This document provides an overview of CSIRO, the Commonwealth Scientific and Industrial Research Organisation of Australia. Some key points:
- CSIRO has over 5000 staff located across 57 sites in Australia, with an annual budget of over $1 billion.
- It undertakes $500 million of externally funded research each year and is ranked in the top 1% of global research institutions in 14 fields and top 0.1% in 4 fields.
- CSIRO has a broad research portfolio spanning areas like health, manufacturing, mining, environment and more. Some notable past inventions include extended wear contact lenses, polymer banknotes, and flu treatment Relenza.
- Internationally, CSIRO collabor
To beat the Industry 4.0 movement in Germany the South Koreans under the Creative Economy Engine Project started the MII 3.0. The basic motto is to develop the Industries especially the SME sector to Industry 4.0 standards but also include emphasis on areas where Korea is very strong such as automotive industries and Ship building Industries.
To beat the Industry 4.0 movement in Germany the South Koreans under the Creative Economy Engine Project started the MII 3.0. The basic motto is to develop the Industries especially the SME sector to Industry 4.0 standards but also include emphasis on areas where Korea is very strong such as automotive industries and Ship building Industries.
This demo was featured at the Grace Hopper Conference in October 2016. Members of the Cisco IoT Engineering team designed, sourced, and built the demo from concept to finish.
The Reality Behind Industrial Augmented Reality WearablesDAQRI
DAQRI is proving augmented reality is no longer a gimmick with industry-leading solutions that are changing the way we communicate and convey information. DAQRI recently unveiled the Smart Helmet, a professional-grade head-mounted display for industrial environments. Through the Smart Helmet, work instructions are seamlessly overlaid on top of real-world environments, improving workers’ productivity, safety and efficiency. With high resolution 3D sensors, 360 degree navigating cameras and battery life that lasts an entire shift, the Smart Helmet is the world’s first wearable human machine interface.
Co-Founder and Managing Director of DAQRI International Gaia Dempsey gave this keynote at the Wearable Technology Show in London on March 10, 2015.
Digital Twin - What is it and how can it help us?Shaun West
RQ: What services can be provided (by whom and to who) through (or adopting, or developing) the digital twin concepts?
Our focus is long-life capital equipment
Consider the whole life cycle
Apply Service Dominant Logic in the assessment
Consider technical and business hierarchies
Mike McBride will provide a look at the Industrial IoT (IIoT) landscape and the OT/IT convergence. He will cover several use cases including healthcare, entertainment and smart buildings. He will cover the challenges IIoT networking faces with emerging technologies and how edge computing will provide increased performance, security and reliability. Mike will discuss the various Edge Computing standards & opensource forums along with proposed architectures. And Mike will present new solutions being proposed (ICN, slicing, Blockchain) to support the bandwidth, latency and security requirements within Industrial verticals.
About the speaker: As Sr. Director of Innovation & Strategy, within Huawei's IP Network BU, Mike leads Industrial IoT, Edge Computing and IP/SDN architecture, standardization, and strategy across product lines and industry forums. He leads architecture and standardization activities within the IIc and BBF and has served as an IETF Working Group chair for 15 years. Mike has led emerging technology projects within opensource communities and played a key role in the formation of OPEN-O (Now ONAP). He is an Ericsson alum where he developed and directed SDN/NFV network architectures. And for many years with Cisco, Mike supported customers, worked in development teams and managed mobility, wireless and video projects across BUs. Mike began his career supporting customers at Apple Computer. He resides in Orange County, CA
The walls of the data center are dissolving. Every device on the planet will eventually contain a computer, be connected to the net & be managed via intelligent software. IoT will change everything, especially how products are manufactured, sold & serviced. This presentation covers the impact that technology will have on society over the next 7 to 10 years.
We are inundated with tech buzz words –cloud computing, big data, predictive analytics. They might be the next “big thing” for your business, if your methods of data capture and manipulation are world-class. This practical session will explore ways you can fully leverage these trends.
Selected Topics
Modern Artificial Intelligence 1980s-2021 and Beyond
A Vision for the Next Decade of Computing
The Next Decade in AI: Four Steps Toward Robust Artificial Intelligence
Keras and TensorFlow: The Next Five Years
A Vision for the Future of ML Frameworks
AI Implementation at Scale: Lessons from the Front Lines
A Future with Self-Driving Vehicles
Advances in Renewable Energy: Enabling Our Decarbonized Energy Future with Technology Innovations and Smart Operations
Accelerating Health Care at Bayer with Science@Scale and Federated Learning
Large-Scale Deep Learning Recommendation Models at Facebook
Is AI at the Edge the Killer App for 5G?
Deep Learning for Anomaly Detection
From Storytelling to StoryLiving: A Vision for the Future of Immersive Entertainment
A New Era in Virtual Cinematography
Digital Transformation Is Here: Augmenting Human Capacity with Exponential Compute
Rethinking Drug Discovery in the Era of Digital Biology
Representation Learning for Autonomous Robots
Architecting the Secure Accelerated Data Center of the Future
Convergence of AI and HPC to Solve Grand Challenge Science Problems
Presenting US HHS Artificial Intelligence Strategy 2021: AI Mission and Ambition Commentary by the CAIO
Being a Digital Industrial By Anthony Thomas, Group Chief Information Officer...Rahul Neel Mani
Learn about the story of transformation, both inside and outside of GE. The GE Digital Hubs are a transformation for the company and the Digital Industrial. They are a transformation of the culture of our people.
