Algorithmic Trading - Asynchronous Laboratory
Architecture · Data Flow · System Topology
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Algorithmic Trading Architecture

Interactive asynchronous system topology

17Components
6Layers
21Flows
DATA ACQUISITION
DATA INFRASTRUCTURE
INTELLIGENCE
DECISION & RISK
EXECUTION
OPERATIONS
M
Market Data Feed
Real-time prices, trades and order-book information.
External Stream
N
News / Events
Event-driven information entering the data ecosystem.
External Event
A
Alternative Data
Non-traditional datasets used as additional context.
External Stream
DI
Data Ingestion
Receives, validates and normalizes incoming information.
Pipeline Active
EB
Event Bus
Asynchronous message distribution between services.
Messaging Online
TS
Time-Series Storage
Historical market data and system state persistence.
Storage Ready
DP
Data Processing
Cleansing, transformation and stream processing.
Compute Active
FE
Feature Engine
Converts processed data into strategy-ready features.
Compute Active
RA
Research / Analytics
Historical analysis and research infrastructure.
Research Ready
SE
Strategy Engine
Evaluates strategy logic using available context.
Logic Active
SG
Signal Generator
Converts abstract strategy evaluation into structured signals.
Decision Active
RM
Risk Management
Applies constraints, exposure checks and risk controls.
Control Guarded
OM
Order Management
Maintains order state and manages order lifecycle.
Orders Ready
EX
Execution Engine
Handles routing and execution-oriented order logic.
Execution Online
BX
Broker / Exchange
External venue interface receiving execution requests.
External Connected
MO
Monitoring
Observes system state, latency and operational signals.
Ops Watch
OB
Observability
Telemetry, logs and execution feedback across the system.
Telemetry Active