SlideShare una empresa de Scribd logo
1 de 25
Descargar para leer sin conexión
Your systems. 
Working as one.
How to Cut $2M of Your Safety 
Certification Costs
Edwin de Jong, PhD
Modern Unmanned Aircraft Systems
• Network of
– Multiple Unmanned Aerial Vehicles (UAVs)
– Multiple Ground Control Stations (GCS’s)
– Configurable payloads and smart sensors
• Multiple and changing mission 
objectives
• Challenge:
– Make data and capabilities of smart sensors 
accessible to every relevant participant
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 2
UAS Communication Infrastructure
Vehicle LAN
Data Link
Ground Station LAN
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 3
Baseline Capabilities for UAS
Communication Infrastructure
• Open standards based
– Commonality and interoperability
• True peer-to-peer architecture
– No single point of failure or vulnerability
• Portable to any communication media
– RF, optical links, high-speed interconnects
• Available for heterogeneous environments
– Embedded, low-power, small foot-print, RTOS, ARINC 653
– Mainstream OS’s (Windows, Linux) and CPUs (Intel)
• Certifiable component (DO-178C)
– Integration of UAVs in national airspace
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 4
Peer‐To‐Peer Real‐Time DataBus
OMG Data Distribution Service
Control
App
Commands
Sensor
Sensor Data
ActuatorSensor
Sensor Data
Display
App
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 5
Data‐Centric Integration
Distributed Data Model and System State
Source
(Key)
Latitude Longitude Altitude
RADAR1 37.4 -122.0 500.0
UAV2 40.7 -74.0 250.0
LPD3 50.2 -0.7 0.0
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 6
Hundreds Of Applications Rely on DDS
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 7
DO‐178C
• A guideline
• Used by FAA as basis
for certification
– Aircraft are “certified”
– Software code
developed under
DO‐178 provides “certification evidence”
• Increasingly adopted for military aircraft
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 8
DO‐178 Safety Levels
Level Failure Condition
Typical % of 
avionics code 
A
Catastrophic
(may be total loss of aircraft)
15%
B
Hazardous/Severe
(serious injuries)
35%
C
Major
(minor injuries)
30%
D
Minor
(inconvenience)
15%
E No effect 5%
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 9
Certification Costs
• DO‐178 costs $50‐$100 
per ELOC
• Process objectives must 
be met
• All must be documented
• Code must be clean
– Testable
– No dead code
– Deterministic 
Level Process
Objectives
Code Coverage
A 71
Level B and 100% of 
MCDC
B 69
Level C plus 100% of 
DC
C 62
Level D plus 100% 
of SC
D 26
100% of  
Requirements
E 0 None
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 10
Tenets Of Safety‐Critical Software
• Reduce code size
• Consider testability in design
• Design code to be deterministic
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 11
Communication‐Middleware Implications
• Specific implementation with
fewer capabilities
– Reduced ELOC
• Predictable
– No dynamic memory allocation
– Applications preconfigured
• Limited size of distributed system
– Suiting most avionics systems
– Larger size system integration through bridge
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 12
Reducing Middleware Size
• Use efficient data structures
– Optimized for smaller‐scale systems 
– Simpler data structures allow middleware to 
remain small even as new functionality is added
• Balance capabilities versus size
– Include capabilities relevant in safety‐critical 
systems only
– Focus on core capabilities
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 13
Safety‐Certifiable Communication Platform
• Scalable product line
for constrained
environments 
• Certifiable component
– DO‐178C Level A
– ~25K ELOC
• Follows OMG DDS specification
• FACE compliant interface in development
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 14
Certifiable DDS – Core Capabilities
• Support for multiple
domains
• Domain Participant
Factory
– Create/delete Domain
Participants
• Domain Participant
– Create topics (keyed and
keyless)
– Create publications
– Create subscriptions
– Delete contained entities
• Subscription
– Polling
– Notification
– Read/take
• Publication
– Write with or without
timestamp
– Dispose
– Liveliness
• Thread-safe
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 15
Memory Model
Application
Network
DDS middleware
Data Cache
Discovery 
Database
Grows as 
more data 
produced
Grows as 
more nodes 
join
Configure resource limits before creating entities
No memory growth
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 16
Quality of Service (QoS) Support
• Communication protocols
– Best effort
– Reliable with periodic and piggyback heartbeats
• Optional durability
– Last value kept in‐memory by publisher
• Send/receive cache resource configuration
• Publication and subscription deadline
• Ownership and strength
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 17
DDS Discovery
Peer 1 (up)
Peer 2 (down)
Initial peers:
Peer 1
Peer 2
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 18
DDS Discovery – Stage 2
Peer 1 (up)
Peer 2 (down)
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 19
Discovery for Safety‐Critical Systems
Unknown number of participants connecting
Unknown number of remote endpoints
Know which participants are up
Simple protocol
Stage 1: dynamic participant discovery
Stage 2: static loading of endpoints
Quasi‐static discovery
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 20
Certification Evidence
• Plan for Software Aspects of 
Certification (PSAC)
• Software Development Plan (SDP)
– Requirements standards
– Design standards
– Code standards
• Software Verification Plan (SVP)
• Software Configuration 
Management Plan (SCM)
• Software Quality Assurance Plan 
• Software Requirements Data
• Design Description
• Traceability
• SQA Records
• SCM Records
• Software Configuration Index
• Software Verification Cases and 
Procedures
• Software Verification Results
• Software Accomplishment 
Summary
Certification evidence can be re‐used across programs
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 21
Savings from DDS Certification Evidence
30,000 ELOC 20,000 ELOC 10,000 ELOC
Level A $3,000,000 $2,000,000 $1,000,000
Level B $2,550,000 $1,700,000 $850,000
Level C $1,800,000 $1,200,000 $600,000
• DDS certification evidence available at fraction 
of cost
• Availability at start of project also reduces risk
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 22
Summary
• Certifiable DDS designed for safety‐critical 
applications now available
– Connext DDS Cert
– Standards compliant
– Small footprint
• Code is certifiable to DO‐178 Level A
– Minimal lines of code
– Deterministic
• Certification evidence is reusable
4/10/2014 © 2014 REAL‐TIME INNOVATIONS, INC. 23
Your systems. 
Working as one.
Download
Connext
Free Trial
NOW
www.rti.com/downloads
Thank you