World of Watson 2016 - Internet of (Things) TomorrowKeith Redman
According to Forbes Magazine, in 2008 the number of devices connected to the internet first exceeded the number of Humans connect to the internet. Since then, the Internet has exploded with the number of 'Things' connected to it and communicating across it. That data is a treasure for those who know how to mine it. Check out these sessions on Analytics in the Internet of Tomorrow.
The Eclipse M2M IWG and Standards for the Internet of ThingsWerner Keil
This session highlights how the M2M IWG can play a role in the Internet of Things and Distributed Sensor Web as well as related technologies like Smart Home, Automotive or Transport/Logistics (allowing containers to automatically notify you if e.g. their temperature changes beyond a healthy range;-) We demonstrate how existing Java standards like JSR 256 (Mobile Sensor API) can be improved or replaced towards a new generation of Java Embedded and Mobile.
Taking technologies like the IEEE 1451 "Smart Sensor" standard into consideration, as well as OGC standards like SensorML or The Unified Code for Units of Measurement (UCUM) allowing type and context safe data transfer using various formats and protocols, whether it is XML, JSON or specific M2M protocols like MQTT or OMA-DM.
AI for Manufacturing (Machine Vision, Edge AI, Federated Learning)byteLAKE
This is the extended presentation about byteLAKE's and Lenovo's Artificial Intelligence solutions for Manufacturing.
Topics covered: AI strategy for manufacturing, Edge AI, Federated Learning and Machine Vision.
It's the first publication in the upcoming series: AI for Manufacturing. Highlights: AI-assisted quality monitoring automation, AI-assisted production line monitoring and issues detection, AI-assisted measurements, Intelligent Cameras and many more. Reach out to us to learn more: welcome@byteLAKE.com.
Presented during the world's first Federated Learning conference (Jun'20). Recording: https://youtu.be/IMqRIi45dDA
Related articles:
- Revolution in factories: Industry 4.0.
https://medium.com/@marcrojek/revolution-in-factories-industry-4-0-conference-made-in-wroclaw-2020-translation-ae96e5e14d55
- Cognitive Automation helps where RPAs fall short.
https://medium.com/@marcrojek/cognitive-automation-helps-where-rpas-fall-short-a1c5a01a66f8
- Machine Vision, how AI brings value to industries.
https://medium.com/@marcrojek/machine-vision-how-ai-brings-value-to-industries-e6a4f8e56f42
Learn more:
- https://www.bytelake.com/en/cognitive-services/
- https://www.lenovo.com/ai
- https://federatedlearningconference.com/
Presentation given at PrefabAus 2014. http://www.prefabaus.org.au/conference/
The material has been sourced from a number of researcher, including: Nico Adams, Robert Zlot, Paul Flick, Alberto Elfes, Laurent Lefort, Sarah King, Peter King, Peter Kambourios, Craig James, Leila Alem, Swee Mak.
Presentation for ED Toolbox “Future of Work, Innovation Pathways and Climate Change Initiatives” project at the Precinct, Level 2, 315, Brunswick St, Fortitude Valley, 4006 on Tuesday, February 25th at 2.30-4.30pm.
Here are the videos: https://www.youtube.com/watch?v=fivY-ZlO1vI&feature=emb_logo
and https://vimeo.com/368704905
This demo was featured at the Grace Hopper Conference in October 2016. Members of the Cisco IoT Engineering team designed, sourced, and built the demo from concept to finish.
The Reality Behind Industrial Augmented Reality WearablesDAQRI
DAQRI is proving augmented reality is no longer a gimmick with industry-leading solutions that are changing the way we communicate and convey information. DAQRI recently unveiled the Smart Helmet, a professional-grade head-mounted display for industrial environments. Through the Smart Helmet, work instructions are seamlessly overlaid on top of real-world environments, improving workers’ productivity, safety and efficiency. With high resolution 3D sensors, 360 degree navigating cameras and battery life that lasts an entire shift, the Smart Helmet is the world’s first wearable human machine interface.
Co-Founder and Managing Director of DAQRI International Gaia Dempsey gave this keynote at the Wearable Technology Show in London on March 10, 2015.
Digital Twin - What is it and how can it help us?Shaun West
RQ: What services can be provided (by whom and to who) through (or adopting, or developing) the digital twin concepts?
Our focus is long-life capital equipment
Consider the whole life cycle
Apply Service Dominant Logic in the assessment
Consider technical and business hierarchies
Mike McBride will provide a look at the Industrial IoT (IIoT) landscape and the OT/IT convergence. He will cover several use cases including healthcare, entertainment and smart buildings. He will cover the challenges IIoT networking faces with emerging technologies and how edge computing will provide increased performance, security and reliability. Mike will discuss the various Edge Computing standards & opensource forums along with proposed architectures. And Mike will present new solutions being proposed (ICN, slicing, Blockchain) to support the bandwidth, latency and security requirements within Industrial verticals.
About the speaker: As Sr. Director of Innovation & Strategy, within Huawei's IP Network BU, Mike leads Industrial IoT, Edge Computing and IP/SDN architecture, standardization, and strategy across product lines and industry forums. He leads architecture and standardization activities within the IIc and BBF and has served as an IETF Working Group chair for 15 years. Mike has led emerging technology projects within opensource communities and played a key role in the formation of OPEN-O (Now ONAP). He is an Ericsson alum where he developed and directed SDN/NFV network architectures. And for many years with Cisco, Mike supported customers, worked in development teams and managed mobility, wireless and video projects across BUs. Mike began his career supporting customers at Apple Computer. He resides in Orange County, CA
The walls of the data center are dissolving. Every device on the planet will eventually contain a computer, be connected to the net & be managed via intelligent software. IoT will change everything, especially how products are manufactured, sold & serviced. This presentation covers the impact that technology will have on society over the next 7 to 10 years.
