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Infrastructure

ubiquiti 10gbe upgrade - network infrastructure overhaul
finally upgraded the home network. 10gbe backbone. no more bottlenecks. the problem # running 4 Dell servers, 3 workstations, NAS, and market data feeds.
timescaledb optimization - 3 million rows per day
been putting this off for months. timescaledb getting slow. finally fixed it. the problem # my options flow data pipeline ingests about 3 million rows per day.
vacation algo management - what i learned from 8 days offline
took 8 days completely offline. first time since 2020. what I found was about managing algos during vacation. the pre-vacation protocol # T-5 days: stop opening new positions >5 DTE
chicago colocation 18 months - ROI analysis and lessons
18 months with chicago colo. time for ROI analysis. the setup recap # december 2023: deployed chicago colo
redis caching optimization - 40% latency reduction for market data
optimized redis caching during honeymoon downtime review. 40% latency improvement. the problem # before optimization: market data fetch: 180ms avg
data pipeline - real-time market data with python and redis
real-time data = critical for algo trading. redis = in-memory cache for speed. python pipeline implementation. the latency problem # pulling data every request:
interactive brokers - 2 years review from algo trader perspective
2 years with Interactive Brokers as primary broker. time for honest review. python algo trading perspective. why IB for algo trading # chose IB january 2023 for 3 reasons:
slippage correlation volume deep dive - data analysis
slippage been great november. wanted to understand why. data analysis time. november slippage performance # november avg (through nov 18): 1.9 ticks
slippage analysis - chicago colo ROI validated 9 months in
9 months chicago colocation. time for ROI analysis. numbers validated. recap setup # january 2024: installed dedicated server chicago via colo provider.
chicago colocation - summer value analysis, cost vs benefit
august slippage brutal. made me appreciate chicago colocation. been worth every dollar. the numbers # colocation cost: $450/month datacenter