Más contenido relacionado

La actualidad más candente

How the fusion of time sensitive networking, time-triggered ethernet and data...
How the fusion of time sensitive networking, time-triggered ethernet and data...How the fusion of time sensitive networking, time-triggered ethernet and data...
How the fusion of time sensitive networking, time-triggered ethernet and data...Real-Time Innovations (RTI)
 
Managing Avionics Safety Certification for Unmanned Aircraft
Managing Avionics Safety Certification for Unmanned AircraftManaging Avionics Safety Certification for Unmanned Aircraft
Managing Avionics Safety Certification for Unmanned AircraftReal-Time Innovations (RTI)
 
Integrating DDS into AXCIOMA, the component approach
Integrating DDS into AXCIOMA, the component approachIntegrating DDS into AXCIOMA, the component approach
Integrating DDS into AXCIOMA, the component approachRemedy IT
 
The Inside Story: How OPC UA and DDS Can Work Together in Industrial Systems
The Inside Story: How OPC UA and DDS Can Work Together in Industrial SystemsThe Inside Story: How OPC UA and DDS Can Work Together in Industrial Systems
The Inside Story: How OPC UA and DDS Can Work Together in Industrial SystemsReal-Time Innovations (RTI)
 
Space Rovers and Surgical Robots: System Architecture Lessons from Mars
Space Rovers and Surgical Robots: System Architecture Lessons from MarsSpace Rovers and Surgical Robots: System Architecture Lessons from Mars
Space Rovers and Surgical Robots: System Architecture Lessons from MarsReal-Time Innovations (RTI)
 
The Inside Story: Leveraging the IIC's Industrial Internet Security Framework
The Inside Story: Leveraging the IIC's Industrial Internet Security FrameworkThe Inside Story: Leveraging the IIC's Industrial Internet Security Framework
The Inside Story: Leveraging the IIC's Industrial Internet Security FrameworkReal-Time Innovations (RTI)
 
Distributed Communication and Control for a Network of Melting Probes in Extr...
Distributed Communication and Control for a Network of Melting Probes in Extr...Distributed Communication and Control for a Network of Melting Probes in Extr...
Distributed Communication and Control for a Network of Melting Probes in Extr...Real-Time Innovations (RTI)
 
Upgrade Your System’s Security - Making the Jump from Connext DDS Professiona...
Upgrade Your System’s Security - Making the Jump from Connext DDS Professiona...Upgrade Your System’s Security - Making the Jump from Connext DDS Professiona...
Upgrade Your System’s Security - Making the Jump from Connext DDS Professiona...Real-Time Innovations (RTI)
 
Weather Information System Airport and Decision Support (WISADS)
Weather Information System Airport and Decision Support (WISADS)Weather Information System Airport and Decision Support (WISADS)
Weather Information System Airport and Decision Support (WISADS)Real-Time Innovations (RTI)
 
Accelerating Safety and Security Certification with FACE™ COTS Solutions
Accelerating Safety and Security Certification with FACE™ COTS SolutionsAccelerating Safety and Security Certification with FACE™ COTS Solutions
Accelerating Safety and Security Certification with FACE™ COTS SolutionsReal-Time Innovations (RTI)
 
Data Distribution Service Security and the Industrial Internet of Things
Data Distribution Service Security and the Industrial Internet of ThingsData Distribution Service Security and the Industrial Internet of Things
Data Distribution Service Security and the Industrial Internet of ThingsReal-Time Innovations (RTI)
 