We are inundated with tech buzz words –cloud computing, big data, predictive analytics. They might be the next “big thing” for your business, if your methods of data capture and manipulation are world-class. This practical session will explore ways you can fully leverage these trends.
Selected Topics
Modern Artificial Intelligence 1980s-2021 and Beyond
A Vision for the Next Decade of Computing
The Next Decade in AI: Four Steps Toward Robust Artificial Intelligence
Keras and TensorFlow: The Next Five Years
A Vision for the Future of ML Frameworks
AI Implementation at Scale: Lessons from the Front Lines
A Future with Self-Driving Vehicles
Advances in Renewable Energy: Enabling Our Decarbonized Energy Future with Technology Innovations and Smart Operations
Accelerating Health Care at Bayer with Science@Scale and Federated Learning
Large-Scale Deep Learning Recommendation Models at Facebook
Is AI at the Edge the Killer App for 5G?
Deep Learning for Anomaly Detection
From Storytelling to StoryLiving: A Vision for the Future of Immersive Entertainment
A New Era in Virtual Cinematography
Digital Transformation Is Here: Augmenting Human Capacity with Exponential Compute
Rethinking Drug Discovery in the Era of Digital Biology
Representation Learning for Autonomous Robots
Architecting the Secure Accelerated Data Center of the Future
Convergence of AI and HPC to Solve Grand Challenge Science Problems
Presenting US HHS Artificial Intelligence Strategy 2021: AI Mission and Ambition Commentary by the CAIO
Being a Digital Industrial By Anthony Thomas, Group Chief Information Officer...Rahul Neel Mani
Learn about the story of transformation, both inside and outside of GE. The GE Digital Hubs are a transformation for the company and the Digital Industrial. They are a transformation of the culture of our people.
World of Watson 2016 - Internet of (Things) TomorrowKeith Redman
According to Forbes Magazine, in 2008 the number of devices connected to the internet first exceeded the number of Humans connect to the internet. Since then, the Internet has exploded with the number of 'Things' connected to it and communicating across it. That data is a treasure for those who know how to mine it. Check out these sessions on Analytics in the Internet of Tomorrow.
The Eclipse M2M IWG and Standards for the Internet of ThingsWerner Keil
This session highlights how the M2M IWG can play a role in the Internet of Things and Distributed Sensor Web as well as related technologies like Smart Home, Automotive or Transport/Logistics (allowing containers to automatically notify you if e.g. their temperature changes beyond a healthy range;-) We demonstrate how existing Java standards like JSR 256 (Mobile Sensor API) can be improved or replaced towards a new generation of Java Embedded and Mobile.
Taking technologies like the IEEE 1451 "Smart Sensor" standard into consideration, as well as OGC standards like SensorML or The Unified Code for Units of Measurement (UCUM) allowing type and context safe data transfer using various formats and protocols, whether it is XML, JSON or specific M2M protocols like MQTT or OMA-DM.
AI for Manufacturing (Machine Vision, Edge AI, Federated Learning)byteLAKE
This is the extended presentation about byteLAKE's and Lenovo's Artificial Intelligence solutions for Manufacturing.
Topics covered: AI strategy for manufacturing, Edge AI, Federated Learning and Machine Vision.
It's the first publication in the upcoming series: AI for Manufacturing. Highlights: AI-assisted quality monitoring automation, AI-assisted production line monitoring and issues detection, AI-assisted measurements, Intelligent Cameras and many more. Reach out to us to learn more: welcome@byteLAKE.com.
Presented during the world's first Federated Learning conference (Jun'20). Recording: https://youtu.be/IMqRIi45dDA
Related articles:
- Revolution in factories: Industry 4.0.
https://medium.com/@marcrojek/revolution-in-factories-industry-4-0-conference-made-in-wroclaw-2020-translation-ae96e5e14d55
- Cognitive Automation helps where RPAs fall short.
https://medium.com/@marcrojek/cognitive-automation-helps-where-rpas-fall-short-a1c5a01a66f8
- Machine Vision, how AI brings value to industries.
https://medium.com/@marcrojek/machine-vision-how-ai-brings-value-to-industries-e6a4f8e56f42
Learn more:
- https://www.bytelake.com/en/cognitive-services/
- https://www.lenovo.com/ai
- https://federatedlearningconference.com/
Presentation given at PrefabAus 2014. http://www.prefabaus.org.au/conference/
The material has been sourced from a number of researcher, including: Nico Adams, Robert Zlot, Paul Flick, Alberto Elfes, Laurent Lefort, Sarah King, Peter King, Peter Kambourios, Craig James, Leila Alem, Swee Mak.
Presentation for ED Toolbox “Future of Work, Innovation Pathways and Climate Change Initiatives” project at the Precinct, Level 2, 315, Brunswick St, Fortitude Valley, 4006 on Tuesday, February 25th at 2.30-4.30pm.
Here are the videos: https://www.youtube.com/watch?v=fivY-ZlO1vI&feature=emb_logo
and https://vimeo.com/368704905
reStartEvents Nationwide All-Clearances Virtual Career Fair
Are you searching for your next career opportunity that requires a security clearance? Look no further! Join us at the reStartEvents Nationwide All-Clearances Virtual Career Fair, where you can engage with hiring managers and recruiters from some of the nation's leading defense contractors, all from the safety and comfort of your home or office. This is a unique opportunity to accomplish what would normally take weeks in just one day!
