Infrastructure for
Data Normalization
SilkSource provides the logic layer between fragmented market feeds and actionable intelligence. Our frameworks focus on the systematic alignment of heterogeneous trading data sets across Vietnamese and international exchanges.
Structural Integrity in
Data Aggregation
Raw market feeds arrive in varying formats, frequencies, and timestamp precision. Our primary objective is to maintain truth while forces of latency and protocol differences attempt to degrade it.
Protocol Adaptation
Native translation for FIX, JSON-RPC, and Binary streams without packet loss.
Temporal Alignment
Microsecond-accurate synchronization across disparate geographical zones.
Validation Logic
Every data point undergoes three stages of sanity checks before reaching the aggregator: range validation, spike detection, and cross-feed verification. This ensures that trading data is not only current but accurate.
Normalization Pipelines
We transform local Vietnamese market structures into ISO-compliant global standards. This allows for direct comparison between regional equities and international indices within one environment.
Advanced Analysis Frameworks
Multi-source Stitching
Combine data aggregation from public API endpoints, private proprietary feeds, and historical archives into a unified time-series stream.
Conflict Resolution
Algorithmic determination of the 'Golden Source' when multiple feeds provide conflicting price or volume metadata during high-volatility periods.
Low-Latency Delivery
Internal processing overhead is kept below 15ms, ensuring that the aggregated view remains tactically relevant for intraday operations.
Methodology of Source Integration
Discovery and Authentication
Identification of available schemas and secure handshake protocols for each data vendor. This includes handling OAuth, dynamic key rotations, and IP whitelisting.
Field Mapping and Transformation
Mapping native fields (e.g., 'Vol', 'Quantity', 'Amount') to a standardized internal dictionary to prevent semantic errors across different market traditions.
Quality Assurance Sweep
Post-aggregation audit trail generation. Every entry is logged with its origin source for complete transparency and compliance reporting.
Technical Specification FAQ
No. SilkSource acts as the aggregation and normalization layer. We integrate with your existing exchange credentials or third-party paid data providers to provide a unified data aggregation interface.
Our primary frameworks are optimized for Equities (VN30, HNX, UPCoM), International Commodities, and Forex pairs. Derivatives support is available upon request for institutional integrations.
While silkSource handles aggregation, high-frequency traders often utilize our on-premise logic deployment to minimize network transmission delays between primary exchange hubs and the normalization engines.
Ready to Streamline Your Data?
Contact our technical team in Hanoi to discuss custom aggregation frameworks for your specific trading portfolio or institutional analysis needs.
Direct Contact for Implementation: