2025-04-30 00:11
IndustryChallenges in Real-Time Forex Processing
#CurrencyPairPrediction
Challenges in Real-Time Forex Processing
Challenge Solution Network latency Co-locate servers near broker data centers (NY4, LD4, TY3). Data gaps / noise Redundant data sources, error detection. Model drift Retrain models periodically or use online learning. Overfitting to real-time noise Use ensemble methods or moving-average smoothing. API Rate Limits Smart throttling and batching of requests.
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Challenges in Real-Time Forex Processing
Malaysia | 2025-04-30 00:11#CurrencyPairPrediction
Challenges in Real-Time Forex Processing
Challenge Solution Network latency Co-locate servers near broker data centers (NY4, LD4, TY3). Data gaps / noise Redundant data sources, error detection. Model drift Retrain models periodically or use online learning. Overfitting to real-time noise Use ensemble methods or moving-average smoothing. API Rate Limits Smart throttling and batching of requests.
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