Event Details:
Date: Thursday, August 17th, 2023
Time: 2:00 PM - 5:00 PM EST
Location: Virtual (Online)
Registration: https://tinyurl.com/34y8ewe8
Requirements:
An active security clearance is required to participate in this event.
Companies Interviewing:
We are proud to host an impressive lineup of companies that will be conducting interviews during the event, including:
Leidos
Northrop Grumman
Air Force Civilian Service
Abacus Technology Corporation
Axient
BAE Systems
CTI
Defense Contract Management Agency (DCMA)
Defense Information Systems Agency
Oasis Systems
Odyssey Systems
RTX (Raytheon)
TekSynap
Positions Available:
Numerous cleared career opportunities will be presented during the virtual career fair, including but not limited to:
• Software Engineer
• Cyber Security Specialist
• Network Engineer
• Information Assurance Analyst
• IT Specialist
• Space & Satellite Engineer
• System Administrator
• DevOps Engineer
• Database Administrator
• RF Design Engineer
• Data Center Engineer
• Linux Administrator
• Security Engineer
• Full Stack Developer
• Test Engineer
• Operations Research Analyst
• Scrum Master
• Database Administrator
And many more...
Event Benefits:
• Connect with employers from coast to coast
• Access cleared career opportunities both CONUS & OCONUS
• Ideal for transitioning military or federal government personnel, furloughed individuals, and active job seekers
• Opportunity to explore various career paths in the defense industry
• Conveniently meet hiring managers and recruiters in one day
Additional Event:
We are also hosting a Nationwide TS/SCI & Above Cleared virtual event on September 21st - Be sure to mark your calendar! Details and registration: https://tinyurl.com/2s3bshvm
Spread the Word:
Please share this unique opportunity with all your security-cleared friends and colleagues, as we aim to connect talented professionals with exceptional career prospects
We look forward to having you join us on August 17th! Register now to secure your spot and take the next step in your cleared career journey
Internet of things_by_economides_keynote_speech_at_ccit2014_finalAnastasios Economides
Internet of Things forecast, economics, applications, technology, research challenges, sensor networks security, attack models, countermeasures, network security visualization
Attendees will see presentations from over 34 existing Action Clusters, hear from national and international thought leaders, and have an opportunity to network with both new and current GCTC participants and organizations.
The Roadmap to a Lifesaving Digital EcosystemWilliam Roberts
This report details the work the Royal National Lifeboat Institution Innovation Team undertook to explore how the emerging ecosystem of people, devices, software and enterprises could be leveraged to help save life. The report gathers insight from over 50 subject matter experts from a myriad of technical disciplines and sectors and sets a strong foundation for an exciting few years of technological development, innovation and demonstration.
Software Sustainability: preserving the future of research softwareNeil Chue Hong
Talk given at the National Science Foundation on the UK e-Science programme, the UK Software Sustainability Institute, and some of the challenges faced in ensuring long term development and maintenance of scientific software
NCI School of Computing Project Showcase 2014ckennedynci
The annual School of Computing Project Showcase at National College of Ireland
is a highlight of our year that recognises and celebrates the work of our final year
computing students and marks the transition from their undergraduate degrees
to their professional careers.
Opportunities & Challenges: Policy, Workforce, Ethics, Design, Safety Standards & Public Acceptance. Outcome of this session – non technical factors - identify what policy, ethics etc need to be addressed to reach the vision, education
What is the reason why there is no collaboration
What are the legislation/financial/ incentives – share value arrangement (platform technologies – ROI, VP, IP)
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
UiPath Test Automation using UiPath Test Suite series, part 5DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 5. In this session, we will cover CI/CD with devops.
Topics covered:
CI/CD with in UiPath
End-to-end overview of CI/CD pipeline with Azure devops
Speaker:
Lyndsey Byblow, Test Suite Sales Engineer @ UiPath, Inc.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdfPeter Spielvogel
Building better applications for business users with SAP Fiori.
• What is SAP Fiori and why it matters to you
• How a better user experience drives measurable business benefits
• How to get started with SAP Fiori today
• How SAP Fiori elements accelerates application development
• How SAP Build Code includes SAP Fiori tools and other generative artificial intelligence capabilities
• How SAP Fiori paves the way for using AI in SAP apps
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...Neo4j
Leonard Jayamohan, Partner & Generative AI Lead, Deloitte
This keynote will reveal how Deloitte leverages Neo4j’s graph power for groundbreaking digital twin solutions, achieving a staggering 100x performance boost. Discover the essential role knowledge graphs play in successful generative AI implementations. Plus, get an exclusive look at an innovative Neo4j + Generative AI solution Deloitte is developing in-house.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
A tale of scale & speed: How the US Navy is enabling software delivery from l...sonjaschweigert1
Rapid and secure feature delivery is a goal across every application team and every branch of the DoD. The Navy’s DevSecOps platform, Party Barge, has achieved:
- Reduction in onboarding time from 5 weeks to 1 day
- Improved developer experience and productivity through actionable findings and reduction of false positives
- Maintenance of superior security standards and inherent policy enforcement with Authorization to Operate (ATO)
Development teams can ship efficiently and ensure applications are cyber ready for Navy Authorizing Officials (AOs). In this webinar, Sigma Defense and Anchore will give attendees a look behind the scenes and demo secure pipeline automation and security artifacts that speed up application ATO and time to production.