Don't Architect a Real-Time System that Can't Scale
Don't Architect a Real-Time System that Can't ScaleDon't Architect a Real-Time System that Can't Scale
Don't Architect a Real-Time System that Can't ScaleReal-Time Innovations (RTI)
 
Learn About FACE Aligned Reference Platform: Built on COTS and DO-178C Certif...
Learn About FACE Aligned Reference Platform: Built on COTS and DO-178C Certif...Learn About FACE Aligned Reference Platform: Built on COTS and DO-178C Certif...
Learn About FACE Aligned Reference Platform: Built on COTS and DO-178C Certif...Real-Time Innovations (RTI)
 
Generic Vehicle Architecture – DDS at the Core.
Generic Vehicle Architecture – DDS at the Core.Generic Vehicle Architecture – DDS at the Core.
Generic Vehicle Architecture – DDS at the Core.Real-Time Innovations (RTI)
 
Precise, Predictive, and Connected: DDS and OPC UA – Real-Time Connectivity A...
Precise, Predictive, and Connected: DDS and OPC UA – Real-Time Connectivity A...Precise, Predictive, and Connected: DDS and OPC UA – Real-Time Connectivity A...
Precise, Predictive, and Connected: DDS and OPC UA – Real-Time Connectivity A...Real-Time Innovations (RTI)
 
Embedded Security and the IoT – Challenges, Trends and Solutions
Embedded Security and the IoT – Challenges, Trends and SolutionsEmbedded Security and the IoT – Challenges, Trends and Solutions
Embedded Security and the IoT – Challenges, Trends and SolutionsReal-Time Innovations (RTI)
 
The Low-Risk Path to Building Autonomous Car Architectures
The Low-Risk Path to Building Autonomous Car ArchitecturesThe Low-Risk Path to Building Autonomous Car Architectures
The Low-Risk Path to Building Autonomous Car ArchitecturesReal-Time Innovations (RTI)
 
October Southern CA Road Shows - Build Safe and Secure Distributed Systems
October Southern CA Road Shows -  Build Safe and Secure Distributed SystemsOctober Southern CA Road Shows -  Build Safe and Secure Distributed Systems
October Southern CA Road Shows - Build Safe and Secure Distributed SystemsReal-Time Innovations (RTI)
 

La actualidad más candente (20)

How the fusion of time sensitive networking, time-triggered ethernet and data...
How the fusion of time sensitive networking, time-triggered ethernet and data...How the fusion of time sensitive networking, time-triggered ethernet and data...
How the fusion of time sensitive networking, time-triggered ethernet and data...
 
IoT and M2M Safety and Security
IoT and M2M Safety and Security 	IoT and M2M Safety and Security
IoT and M2M Safety and Security
 
Managing Avionics Safety Certification for Unmanned Aircraft
Managing Avionics Safety Certification for Unmanned AircraftManaging Avionics Safety Certification for Unmanned Aircraft
Managing Avionics Safety Certification for Unmanned Aircraft
 
Integrating DDS into AXCIOMA, the component approach
Integrating DDS into AXCIOMA, the component approachIntegrating DDS into AXCIOMA, the component approach
Integrating DDS into AXCIOMA, the component approach
 
The Inside Story: How OPC UA and DDS Can Work Together in Industrial Systems
The Inside Story: How OPC UA and DDS Can Work Together in Industrial SystemsThe Inside Story: How OPC UA and DDS Can Work Together in Industrial Systems
The Inside Story: How OPC UA and DDS Can Work Together in Industrial Systems
 
Space Rovers and Surgical Robots: System Architecture Lessons from Mars
Space Rovers and Surgical Robots: System Architecture Lessons from MarsSpace Rovers and Surgical Robots: System Architecture Lessons from Mars
Space Rovers and Surgical Robots: System Architecture Lessons from Mars
 
The Inside Story: Leveraging the IIC's Industrial Internet Security Framework
The Inside Story: Leveraging the IIC's Industrial Internet Security FrameworkThe Inside Story: Leveraging the IIC's Industrial Internet Security Framework
The Inside Story: Leveraging the IIC's Industrial Internet Security Framework
 
Distributed Communication and Control for a Network of Melting Probes in Extr...
Distributed Communication and Control for a Network of Melting Probes in Extr...Distributed Communication and Control for a Network of Melting Probes in Extr...
Distributed Communication and Control for a Network of Melting Probes in Extr...
 
Upgrade Your System’s Security - Making the Jump from Connext DDS Professiona...
Upgrade Your System’s Security - Making the Jump from Connext DDS Professiona...Upgrade Your System’s Security - Making the Jump from Connext DDS Professiona...
Upgrade Your System’s Security - Making the Jump from Connext DDS Professiona...
 
