## Sender Patterns to Wrangle Concurrency in Embedded Devices ## Michael Caisse michael.caisse@intel.com @MichaelCaisse  Sponsorship Provided By millennium think-cell ## Employing Senders and Receivers to Tame Concurrency in Embedded Systems Michael Caisse ![Image](/uploads/documents/b/6/3/4/b634ea0ff3787e922361221add7688ef/p44_1 @CppCon · Aug 29 CppCon 2024 SESSION ANNOUNCEMENT: Sender Patterns to Wrangle Concurrency in Embedded Devices by @MichaelCaisse cppcon2024.sched.com/event/1gZfH/se... Show more ![Image](/uploads/doc

Power of C++ for Efficient Machine Learning on Embedded Devices ADRIAN STANCIU # Leveraging the power of C++ for efficient machine learning on embedded devices Adrian Stanciu adrian.stanciu.pub@gmail.com predictions ▶ Applications: ▶ Computer vision ▶ Medicine ▶ Search engines ## Embedded devices ## ▶ Computing devices designed to perform specific tasks within larger systems ▶ Applications: ▶ Consumer ▶ Low power consumption ▶ May have real-time performance constraints ## Machine learning on embedded devices Alternative to cloud-based machine learning Advantages: ▶ Real-time processing ▶ Low latency

## +24 ## Balancing Efficiency and Flexibility: Cost of Abstractions in Embedded Systems MARCELL JUHASZ  zühlke ## whoami measurement of runtime performance runtime performance (empirical) ## Base Firmware Absolute minimal embedded project: • Main function: • Consists of a single, empty infinite loop • Startup script: • Defines Zero-cost abstractions Architecture matters at runtime Negative-cost abstractions More C++ for the embedded world! Encapsulation Inheritance Dynamic Polymorphism Static Polymorphism template concept

## +23 ## Building Effective Embedded Systems: Architectural Best Practices ## GILI KAMMA ## 20 23 October 01 - 06 ## I am Gili Kamma I love technology & people 20 years of experience R&D Today’s spotlight: Exploring best practices in embedded systems, with a focus on operating systems Today’s spotlight: Exploring best practices in embedded systems, with a focus on operating systems Today’s Today’s take away: Practical tips for building better software, applicable not only to embedded systems but also to software in general ## Every rule presented here comes with an exception Software isn't

group. ##### 5.8.1.3 reference (read-only) unsigned long IBandwidthGroup::reference How many devices/medium attachments use this group. ##### 5.8.1.4 maxBytesPerSec (read/write) long long IBandwi interface. ##### 5.15.1.8 USBDevices (read-only) IUSBDevice IConsole::USBDevices[] Collection of USB devices currently attached to the virtual USB controller. Note: The collection is empty if the machine is 5.15.1.9 remoteUSBDevices (read-only) IHostUSBDevice IConsole::remoteUSBDevices[] List of USB devices currently attached to the remote VRDE client. Once a new device is physically attached to the remote

medical devices are one of the leading causes of serious injury and death in the US. Analysis of human-written descriptions of recalls and adverse event reports reveals safety issues in these devices and provides provides insights on the future challenges in the design of safety-critical devices. Electronic and computer-based devices are deployed widely in clinical and personalized settings, facilitated by shrinking in device complexity and major challenges in reliability, patient safety, and security. Medical devices are often subject to a nonnegligible number of failures with potentially catastrophic impacts on

8.1.3. Embedded Servlet Container Support 290 Servlets, Filters, and Listeners 290 Servlet Context Initialization 290 The ServletWebServerApplicationContext 291 Customizing Embedded Servlet Containers Content 305 Welcome Page 306 Template Engines 306 Error Handling 306 Web Filters 310 8.2.2. Embedded Reactive Server Support 311 Customizing Reactive Servers 311 8.2.3. Reactive Server Resources 340 Data ..... 341 9.1. SQL Databases ..... 341 9.1.1. Configure a DataSource ..... 341 Embedded Database Support ..... 341 Connection to a Production Database ..... 342 DataSource Configuration

Template Engines 278 Error Handling 279 CORS Support 287 8.1.2. JAX-RS and Jersey 288 8.1.3. Embedded Servlet Container Support 290 Servlets, Filters, and Listeners 290 Servlet Context Initialization Initialization 290 The ServletWebServerApplicationContext 291 Customizing Embedded Servlet Containers 292 JSP Limitations 297 8.2. Reactive Web Applications 297 8.2.1. The "Spring Welcome Page 306 Template Engines 306 Error Handling 306 Web Filters 310 8.2.2. Embedded Reactive Server Support 311 Customizing Reactive Servers 311 8.2.3. Reactive Server Resources

HttpMessageWriters Static Content Template Engines Error Handling Custom Error Pages JAX-RS and Jersey Embedded Servlet Container Support Servlets, Filters, and listeners Registering Servlets, Filters, and Scanning for Servlets, Filters, and listeners The ServletWebServerApplicationContext Customizing Embedded Servlet Containers Programmatic Customization Customizing ConfigurableServletWebServerFactory Security OAuth2 Client Actuator Security 29. Working with SQL Databases Configure a DataSource Embedded Database Support Connection to a Production Database Connection to a JNDI DataSource Using JdbcTemplate

Error Handling ..... 135 Web Filters ..... 138 7.7.3. JAX-RS and Jersey ..... 138 7.7.4. Embedded Servlet Container Support ..... 140 Servlets, Filters, and listeners ..... 140 Servlet Context ServletWebServerApplicationContext ..... 141 Customizing Embedded Servlet Containers ..... 142 JSP Limitations ..... 144 7.7.5. Embedded Reactive Server Support ..... 144 7.7.6. Reactive Server ... 159 7.11. Working with SQL Databases ..... 159 7.11.1. Configure a DataSource ..... 159 Embedded Database Support ..... 159 Connection to a Production Database ..... 160 DataSource Configuration