高德地图高德-搜推系统性能优化工程师-AI agent
社招全职3年以上技术类-开发地点：北京状态：招聘
工作描述
任职要求 链路优化核心技能： ● 精通 C++ 性能优化，熟悉 Java 等语言 ● 端到端性能调优：有完整精排服务链路的性能分析和优化实战经验 ● 特征工程优化：熟悉特征计算并行化、预计算、增量更新等优化技术 ● 系统性能分析：熟练使用perf、pprof、火焰图等性能分析工具 ● 并发编程：精通多线程、异步IO、协…
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包括英文材料
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
Java+
https://www.youtube.com/watch?v=eIrMbAQSU34
Master Java – a must-have language for software development, Android apps, and more! ☕️ This beginner-friendly course takes you from basics to real coding skills.
性能调优+
https://goperf.dev/
The Go App Optimization Guide is a series of in-depth, technical articles for developers who want to get more performance out of their Go code without relying on guesswork or cargo cult patterns.
https://web.dev/learn/performance
This course is designed for those new to web performance, a vital aspect of the user experience.
https://www.ibm.com/think/insights/application-performance-optimization
Application performance is not just a simple concern for most organizations; it’s a critical factor in their business’s success.
https://www.oreilly.com/library/view/optimizing-java/9781492039259/
Performance tuning is an experimental science, but that doesn’t mean engineers should resort to guesswork and folklore to get the job done.
特征工程+
https://www.ibm.com/think/topics/feature-engineering
Feature engineering preprocesses raw data into a machine-readable format. It optimizes ML model performance by transforming and selecting relevant features.
https://www.kaggle.com/learn/feature-engineering
Better features make better models. Discover how to get the most out of your data.
Perf+
https://perfwiki.github.io/main/
perf is powerful: it can instrument CPU performance counters, tracepoints, kprobes, and uprobes (dynamic tracing).
https://www.brendangregg.com/bpf-performance-tools-book.html
This book can help you get the most out of your systems and applications, helping you improve performance, reduce costs, and solve software issues.
[英文] perf Examples
https://www.brendangregg.com/perf.html
These are some examples of using the perf Linux profiler, which has also been called Performance Counters for Linux (PCL), Linux perf events (LPE), or perf_events.
https://www.youtube.com/watch?v=M6ldFtwWup0
pprof+
https://go.dev/blog/pprof
At Scala Days 2011, Robert Hundt presented a paper titled Loop Recognition in C++/Java/Go/Scala.
https://medium.com/better-programming/pprof-through-examples-exploring-optimizations-in-go-444fa08cf15f
I’ve used pprof tools in the past, but mostly out of curiosity.
https://www.freecodecamp.org/news/how-i-investigated-memory-leaks-in-go-using-pprof-on-a-large-codebase-4bec4325e192/
I have been working with Go for the better part of the year, implementing a scalable blockchain infrastructure at Orbs, and it’s been an exciting year.
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