Fat Tail - Pie Chart10 Latency Fat Tail - Pie ChartProducer 2 11 Queue Producer N Consumer 1 Consumer 2 Consumer M time tin tout Queue - Message and time flow Producer 1Lockfree, MPMC Queue - Connecting producers; producers.resize(P); for (auto& p : producers) p = std::thread{producer}; auto consumer = [&]() { unsigned v{0}; for (unsigned x = 0; x < N; ++x) { while ( std::vector consumers; consumers.resize(P); for (auto& c : consumers) c = std::thread{consumer}; for (auto& p : producers) p.join(); for (auto& c : consumers) c.join(); std::cout

ue https://www.dpdk.org/ 3● Single producer: one producer (aka writer) thread ● Single consumer: one consumer (aka reader) thread ● Lock-free: it doesn’t use mutex locks. At any point of time, some if it were connected end-to-end. The oldest entry is processed first. 4 Single Producer Single Consumer Lock-Free Wait-Free Fifo5 Read message from network Handle message Write response to network

Rapid 52 1 2 3 4 5 6 7 8 Outline53 AI User + Usage + CapEx Growth = Unprecedented54 Consumer / User AI Adoption = Unprecedented55 AI User Growth (ChatGPT as Foundational Indicator) = +8x 4/11/25 TED Talk disclosure. Source: OpenAI disclosures 0 400 800 ChatGPT Weekly Active Users, MM Consumer / User AI Adoption = Unprecedented +8x ChatGPT User Growth (MM) – 10/22-4/25, per OpenAI56 AI (5/25) Indexed Years (Internet @ 1 = 1990, ChatGPT App @ 1 = 2023) 90% @ Year 23 90% @ Year 3 Consumer / User AI Adoption = Unprecedented Internet vs. ChatGPT Users – Percent Outside North America (1990-2025)

minor_mode mode. In Conan 2, the one doing modifications to mylib_a can better express whether the consumer mylib_b needs to rebuild or not, based on the version bump (patch version bump will not trigger already installed system-wide? Conan can also help you install these tools and use them to compile consumer projects or other Conan packages. In this case, you can declare this dependency in Conan using a package to declare “Visual Studio” as a default compiler because that is something defined by the end consumer, and unlikely to make sense if they are working in Linux. • options are intended for package-specific

minor_mode mode. In Conan 2, the one doing modifications to mylib_a can better express whether the consumer mylib_b needs to rebuild or not, based on the version bump (patch version bump will not trigger already installed system-wide? Conan can also help you install these tools and use them to compile consumer projects or other Conan packages. In this case, you can declare this dependency in Conan using a package to declare “Visual Studio” as a default compiler because that is something defined by the end consumer, and unlikely to make sense if they are working in Linux. • options are intended for package-specific

len_y)( fern::Compute( fern::Producer( C (x, y, len x, len y) ), fern::Consumer({ A ( x, 0, A.R len, len y), fern::Consumer( B ( 0, y, len x, A.C len) }) )) template void gemm(Matrix len_y)( fern::Compute( fern::Producer( C (x, y, len x, len y) ), fern::Consumer({ A ( x, 0, A.R len, len y), fern::Consumer( B ( 0, y, len x, A.C len) }) )) template void gemm(Matrix len_y)( fern::Compute( fern::Producer( C (x, y, len x, len y) ), fern::Consumer({ A ( x, 0, A.R len, len y), fern::Consumer( B ( 0, y, len x, A.C len) }) )) template void gemm(Matrix

minor_mode mode. In Conan 2, the one doing modifications to mylib_a can better express whether the consumer mylib_b needs to rebuild or not, based on the version bump (patch version bump will not trigger already installed system-wide? Conan can also help you install these tools and use them to compile consumer projects or other Conan packages. In this case, you can declare this dependency in Conan using a package to declare “Visual Studio” as a default compiler because that is something defined by the end consumer, and unlikely to make sense if they are working in Linux. • options are intended for package-specific

minor_mode mode. In Conan 2, the one doing modifications to mylib_a can better express whether the consumer mylib_b needs to rebuild or not, based on the version bump (patch version bump will not trigger already installed system-wide? Conan can also help you install these tools and use them to compile consumer projects or other Conan packages. In this case, you can declare this dependency in Conan using a package to declare “Visual Studio” as a default compiler because that is something defined by the end consumer, and unlikely to make sense if they are working in Linux. • options are intended for package-specific

minor_mode mode. In Conan 2, the one doing modifications to mylib_a can better express whether the consumer mylib_b needs to rebuild or not, based on the version bump (patch version bump will not trigger already installed system-wide? Conan can also help you install these tools and use them to compile consumer projects or other Conan packages. In this case, you can declare this dependency in Conan using a package to declare “Visual Studio” as a default compiler because that is something defined by the end consumer, and unlikely to make sense if they are working in Linux. • options are intended for package-specific

C:/Users/luisc/dev/conan-io/cxx-modules-experimental/fmt-tests/consumer-test/build (venv) PS C:\Users\luisc\dev\conan-io\cxx-modules-experimental\fmt-tests\consumer-test\build> ninja [4/4] Linking CXX executable hello hello.exe (venv) PS C:\Users\luisc\dev\conan-io\cxx-modules-experimental\fmt-tests\consumer-test\build> ./hello.exe Hello, World! From fmt modulePackaging the BMIs - cont’d def package_info(self): fmt.pcm BMI: Binary module interface Packaged module library (built with C++20) importer.cpp Consumer project (C++23) fmt.cc libfmt.a -std=c++20 fmt.pcm fmt.o -std=c++23BMI compatibility fmt.pcm