Weather Information System Airport and Decision Support (WISADS)
Weather Information System Airport and Decision Support (WISADS)Weather Information System Airport and Decision Support (WISADS)
Weather Information System Airport and Decision Support (WISADS)
 
Accelerating Safety and Security Certification with FACE™ COTS Solutions
Accelerating Safety and Security Certification with FACE™ COTS SolutionsAccelerating Safety and Security Certification with FACE™ COTS Solutions
Accelerating Safety and Security Certification with FACE™ COTS Solutions
 
Data Distribution Service Security and the Industrial Internet of Things
Data Distribution Service Security and the Industrial Internet of ThingsData Distribution Service Security and the Industrial Internet of Things
Data Distribution Service Security and the Industrial Internet of Things
 
Don't Architect a Real-Time System that Can't Scale
Don't Architect a Real-Time System that Can't ScaleDon't Architect a Real-Time System that Can't Scale
Don't Architect a Real-Time System that Can't Scale
 
Learn About FACE Aligned Reference Platform: Built on COTS and DO-178C Certif...
Learn About FACE Aligned Reference Platform: Built on COTS and DO-178C Certif...Learn About FACE Aligned Reference Platform: Built on COTS and DO-178C Certif...
Learn About FACE Aligned Reference Platform: Built on COTS and DO-178C Certif...
 
Generic Vehicle Architecture – DDS at the Core.
Generic Vehicle Architecture – DDS at the Core.Generic Vehicle Architecture – DDS at the Core.
Generic Vehicle Architecture – DDS at the Core.
 
Precise, Predictive, and Connected: DDS and OPC UA – Real-Time Connectivity A...
Precise, Predictive, and Connected: DDS and OPC UA – Real-Time Connectivity A...Precise, Predictive, and Connected: DDS and OPC UA – Real-Time Connectivity A...
Precise, Predictive, and Connected: DDS and OPC UA – Real-Time Connectivity A...
 
Embedded Security and the IoT – Challenges, Trends and Solutions
Embedded Security and the IoT – Challenges, Trends and SolutionsEmbedded Security and the IoT – Challenges, Trends and Solutions
Embedded Security and the IoT – Challenges, Trends and Solutions
 
Introduction to RTI DDS
Introduction to RTI DDSIntroduction to RTI DDS
Introduction to RTI DDS
 
The Low-Risk Path to Building Autonomous Car Architectures
The Low-Risk Path to Building Autonomous Car ArchitecturesThe Low-Risk Path to Building Autonomous Car Architectures
The Low-Risk Path to Building Autonomous Car Architectures
 
October Southern CA Road Shows - Build Safe and Secure Distributed Systems
October Southern CA Road Shows -  Build Safe and Secure Distributed SystemsOctober Southern CA Road Shows -  Build Safe and Secure Distributed Systems
October Southern CA Road Shows - Build Safe and Secure Distributed Systems
 

Similar a How to Cut $2 Million of Your Safety Cert Costs

Data Distribution Platform for Reconfigurable Unmanned Aircraft Systems
Data Distribution Platform for Reconfigurable Unmanned Aircraft SystemsData Distribution Platform for Reconfigurable Unmanned Aircraft Systems
Data Distribution Platform for Reconfigurable Unmanned Aircraft SystemsReal-Time Innovations (RTI)
 
Connected Medical Devices in the Internet of Things
Connected Medical Devices in the Internet of ThingsConnected Medical Devices in the Internet of Things
Connected Medical Devices in the Internet of ThingsReal-Time Innovations (RTI)
 
Why is DDS the Right Communications Standard for the Industrial Internet?
Why is DDS the Right Communications Standard for the Industrial Internet?Why is DDS the Right Communications Standard for the Industrial Internet?
Why is DDS the Right Communications Standard for the Industrial Internet?Real-Time Innovations (RTI)
 
NFV Linaro Connect Keynote
NFV Linaro Connect KeynoteNFV Linaro Connect Keynote
NFV Linaro Connect KeynoteLinaro
 
Secure IOT Gateway
Secure IOT GatewaySecure IOT Gateway
Secure IOT GatewayLF Events
 
Slash Avionics Integration Costs with DO-178C Certifiable Connectivity Software
Slash Avionics Integration Costs with DO-178C Certifiable Connectivity SoftwareSlash Avionics Integration Costs with DO-178C Certifiable Connectivity Software
Slash Avionics Integration Costs with DO-178C Certifiable Connectivity SoftwareReal-Time Innovations (RTI)
 
Innovations in Edge Computing and MEC
Innovations in Edge Computing and MECInnovations in Edge Computing and MEC
Innovations in Edge Computing and MECSabidur Rahman
 
What is Your Edge From the Cloud to the Edge, Extending Your Reach
What is Your Edge From the Cloud to the Edge, Extending Your ReachWhat is Your Edge From the Cloud to the Edge, Extending Your Reach
What is Your Edge From the Cloud to the Edge, Extending Your ReachSUSE
 
