## Sender Patterns to Wrangle Concurrency in Embedded Devices ## Michael Caisse michael.caisse@intel.com @MichaelCaisse  @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/document

Johnson Family of Companies. Big Picture ① Why Safety/Security in C++ ② Medical Device Failure Analysis ③ Brief Intro to Medical Device Standards, Documents, and Reports ④ Safety in C++ and What We Can [Image](/uploads/documents/2/a/9/0/2a900fb0d6944d546745708a2fdab809/p8_5.jpg) ## Medical Device Failures Analysis # Medical Device Failure Analysis 2006-2011 FDA MAUDE database ![Image](/uploads/docume Kalbarczyk | University of Illinois at Urbana-Champaign Jai Raman | Rush University Medical Center Malfunctioning medical devices are one of the leading causes of serious injury and death in the US. Analysis

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 CppCon predictions ▶ Applications: ▶ Computer vision ▶ Medicine ▶ Search engines ## Embedded devices ## ▶ Computing devices designed to perform specific tasks within larger systems ▶ Applications: ▶ Consumer Consumer electronics (e.g. mobile phones, VR headsets) ▶ Home automation (e.g. thermostats) ▶ Medical equipment (e.g. pacemakers) ## ▶ Characteristics: ▶ Limited hardware resources ▶ Low power consumption

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

are taking advantage of global internet rails that are accessible to 5.5B citizens via connected devices; ever-growing digital datasets that have been in the making for over three decades; breakthrough potential device & user base that could end up using AI technology; this includes smartphones, IoT devices, robotics, etc. Source: Weiss et al. 'AI Index: Mapping the $4 Trillion Enterprise Impact' discovery in science► Life planning, memory recall, coordination across all apps and devices.► Drug design, materials synthesis, climate modeling, novel hypothesis testing.5

media-skip-backward ☑ media-skip-forward ☑ media-step-backward ☑ media-step-forward ☑ media-stop ☑ medical-cross ☑ menu ☑ microphone ☑ minus ☑ monitor ☑ moon ☑ move musical-note paperclip pencil people media-skip-backward ☑ media-skip-forward ☑ media-step-backward ☑ media-step-forward ☑ media-stop ☑ medical-cross ☑ menu ☑ microphone ☑ minus ☑ monitor ☑ moon ☑ move musical-note paperclip pencil zure> agent "Device Simulator" as devices #fff AzureEventHub(fareDataEventHub, "Fare Data", "PK: Medallion HackLicense VendorId;

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media-skip-backward ☑ media-skip-forward ☑ media-step-backward ☑ media-step-forward ☑ media-stop ☑ medical-cross ☑ menu ☑ microphone ☑ minus ☑ monitor ☑ moon ☑ move musical-note paperclip pencil people media-skip-backward ☑ media-skip-forward ☑ media-step-backward ☑ media-step-forward ☑ media-stop ☑ medical-cross ☑ menu ☑ microphone ☑ minus ☑ monitor ☑ moon ☑ move musical-note paperclip pencil zure> agent "Device Simulator" as devices #fff AzureEventHub(fareDataEventHub, "Fare Data", "PK: Medallion HackLicense VendorId;

Asia are many Petascale and pre-exascale systems • With many variety of CPUs GPUs FPGAs, custom devices • Often with interconnected usage agreements • Europe EPI: hipSYCL in Leonardo, Lumi and Karolina people - SC industries: automotive, avionics, medical, rail, atomic - Often certified according to standards - Automotive: ISO 26262 Avionics: DO-178C - Medical: IEC 62304 • Standards define safety levels:

released. This premium version is designed to supercharge all scenarios, including edge and embedded devices. It enhances server and cloud computing features, and incorporates key technologies including cloud-native plan to enhance scenario-specific capabilities. By creating a unified OS that supports multiple devices, openEuler hopes to enable a single application development for all scenarios. Continuous Contribution |Architecture|ARM64, x86\_64| |CPU|2 CPUs| |Memory|At least 4 GB| |Drives|At least 20 GB| ## Edge Devices To install openEuler on an edge device, check that the edge device meets the compatibility and hardware