We will cover:
- How to remove silos in DevSecOps
- How to build efficient development pipeline roles and component templates
- How to deliver security artifacts that matter for ATO’s (SBOMs, vulnerability reports, and policy evidence)
- How to streamline operations with automated policy checks on container images
2. CSIRO - Snapshot
62%of our people hold university
degrees
2000 doctorates
500 masters
CSIRO undertakes $~500M
of externally funded R&D each
year
Top 1% of global research institutions in 14 of 22
research fields
Top 0.1%in 4 research fields
Highest number of citations per scientist in
Australia
Darwin
Alice Springs
Bakers Hill
Atherton
Townsville
2 sites
Rockhampton
Toowoomba
Gatton
Myall
ValeNarrabri
Mopra
Parkes
Griffith
Belmont
Geelong
Hobart
Sandy Bay
Werribee
Wodonga
Newcastle
Armidale
2 sites
Perth
3 sites
Adelaide
2 sites
Brisbane
6 sites
Sydney 5 sites
Canberra 7 sites
People = 5000+
Locations = 57
Budget = $1B+
Murchison
Cairns
Melbourne 6 sites
Infra = $3.5bn
Patents = 3000+
Partners = 1300+
3. Our track record: top inventions
4. EXTENDED
WEAR CONTACTS
2. POLYMER
BANKNOTES
3. RELENZA
FLU TREATMENT
1. FAST WLAN
Wireless Local
Area Network
5. AEROGARD 6. TOTAL
WELLBEING DIET
7. RAFT
POLYMERISATION
8. BARLEYMAX 9. SELF TWISTING
YARN
10. SOFTLY
WASHING LIQUID
4. China Australia Alliance for
New Energy Vehicle
Innovation
Global connections: impact partnerships
80+
countries
6. We are in the world’s Top
10 institutions for
2 research fields.
We are the only Aussie R&D
organisation in the world’s
Top 10.
We have 14 research fields
in the top 1% of global
research organisations.
CSIRO global positioning
0
5
10
15
20
25
30
35
40
45
1 2 3 4 5 6 7 8 9 10 11 12 13
NO.OFINSTITUTIONS
NO. OF FIELDS IN TOP 10 GLOBALLY
CSIRO
CNRS
Cornell
Georgia Inst
Tech
INRA
NASA
Nat U
Singapore
NCI
NIAID
Princeton
U Toronto
USEPA
USGS
U Illinois
U Tokyo
USDA
Wageningen
U
Columbia
UC San
Diego
U Michigan
U Wisconsin
Yale U Penns
UCSF
Johns Hopkins
UCLA
MIT
U
Washington
Chinese Acad
Sci
UC
Berkeley
Harvar
d
Max
Planck
Standford
CSIC
U Carolina
UC Davis
Oxford
Based on total citations. Source: Thomson-Reuters/ISI Essential Science
Indicators
7. World-class science and
technology
CSIRO - the roles we play
Trusted advisor
to government
Leveraging Australia’s
Innovation System
Innovation supporting the
creation of new businesses
Helping existing companies
transition to the future
1 2 3 4 5
8. What we do
8 |
Our Mission
We deliver innovative solutions for industry,
society and the environment through great
science.
Our Vision
Our science is used to make a profound and
positive impact for the future of Australia and
humanity.
Image industry
Image environment
10. What differentiates CSIRO?
10 |
We provide
scientific
responses to
major national
and global
challenges
We take a
collaborative
approach to
scientific
research and
delivery
Our research
Flagships
promote radical
innovation to
reshape
industries
Large scale Mission directedMultidisciplinary
11. The Boeing example
22 year partnership
Grown from research supplier through research collaborator to strategic research
partner. Longevity of partnership means senior management from both partners
have previously been involved in Alliance projects.
Tiered Governance
I. Relationship Management by a joint high level Steering Committee.
II. Account Management by CSIRO Senior Technical Advisor within Boeing.
III. Project Management reps from each organisation on each project.
Award winning partnership
10 May 2011 – CSIRO awarded Boeing Supplier of the
Year & Leader’s Choice Award for Academia, 2010. One
of 16 awards selected from 17500 global suppliers.
12 October 2011 – Topcoat Reactivation team consisting
of CSIRO and Boeing team members received a CSIRO
Research Achievement Medal (innovative, commercially
viable technology for aircraft coatings now on ~1000
aircraft).
13. Motivation
Productivity isn’t everything, but in the long run it is almost everything
Paul Krugman, 1991
Professor Princeton University,
Nobel Prize in Economics 2008
The digital economy is the global network of economic and social
activities that are enabled by platforms such as the internet, mobile
and sensor networks.
Australia's Digital Economy: Future Directions.
14. Threat posed by Australia’s declining productivity
Productivity is the prime determinant in the long run of a nation’s
standard of living, for it is the root cause of per capita national income
Michael Porter, 1991, The Competitive Advantage of Nations
According to the Grattan Institute report Australia’s Productivity Challenge, Australia’s economic
prospects beyond the end of the current ‘resources boom’ will deteriorate significantly (as they did in the
1970s and 1980s) if the decline in our productivity growth performance is not reversed.
15. Designing for Data
Generation & Capture
Data Generation,
Communications
& Capture
Integration of
Data & Modelling
Implementation
Monitoring & evaluation
Storage, Discovery,
Communications, Access
Decision Making
Under Uncertainty
Gaining Insights & Understanding
Information &
Decision Making
Value Chain
18. Vision: A world in which humans and autonomous systems are
able to seamlessly, reliably and safely collaborate.