DavidShaffer-ResumeNew
DavidShaffer-ResumeNewDavidShaffer-ResumeNew
DavidShaffer-ResumeNewDavid Shaffer
 
Locationless data science on a modern secure edge
Locationless data science on a modern secure edgeLocationless data science on a modern secure edge
Locationless data science on a modern secure edgeJohn Archer
 
Spirent CloudStress - One click cloud validation
Spirent CloudStress - One click cloud validationSpirent CloudStress - One click cloud validation
Spirent CloudStress - One click cloud validationMalathi Malla
 
Enabling the Deployment of Edge Services with the Open Network Edge Services ...
Enabling the Deployment of Edge Services with the Open Network Edge Services ...Enabling the Deployment of Edge Services with the Open Network Edge Services ...
Enabling the Deployment of Edge Services with the Open Network Edge Services ...Liz Warner
 
“Open Standards Unleash Hardware Acceleration for Embedded Vision,” a Present...
“Open Standards Unleash Hardware Acceleration for Embedded Vision,” a Present...“Open Standards Unleash Hardware Acceleration for Embedded Vision,” a Present...
“Open Standards Unleash Hardware Acceleration for Embedded Vision,” a Present...Edge AI and Vision Alliance
 

Similar a How to Cut $2 Million of Your Safety Cert Costs (20)

Data Distribution Platform for Reconfigurable Unmanned Aircraft Systems
Data Distribution Platform for Reconfigurable Unmanned Aircraft SystemsData Distribution Platform for Reconfigurable Unmanned Aircraft Systems
Data Distribution Platform for Reconfigurable Unmanned Aircraft Systems
 
Connected Medical Devices in the Internet of Things
Connected Medical Devices in the Internet of ThingsConnected Medical Devices in the Internet of Things
Connected Medical Devices in the Internet of Things
 
Why is DDS the Right Communications Standard for the Industrial Internet?
Why is DDS the Right Communications Standard for the Industrial Internet?Why is DDS the Right Communications Standard for the Industrial Internet?
Why is DDS the Right Communications Standard for the Industrial Internet?
 
Understanding the Internet of Things Protocols
Understanding the Internet of Things ProtocolsUnderstanding the Internet of Things Protocols
Understanding the Internet of Things Protocols
 
An introduction to the prpl foundation
An introduction to the prpl foundationAn introduction to the prpl foundation
An introduction to the prpl foundation
 
2015Resume
2015Resume2015Resume
2015Resume
 
Advancing Active Safety for Next-Gen Automotive
Advancing Active Safety for Next-Gen AutomotiveAdvancing Active Safety for Next-Gen Automotive
Advancing Active Safety for Next-Gen Automotive
 
NFV Linaro Connect Keynote
NFV Linaro Connect KeynoteNFV Linaro Connect Keynote
NFV Linaro Connect Keynote
 
Secure IOT Gateway
Secure IOT GatewaySecure IOT Gateway
Secure IOT Gateway
 
Slash Avionics Integration Costs with DO-178C Certifiable Connectivity Software
Slash Avionics Integration Costs with DO-178C Certifiable Connectivity SoftwareSlash Avionics Integration Costs with DO-178C Certifiable Connectivity Software
Slash Avionics Integration Costs with DO-178C Certifiable Connectivity Software
 
AE8751 - Unit II.pdf
AE8751 - Unit II.pdfAE8751 - Unit II.pdf
AE8751 - Unit II.pdf
 
Innovations in Edge Computing and MEC
Innovations in Edge Computing and MECInnovations in Edge Computing and MEC
Innovations in Edge Computing and MEC
 
What is Your Edge From the Cloud to the Edge, Extending Your Reach
What is Your Edge From the Cloud to the Edge, Extending Your ReachWhat is Your Edge From the Cloud to the Edge, Extending Your Reach
What is Your Edge From the Cloud to the Edge, Extending Your Reach
 
Smart grid oct10 sso
Smart grid oct10 ssoSmart grid oct10 sso
Smart grid oct10 sso
 
Smart grid oct10 sso
Smart grid oct10 ssoSmart grid oct10 sso
Smart grid oct10 sso
 
DavidShaffer-ResumeNew
DavidShaffer-ResumeNewDavidShaffer-ResumeNew
DavidShaffer-ResumeNew
 
Locationless data science on a modern secure edge
Locationless data science on a modern secure edgeLocationless data science on a modern secure edge
Locationless data science on a modern secure edge
 
Spirent CloudStress - One click cloud validation
Spirent CloudStress - One click cloud validationSpirent CloudStress - One click cloud validation
Spirent CloudStress - One click cloud validation
 
Enabling the Deployment of Edge Services with the Open Network Edge Services ...
Enabling the Deployment of Edge Services with the Open Network Edge Services ...Enabling the Deployment of Edge Services with the Open Network Edge Services ...
Enabling the Deployment of Edge Services with the Open Network Edge Services ...
 
