{"product_id":"high-performance-r-william-l-younker-9798288962462","title":"High-Performance R: Profiling, Parallelism, and C++ Extensions with Rcpp","description":"\u003cp\u003e\u003cb\u003eHigh-Performance R: Profiling, Parallelism, and C++ Extensions with Rcpp\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eCore Promise\u003c\/b\u003e: \u003cbr\u003eHigh-Performance R shows you how to transform sluggish analyses into lightning-fast workflows. By mastering profiling tools, parallel computing, and C++ extensions via Rcpp, you'll pinpoint bottlenecks and deliver production-grade performance-without abandoning the R ecosystem you love.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eKey Learnings \u0026amp; Benefits: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eLearn to profile R code with profvis and flamegraphs, turning execution data into clear optimization targets.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eApply microbenchmarking and automated tests to measure improvements objectively.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eHarness all your CPU cores using parallel, foreach, and future, then scale to clusters with minimal changes.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eIntegrate C++ extensions seamlessly: use Rcpp to rewrite critical loops, employ RcppParallel and RcppThread for thread-safe speedups, and maintain responsiveness to user interrupts.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003ePackage and deploy high-speed R services: containerize with Docker, set up continuous integration pipelines, and expose APIs via plumber or FastAPI for real-world applications.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eEach chapter combines a concise concept overview, ready-to-run code snippets, and step-by-step explanations-so you can copy, paste, and run immediately. Whether you're an analyst racing deadlines or a package maintainer aiming for peak efficiency, this book equips you with battle-tested techniques straight from the author's toolkit.\u003c\/p\u003e\u003cp\u003eSupercharge your R projects-grab your copy of High-Performance R today and turn slow scripts into high-speed solutions.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e William L. Younker\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798288962462\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/20\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 86\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.36lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.18d","brand":"William L. Younker","offers":[{"title":"Paperback","offer_id":49169598382335,"sku":"9798288962462","price":16.5,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/high-performance-r-william-l-younker-9798288962462","provider":"WR Book House","version":"1.0","type":"link"}