、SBIホールセール、MUFGまで、東アジアのOEMSも一気通貫で整理する。OMS vs EMSの区分、FIX 4.x → 5.0 SP2のメッセージ、プリトレード・コンプライアンスのルールエンジン、バスケット取引、マルチアセット(株式/債券/FX/デリバティブ/暗号資産)、TCA統合、スマートオーダールーティング(SOR)、VWAP/TWAP/POVアルゴリズム、ダークプール・ルーティング、MiFID II RTS 27/28、K-MiFIDベストエグゼキューション、JPX取引APIまで、2026年のトレーディングデスクの現在地を一枚にまとめる。 Mon, 25 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) oemsbloomberg-terminalrefinitiv-eikoncharles-river-imsfactsetblackrock-aladdinssc-ezesimcorpflextradefix-protocolsmart-order-routingvwap-twapmifid-ii-rts28kr-best-execution https://www.youngju.dev/blog/culture/2026-05-25-oems-bloomberg-aim-emsx-refinitiv-eikon-charles-river-factset-aladdin-2026-deep-dive https://www.youngju.dev/blog/culture/2026-05-25-oems-bloomberg-aim-emsx-refinitiv-eikon-charles-river-factset-aladdin-2026-deep-dive 주문관리(OMS)와 실행관리(EMS)가 결합된 OEMS는 2026년 글로벌 자산운용업의 신경계다. Bloomberg AIM/EMSX, Refinitiv Eikon/Workspace/AlphaDesk, Charles River IMS(State Street), FactSet PA, BlackRock Aladdin($21T AUM), SS&C Eze, SimCorp Dimension, Flextrade, BNY Mellon Eagle까지 글로벌 빅텐과 한국투자증권 eFriend Pro, 미래에셋 m.Stock Pro, 노무라 Pro, 다이와 캐피털, SBI 홀세일까지 한일 OEMS를 한 줄로 꿰뚫는다. OMS vs EMS 구분, FIX 4.x → 5.0 SP2 메시지, 사전 컴플라이언스 룰엔진, 바스켓 트레이딩, 멀티에셋(주식/채권/FX/파생/크립토), TCA 통합, 스마트 오더 라우팅(SOR), VWAP/TWAP/POV 알고리즘, 다크풀 라우팅, MiFID II RTS 27/28, K-MiFID 베스트익스큐션, JPX 거래 API까지 2026년 트레이딩 데스크의 현재를 정리한다. Mon, 25 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) oemsbloomberg-terminalrefinitiv-eikoncharles-river-imsfactsetblackrock-aladdinssc-ezesimcorpflextradefix-protocolsmart-order-routingvwap-twapmifid-ii-rts28kr-best-execution