“Open Standards Unleash Hardware Acceleration for Embedded Vision,” a Present...
“Open Standards Unleash Hardware Acceleration for Embedded Vision,” a Present...“Open Standards Unleash Hardware Acceleration for Embedded Vision,” a Present...
“Open Standards Unleash Hardware Acceleration for Embedded Vision,” a Present...
 

Más de Real-Time Innovations (RTI)

The Inside Story: How the IIC’s Connectivity Framework Guides IIoT Connectivi...
The Inside Story: How the IIC’s Connectivity Framework Guides IIoT Connectivi...The Inside Story: How the IIC’s Connectivity Framework Guides IIoT Connectivi...
The Inside Story: How the IIC’s Connectivity Framework Guides IIoT Connectivi...Real-Time Innovations (RTI)
 
ISO 26262 Approval of Automotive Software Components
ISO 26262 Approval of Automotive Software ComponentsISO 26262 Approval of Automotive Software Components
ISO 26262 Approval of Automotive Software ComponentsReal-Time Innovations (RTI)
 
Cybersecurity Spotlight: Looking under the Hood at Data Breaches and Hardenin...
Cybersecurity Spotlight: Looking under the Hood at Data Breaches and Hardenin...Cybersecurity Spotlight: Looking under the Hood at Data Breaches and Hardenin...
Cybersecurity Spotlight: Looking under the Hood at Data Breaches and Hardenin...Real-Time Innovations (RTI)
 
The Inside Story: GE Healthcare's Industrial Internet of Things (IoT) Archite...
The Inside Story: GE Healthcare's Industrial Internet of Things (IoT) Archite...The Inside Story: GE Healthcare's Industrial Internet of Things (IoT) Archite...
The Inside Story: GE Healthcare's Industrial Internet of Things (IoT) Archite...Real-Time Innovations (RTI)
 
Integrating DDS into AXCIOMA - The Component Approach
Integrating DDS into AXCIOMA - The Component ApproachIntegrating DDS into AXCIOMA - The Component Approach
Integrating DDS into AXCIOMA - The Component ApproachReal-Time Innovations (RTI)
 
MiroSurge: Research Platform for Robotic Surgery
MiroSurge: Research Platform for Robotic SurgeryMiroSurge: Research Platform for Robotic Surgery
MiroSurge: Research Platform for Robotic SurgeryReal-Time Innovations (RTI)
 

Más de Real-Time Innovations (RTI) (9)

A Tour of RTI Applications
A Tour of RTI ApplicationsA Tour of RTI Applications
A Tour of RTI Applications
 
The Inside Story: How the IIC’s Connectivity Framework Guides IIoT Connectivi...
The Inside Story: How the IIC’s Connectivity Framework Guides IIoT Connectivi...The Inside Story: How the IIC’s Connectivity Framework Guides IIoT Connectivi...
The Inside Story: How the IIC’s Connectivity Framework Guides IIoT Connectivi...
 
ISO 26262 Approval of Automotive Software Components
ISO 26262 Approval of Automotive Software ComponentsISO 26262 Approval of Automotive Software Components
ISO 26262 Approval of Automotive Software Components
 
Cyber Security for the Connected Car
Cyber Security for the Connected Car Cyber Security for the Connected Car
Cyber Security for the Connected Car
 
Cybersecurity Spotlight: Looking under the Hood at Data Breaches and Hardenin...
Cybersecurity Spotlight: Looking under the Hood at Data Breaches and Hardenin...Cybersecurity Spotlight: Looking under the Hood at Data Breaches and Hardenin...
Cybersecurity Spotlight: Looking under the Hood at Data Breaches and Hardenin...
 
The Inside Story: GE Healthcare's Industrial Internet of Things (IoT) Archite...
The Inside Story: GE Healthcare's Industrial Internet of Things (IoT) Archite...The Inside Story: GE Healthcare's Industrial Internet of Things (IoT) Archite...
The Inside Story: GE Healthcare's Industrial Internet of Things (IoT) Archite...
 