Autonomous Systems Program
45
40
15
22. Zebedee
Mobile and handheld 3D mapping
Revolutionizes the way 3D mapping can be achieved by cutting
acquisition time from hours and days to minutes
Uses a technique from robotics known as Simultaneous
Localisation and Mapping (SLAM) and a simple spring mechanism
Fort Lytton
(Brisbane)
23. CSIRO Collaboration Platform
Real-time interaction and collaboration between people,
information and instruments
Commercialised in Aug 2013 with an Australian SME – Corporate
Initiatives
Installed and in use around 9 sites around Australia, including
CSIRO sites, Queensland DAFF and Federal Dept of Agriculture
24. Sense-T Architecture
Sensor Networks and Spatial Data Management for Sense-T R&D
Provide Sensor Network Data Management
infrastructure for Sense-T R&D Program
Strategic Sensor Network Architecture Development.
Mobile Sensing Middleware
25. Metadata and Interoperability
Cognitive Computing
Facilitate discovery and reuse of sensor data through metadata
management and community-based data curation
Uses Semantic Web technologies and workflow systems to
annotate data and automate spatial-temporal modeling
Team ‘hero image’ here
26. Metadata and Interoperability
Cognitive Computing
Semantic analytics of graph data to better understand complex
processes and systems
Used to analyze workflow provenance traces to discover patterns
and compare similarities among various process interactions
27. Pervasive Computing Team
Sensor Systems
Realizing pervasive computing through small, inexpensive,
networked sensing devices embedded in our environments
Our capabilities span development and deployment of distributed
systems, information processing, and machine learning
Real-time Sensing
Control
Comfort Sense
PC Application
Advanced(
HVAC((
Control(
Savings,(
Efficiency(
Thermal(
Comfort(
HVAC(Zone(
Occupancy(
Temperature,
PIR, Light,
Appliances
User
Behavior
Personal
Climate Dome
CS Surveys
Processing
28. Engineering Team
Robotics Group
Designs and delivers the underpinning electrical, electronic,
mechanical and computer systems
Multi-skilled engineers who can design and create almost anything!
30. From Perception to Action, From Near to Far, From Large to Small
Robots going to places and doing tasks that are dangerous,
challenging, exhausting or boring for humans
Robots augmenting the capabilities and productivity of humans
Humans and robots working collaboratively and safely
31. Ground, Aerial and Aquatic Robots
Planning and control algorithms for mobile robots, including
ground, aerial, surface and underwater.
Experience spans from low-level control to high-level planning and
decision making for increased robot autonomy.
43. Starbug - AUV
Stereo cameras
Batteries
Payload section
Main thrusters
Flat thrusters
Specifications
Mass: 26 kg+
Length: 1.2 m+
Endurance:
3 – 5 hours
19 – 36 hours
Range
4 – 7 km
35 – 55 km
Max depth: 100 m
44. Starbug: Autonomous Underwater Surveys
Dunbabin, M., Usher K. and Corke, P. (2005). Visual motion estimation for an autonomous underwater reef monitoring robot. In
The 5th International Conference on Field & Service Robotics (FSR) 2005, Port Douglas Australia. pp.57-68.
45. Automated marine pest population monitoring
Smith, D., and Dunbabin, M. (2007). Automated counting of the Northern Pacific Sea Star in the Derwent using shape
recognition. In Proc. Digital Image Computing Techniques & Applications (DICTA07), pp. 500-507, Adelaide
Clement, R., Dunbabin, M., and Wyeth, G. (2005). Toward robost image detection of Crown-of- Thorns Starfish for
autonomous population monitoring. In Proc. Australiasian Conference on Robotics & Automation (ACRA), Sydney.
• Algorithms for automated classification of
• Northern Pacific Sea Star (Asterias amurenis)
• Crown-of-thorns Starfish (Acanthaster planci)
49. (Resilient Queensland)
2 year, AUD 7M joint project with QUT, BR&TA, Insitu Pacific and the
QLD state government
CSIRO led the Biosecurity Stream
– Autonomous rotorcraft surveys for Miconia weed eradication
– Replace manned helicopter flights to identify miconia growing in rainforest
environments.
– Develop a TRL 6 solution
50. Low-Altitude Autonomous Survey
Unmanned Aerial System (UAS)
Autonomous (pilotless) unmanned helicopter
Enables high spatial resolution mapping and safe low-altitude
surveys in difficult terrain beyond visual range
Miconia causing
landslides in Tahiti
(Photo: Peter Thomas)
58. LIDAR - Primary Sensor for Field Robotics
Dragline Terrain Mapping Haul Truck Scanning Explosive Loading
Excavator Bucket Tracking Truck and Shovel Mapping Airborne Mapping
59. Large Scale Mobile Mapping
Motion correction with
accurate & precise sensors
Manual
Survey
LIDAR
DTM
Mobile
Mapping
Real-time SLAM with
CPU-GPU Speeds
Real-time
DTM
Robotic
Perception
Conventional Approach Our Approach
60. Mapping of Roads
Mapping of Industrial Compound
2D/3D Simultaneous Localisation and Mapping
(SLAM)
Spinning LiDAR on moving vehicle
After Scan Matching
After Place
Recognition
Together:
Globally Consistent
Trajectory and Map
Localization Mapping
Moving Object
Tracking
Change
Detection
Data Association
Robust Optimization
76. From 3D Data to Photos and Video
All data is cross-linked during capture
You click on a 3D point in the point cloud and you are presented with a list
of video frames that show that point.
77. From Photos and Video to 3D Data
All data is cross-linked during capture
You click on point in a photo and you are presented with that location in 3D in
the point cloud.
79. Comparing Data Collected at Different Times
Automatic change detection
The system automatically highlights areas in the
point cloud where changes are detected.
