•1 min read•from InfoQ
Presentation: Instrumentation at Scale: Having Your Performance Cake and Eating It Too
Brian Martin discusses the real-world performance costs of metrics libraries and shares strategies for low-overhead, "fearless" instrumentation. Drawing from his work at IOP Systems, he explores atomic primitives, per-CPU sharding, lock-free histograms, and eBPF integration to help software architects and engineering leaders maintain full system visibility without sacrificing performance.
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Tagged with
#Instrumentation
#Performance
#Metrics
#Low-overhead
#Fearless Instrumentation
#Atomic Primitives
#Per-CPU Sharding
#Lock-free Histograms
#eBPF
#System Visibility
#Software Architects
#Engineering Leaders
#IOP Systems
#Real-world Performance Costs
#Metrics Libraries
#Concurrency
#Performance Monitoring
#Scalability
#Distributed Systems
#Histograms