Tech Mahindra - Connected Engineering
Tech Mahindra - Connected EngineeringTech Mahindra - Connected Engineering
Tech Mahindra - Connected Engineering
 
Integrating DDS into AXCIOMA - The Component Approach
Integrating DDS into AXCIOMA - The Component ApproachIntegrating DDS into AXCIOMA - The Component Approach
Integrating DDS into AXCIOMA - The Component Approach
 
MiroSurge: Research Platform for Robotic Surgery
MiroSurge: Research Platform for Robotic SurgeryMiroSurge: Research Platform for Robotic Surgery
MiroSurge: Research Platform for Robotic Surgery
 

Último

Watermarking in Source Code: Applications and Security Challenges
Watermarking in Source Code: Applications and Security ChallengesWatermarking in Source Code: Applications and Security Challenges
Watermarking in Source Code: Applications and Security ChallengesShyamsundar Das
 
Optimizing Business Potential: A Guide to Outsourcing Engineering Services in...
Optimizing Business Potential: A Guide to Outsourcing Engineering Services in...Optimizing Business Potential: A Guide to Outsourcing Engineering Services in...
Optimizing Business Potential: A Guide to Outsourcing Engineering Services in...Jaydeep Chhasatia
 
Fields in Java and Kotlin and what to expect.pptx
Fields in Java and Kotlin and what to expect.pptxFields in Java and Kotlin and what to expect.pptx
Fields in Java and Kotlin and what to expect.pptxJoão Esperancinha
 
How Does the Epitome of Spyware Differ from Other Malicious Software?
How Does the Epitome of Spyware Differ from Other Malicious Software?How Does the Epitome of Spyware Differ from Other Malicious Software?
How Does the Epitome of Spyware Differ from Other Malicious Software?AmeliaSmith90
 
Kawika Technologies pvt ltd Software Development Company in Trivandrum
Kawika Technologies pvt ltd Software Development Company in TrivandrumKawika Technologies pvt ltd Software Development Company in Trivandrum
Kawika Technologies pvt ltd Software Development Company in TrivandrumKawika Technologies
 
AI Embracing Every Shade of Human Beauty
AI Embracing Every Shade of Human BeautyAI Embracing Every Shade of Human Beauty
AI Embracing Every Shade of Human BeautyRaymond Okyere-Forson
 
Streamlining Your Application Builds with Cloud Native Buildpacks
Streamlining Your Application Builds  with Cloud Native BuildpacksStreamlining Your Application Builds  with Cloud Native Buildpacks
Streamlining Your Application Builds with Cloud Native BuildpacksVish Abrams
 
Leveraging DxSherpa's Generative AI Services to Unlock Human-Machine Harmony
Leveraging DxSherpa's Generative AI Services to Unlock Human-Machine HarmonyLeveraging DxSherpa's Generative AI Services to Unlock Human-Machine Harmony
Leveraging DxSherpa's Generative AI Services to Unlock Human-Machine Harmonyelliciumsolutionspun
 
Top Software Development Trends in 2024
Top Software Development Trends in  2024Top Software Development Trends in  2024
Top Software Development Trends in 2024Mind IT Systems
 
Your Vision, Our Expertise: TECUNIQUE's Tailored Software Teams
Your Vision, Our Expertise: TECUNIQUE's Tailored Software TeamsYour Vision, Our Expertise: TECUNIQUE's Tailored Software Teams
Your Vision, Our Expertise: TECUNIQUE's Tailored Software TeamsJaydeep Chhasatia
 
Big Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/ML
Big Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/MLBig Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/ML
Big Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/MLAlluxio, Inc.
 
Growing Oxen: channel operators and retries
Growing Oxen: channel operators and retriesGrowing Oxen: channel operators and retries
Growing Oxen: channel operators and retriesSoftwareMill
 
Why Choose Brain Inventory For Ecommerce Development.pdf
Why Choose Brain Inventory For Ecommerce Development.pdfWhy Choose Brain Inventory For Ecommerce Development.pdf
Why Choose Brain Inventory For Ecommerce Development.pdfBrain Inventory
 
Transforming PMO Success with AI - Discover OnePlan Strategic Portfolio Work ...
Transforming PMO Success with AI - Discover OnePlan Strategic Portfolio Work ...Transforming PMO Success with AI - Discover OnePlan Strategic Portfolio Work ...
Transforming PMO Success with AI - Discover OnePlan Strategic Portfolio Work ...OnePlan Solutions
 
Webinar_050417_LeClair12345666777889.ppt
Webinar_050417_LeClair12345666777889.pptWebinar_050417_LeClair12345666777889.ppt
Webinar_050417_LeClair12345666777889.pptkinjal48
 
Cybersecurity Challenges with Generative AI - for Good and Bad
Cybersecurity Challenges with Generative AI - for Good and BadCybersecurity Challenges with Generative AI - for Good and Bad
Cybersecurity Challenges with Generative AI - for Good and BadIvo Andreev
 
eAuditor Audits & Inspections - conduct field inspections
eAuditor Audits & Inspections - conduct field inspectionseAuditor Audits & Inspections - conduct field inspections
eAuditor Audits & Inspections - conduct field inspectionsNirav Modi
 
ARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdf
ARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdfARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdf
ARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdfTobias Schneck
 
Sales Territory Management: A Definitive Guide to Expand Sales Coverage
Sales Territory Management: A Definitive Guide to Expand Sales CoverageSales Territory Management: A Definitive Guide to Expand Sales Coverage
Sales Territory Management: A Definitive Guide to Expand Sales CoverageDista
 

Último (20)

Watermarking in Source Code: Applications and Security Challenges
Watermarking in Source Code: Applications and Security ChallengesWatermarking in Source Code: Applications and Security Challenges
Watermarking in Source Code: Applications and Security Challenges
 
Optimizing Business Potential: A Guide to Outsourcing Engineering Services in...
Optimizing Business Potential: A Guide to Outsourcing Engineering Services in...Optimizing Business Potential: A Guide to Outsourcing Engineering Services in...
Optimizing Business Potential: A Guide to Outsourcing Engineering Services in...
 
