Signals and Threads

The Thermodynamics of Trading with Daniel Pontecorvo

39 snips
Jul 25, 2025
Daniel Pontecorvo leads the physical engineering team at Jane Street, fusing architecture and engineering to create functional spaces. He dives into the challenges of cooling densely packed data centers and how it parallels keeping traders comfortable. They explore innovative cooling technologies, including immersion cooling, and the implications of machine learning on infrastructure. Pontecorvo also emphasizes the importance of robust monitoring systems and discusses the benefits of a modular workspace design for collaboration in trading environments.
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INSIGHT

Trading Data Center Unique Needs

  • Low latency and proximity to trading venues are critical in trading data centers.
  • Power density and cooling performance impose unique challenges compared to typical data centers.
INSIGHT

Cooling's Energy Impact

  • Cooling is the second largest power consumer in data centers after IT equipment.
  • Reducing PUE (Power Usage Effectiveness) is critical to improve energy efficiency.
INSIGHT

Airflow Distance Matters Big

  • Longer travel distance for hot air increases energy use by fans cubically with velocity.
  • Avoiding hot air mixing back into server inlets improves cooling efficiency and reduces energy.
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