87. How – Capabilities in Field Robotics
Dragline Shovel LHD HMC
Rock Breaker Explosive Loading Cleanup Agriculture
Helicopter Submarine Ground Boat
Haulage
Manipulation
Navigation
88. How – Capabilities in Remote Collaboration
Gesture Tracking Vehicle Tracking People Tracking Face Tracking
Security and Trust High Bandwidth Comms Quality of Service Haptics
Augmented Reality Augmented Virtuality Panoramic Display Collaborative Environments
Situational
Awareness
Communications
Human Machine
Interface
89. Assembly and Remote Assistance
Assisted Human Worker
Autonomous Navigation
Lightweight Robot
Assistant
Remote Instruction +
Augmented Reality
Remote Expert
90. Remote Maintenance
Remote Expert
Virtual Collaboration Space
Local Resource
ReMoTe is hands-free, wearable, and is operational in various environmental conditions
and designed so operators can operate it without any training or prior skill.
94. Distributed Sensing Systems
Building Sustainable Systems of Distributed Sensors
Pervasive sensing for effective management of natural and built
environments
A decade of leading sensor network research
95. Continental-Scale Tracking: Flying Foxes
Autonomous Systems Program | Not for Distribution: for Internal CSIRO/Chevron discussions only
Roos ng Camp
Foraging Area
1 km
• Flying Foxes are vectors for the Hendra virus
• We developed collars (< 30g) to track flying
foxes
97. Problem 1: The Mixed Traffic Problem
• 20 years ago automation
was driven by safety
• Lead to the automation of
specialized vehicles
• Equal performance of a human driver
• Forced to isolate the machines
• This impacted the existing workflow
(Maintenance, exploration)
Increase Safety Change in Workflow Loss in Productivity
98. Solution 1: Global Situational Awareness
1. Technology that allows humans and robots
to interact safety and productively
2. To do this we need to provide fail-safe
people detection
3. No such technology exists
4. Put intelligence into the environment
rather than the machine
5. Detect absence rather than presence
6. Autonomous safety.
99. Problem 2: Interoperability
• 10 years ago, investment was driven by
labor force availability and productivity
• We were able to automate a rock-breaker,
but it does not exceed the performance of
the human operator
• Productivity gains can only be realized if
we integrate the upstream and
downstream processes
Fleet Management Rock Breaker Processing
100. Unified User Interface
3DCMM
Communications Infrastructure
Digital Model
Exploration
MinePlanning
Drilling
Excavation
Blasting
Haulage
RockBreaking
Processing
Train
ShipLoading
Process
Surveying Analysis Infrastructure Maintenance LogisticsSupport
Framework of Standards
Remote
Operations
Solution 2: Digital Model
Vendors
103. Guardian Angel
• Monitors environment
• Tracks people and assets
• Make work safer for humans
Guardian Mentor
• Worker augmentation
• Provides skills and training
• Make work easier for human
Guardian Helper
• Provides physical assistance
• Robotic co-workers
• Works with humans
Guardian Worker
• Provides remote assistance
• Tele-operated robotics
• Work for humans
Guardian Implementation
Augmentation
• Collaboration
• Interface
• Observatory
Assistive
• Navigation
• Manipulation
• Cooperation
Awareness
• Monitoring
• Modeling
• Management
Social Science
Human Factors
Informatics
Communications
Sensors
Robotics
Engineering
Investment Innovation Impact
Worker Centric:
Increase productivity, safety and adaptability
of future workforce through virtual and
assistive automation technologies
High Performance Workplace
• Low-cost, from purchasing price and installation costs, to
reprogramming and maintenance costs
• Easy to use, without the need of technical expertise to deploy,
operate and reconfigure the systems
• Support mass customisation, ideal for small runs of multiple
types of products
104. A system that provide increased safety
to the human workers without
intervention.
The system automatically monitors,
where people are and what they are
doing.
From this it is able to estimate risk and
alert people and machines.
Layers of safety to provide increased
reliability
LAMS: Guardian Angel
Guardian Angel
•Monitors environment
•Tracks people and assets
•Make work safer for humans
Monitoring
• Localization (WASP,SLAM)
• Tracking (People Tracking HMC)
• Mapping (SLAM)
Modeling
• Body/Facial Gestures
• Scenario Simulation
• Risk Assessment (Nexus)
Management
• Data Standards (OGC)
• Communications
• Fail-safety
105. • Increase product quality, by
facilitating design tasks and increasing
ability to identify errors at early stages
of manufacturing processe
• Increase labour productivity, by
augmenting human worker’s
capabilities, regardless of their age or
physical conditions
• Maintaining a high-skilled workforce,
by improving training capacity and
maximising the amount of data on their
hands
LAMS: Guardian Mentor
Lightweight Assistive Manufacturing Solutions | NMW 2013
Guardian Mentor
•Worker augmentation
•Provides skills and training
•Make work easier for human
Collaboration
• High speed communications
• Tracking (People Tracking HMC)
• Mapping (SLAM)
Interface
• Augmented Reality (Remote)
• Augmented Virtuality
• Projected Reality
Observatory
• Repository (OGC)
106. • Increase productivity, by combining
human’s flexibility and reasoning with
machine’s strength and precision
• Increase flexibility and
responsiveness, making manufacturers
more responsive against changes in
demand
• Provide smart and safe automation,
enjoying the benefits of automation
without making any changes in
processes or infrastructure
LAMS: Guardian Helper
Lightweight Assistive Manufacturing Solutions | NMW 2013
Guardian Helper
•Provides physical assistance
•Robotic co-workers
•Works with humans
Navigation
• Global (Museum)
Manipulation
Cooperation
107. • Increase worker’s safety, by placing
them under safe conditions while
performing on dangerous and
challenging environments
• Expand workforce’s field of action,
enabling humans to execute tasks in
remote places without the need of
physical presence
• Facilitate micro-fabrication, by
extending human capacity to work in
small-scale environments
LAMS: Guardian Worker
Lightweight Assistive Manufacturing Solutions | NMW 2013
Guardian Worker
•Provides remote assistance
•Tele-operated robotics
•Work for humans
Navigation
• Reactive (MineGem)
• Absolute (HMC)
Manipulation
• Hydraulic Arm (rock-breaker/ORICA)