Fields in Java and Kotlin and what to expect.pptx
Fields in Java and Kotlin and what to expect.pptxFields in Java and Kotlin and what to expect.pptx
Fields in Java and Kotlin and what to expect.pptx
 
How Does the Epitome of Spyware Differ from Other Malicious Software?
How Does the Epitome of Spyware Differ from Other Malicious Software?How Does the Epitome of Spyware Differ from Other Malicious Software?
How Does the Epitome of Spyware Differ from Other Malicious Software?
 
Kawika Technologies pvt ltd Software Development Company in Trivandrum
Kawika Technologies pvt ltd Software Development Company in TrivandrumKawika Technologies pvt ltd Software Development Company in Trivandrum
Kawika Technologies pvt ltd Software Development Company in Trivandrum
 
AI Embracing Every Shade of Human Beauty
AI Embracing Every Shade of Human BeautyAI Embracing Every Shade of Human Beauty
AI Embracing Every Shade of Human Beauty
 
Streamlining Your Application Builds with Cloud Native Buildpacks
Streamlining Your Application Builds  with Cloud Native BuildpacksStreamlining Your Application Builds  with Cloud Native Buildpacks
Streamlining Your Application Builds with Cloud Native Buildpacks
 
Leveraging DxSherpa's Generative AI Services to Unlock Human-Machine Harmony
Leveraging DxSherpa's Generative AI Services to Unlock Human-Machine HarmonyLeveraging DxSherpa's Generative AI Services to Unlock Human-Machine Harmony
Leveraging DxSherpa's Generative AI Services to Unlock Human-Machine Harmony
 
Top Software Development Trends in 2024
Top Software Development Trends in  2024Top Software Development Trends in  2024
Top Software Development Trends in 2024
 
Salesforce AI Associate Certification.pptx
Salesforce AI Associate Certification.pptxSalesforce AI Associate Certification.pptx
Salesforce AI Associate Certification.pptx
 
Your Vision, Our Expertise: TECUNIQUE's Tailored Software Teams
Your Vision, Our Expertise: TECUNIQUE's Tailored Software TeamsYour Vision, Our Expertise: TECUNIQUE's Tailored Software Teams
Your Vision, Our Expertise: TECUNIQUE's Tailored Software Teams
 
Big Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/ML
Big Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/MLBig Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/ML
Big Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/ML
 
Growing Oxen: channel operators and retries
Growing Oxen: channel operators and retriesGrowing Oxen: channel operators and retries
Growing Oxen: channel operators and retries
 
Why Choose Brain Inventory For Ecommerce Development.pdf
Why Choose Brain Inventory For Ecommerce Development.pdfWhy Choose Brain Inventory For Ecommerce Development.pdf
Why Choose Brain Inventory For Ecommerce Development.pdf
 
Transforming PMO Success with AI - Discover OnePlan Strategic Portfolio Work ...
Transforming PMO Success with AI - Discover OnePlan Strategic Portfolio Work ...Transforming PMO Success with AI - Discover OnePlan Strategic Portfolio Work ...
Transforming PMO Success with AI - Discover OnePlan Strategic Portfolio Work ...
 
Webinar_050417_LeClair12345666777889.ppt
Webinar_050417_LeClair12345666777889.pptWebinar_050417_LeClair12345666777889.ppt
Webinar_050417_LeClair12345666777889.ppt
 
Cybersecurity Challenges with Generative AI - for Good and Bad
Cybersecurity Challenges with Generative AI - for Good and BadCybersecurity Challenges with Generative AI - for Good and Bad
Cybersecurity Challenges with Generative AI - for Good and Bad
 
eAuditor Audits & Inspections - conduct field inspections
eAuditor Audits & Inspections - conduct field inspectionseAuditor Audits & Inspections - conduct field inspections
eAuditor Audits & Inspections - conduct field inspections
 
ARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdf
ARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdfARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdf
ARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdf
 
Sales Territory Management: A Definitive Guide to Expand Sales Coverage
Sales Territory Management: A Definitive Guide to Expand Sales CoverageSales Territory Management: A Definitive Guide to Expand Sales Coverage
Sales Territory Management: A Definitive Guide to Expand Sales Coverage
 

How to Cut $2 Million of Your Safety Cert Costs