Performance & Stability
        
        What Are the Key Differences between the FpML and ISDA CDM Data Models?
        
         
        
        
          
        
        
      
        
     
        
        FpML is a descriptive messaging dictionary for trades; ISDA's CDM is an executable, stateful model of a trade's entire lifecycle.
        
        How Do Binary Encodings for FIX Reduce Latency Compared to the Standard Text-Based Format?
        
         
        
        
          
        
        
      
        
     
        
        Binary encodings for FIX reduce latency by using a machine-native format, which eliminates the CPU-intensive task of translating text to binary.
        
        How Should a Quantitative Research Team Adapt Its Tooling to Analyze SBE-Based Market Data Effectively?
        
         
        
        
          
        
        
      
        
     
        
        A quantitative team adapts to SBE data by architecting a high-fidelity pipeline to decode binary streams into analytically tractable, columnar formats.
        
        Can FIXML or Other XML Based Encodings Provide a More Structured Alternative for Illiquid Asset Data?
        
         
        
        
          
        
        
      
        
     
        
        XML-based encodings provide a definitive, structured data architecture for illiquid assets, enabling systemic risk management and automation.

 
  
  
  
  
 