Autonomy
• Helicopter
• Submarine
108. Autonomous Safety Zones
1. Create 3D Model
2. Monitor environment
3. Track people and robots
4. Measure risk
5. Detects hazards
6. Alerts participant
7. Creates Safety Zone
8. Alerts bystanders
9. Monitors task
10. Alerts help if required.
Person starts to change tyre! Vehicle wants to move
Bystander walks into factory
Guardian Angel
•Monitors environment
•Tracks people and assets
•Make work safer for humans
112. • New Workflows
• New Business Models
• New Enterprises
• Cost Avoidance
Strategies
• New Processes
• New Materials
• New Production
• Cost Reduction
Strategies
•Mass
Customization
•Maximize Flexibility
•Focus on
scope/value
•Mass Production
•Minimize Waste
•Focus on scale/
efficiency
Lean Agile
Information
Driven
XXXX
Value Capture
and Creation
Advanced
XXXX
Value Capture
What is DPAS Imperative?
Great
expectations
VirtuallyHere
Morefromless
DPAS BDC Emerging Plan
113. Robots and Humans, not Robots instead of Humans
Robotic co-workers
Work with humans
• Increase productivity by combining
human flexibility, dexterity and
reasoning with robotic strength and
precision
• Increase flexibility and
responsiveness, making
manufacturers more responsive to
changes in demand
• Provide smart and context-relevant
automation without major changes in
processes or infrastructure
• Increase product quality by
facilitating design tasks and increasing
the ability to identify errors at early
stages of manufacturing processes
• Increase labour productivity by
augmenting the capabilities of human
workers, regardless of their age or
physical conditions
• Maintain a high-skilled workforce by
improving remote training capacity and
maximising the worker’s access to
relevant information
• Increase worker safety by keeping
humans in safe conditions while they
supervise robotic systems operating in
dangerous and challenging
environments
• Expand the worker’s field of
action, enabling humans to execute
tasks in remote places without the
need for physical presence
• Facilitate micro-fabrication by
extending the worker’s ability to work
in small-scale environments
• Low-cost solutions, from purchasing price and installation costs, to reprogramming and maintenance costs
• Easy to use, without the need of technical expertise to deploy, operate and reconfigure the systems
•Supporting mass customisation, ideal for small runs of multiple types of products
Worker augmentation systems
Make work easier for humans
Telesupervised robotics
Work for humans
114. Situational Awareness and Immersive Safety
Operation in mixed traffic:
humans,
autonomous vehicles, human-
operated vehicles
Situational
awareness
115. Lightweight Robot Co-Workers
Increasing the Productivity, Safety and Skills of Human Workers
Augment and help human workers, instead of replacing them by
robots Increased worker retention and satisfaction
Increase worker productivity, safety, retention and satisfaction
New market opportunities for Australian technology companies
Situational awarenessRemote expert helping human worker
122. How we operate
• Scientific experts in relevant fields
• Research centres and facilities
• Equipment
We look at company &
industry challenges:
CSIRO contributes:
We create solutions and inventions
• Productivity
• Safety
• Competitiveness
We find partners to help
undertake the research:
• Government
• Universities
• Research institutes
• Industry companies
Minerals
Down
Under
We work with industry companies to help
them apply, and realise results
CSIRO's Business Model
123. CSIRO works with clients on R&D projects across three horizons
Horizon 1
Horizon 2
Horizon 3
Improving core products and
services
Application of new and
disruptive technologies
Developing new and disruptive
technologies and applications
Time
• Deliverable focus
• Existing knowledge
• Consulting & technical
services
• Licensing
• New knowledge to
solve known problem
• Proven application
ready for product /
service dev effort
• Prototype / applications
focus
• New knowledge /
exploration
• Options focused
• New to world science or
applications
Commercial readiness
Collaborative researchTechnical consulting, licensing
CSIRO's Business Model
124. Our three main business models
MISSION
DIRECTED
SCIENTIFIC
RESEARCH
TRANSLATION
(SERVICES)
ACCESS TO
NATIONAL
FACILITIES
CSIRO's Business Model
125. CSIRO | Craig Roy | Page 128
Engaging with the best organisations along the path from
research to adoption and impact
RESEARCH FUNDERS
E.g. Government, ARC
RESEARCH COLLABORATORS
E.g. Universities, CRCs, major multinational corporations, companies
DELIVERY PARTNERS
E.g. Major multinational corporations, Australian companies, SMEs
END USERS
E.g. Industry, Govt, Consumers
BASIC RESEARCH APPLIED RESEARCH
EXPERIMENTAL
DEVELOPMENT
ADOPTION
Publicly funded research projects are the foundation business model in
which capability and intellectual property are developed
We take a collaborative approach to research and connect with
the right capability in the innovation system
Where we are not best placed to implement the
outcomes of our research, we work with the best
existing players in the market to see it adopted
In some cases we also work directly with end users to ensure
lasting impact is achieved in line with our objectives
CSIRO's Business Model128
|
126. Investment in research with partners
Nature of research project
Applied Research or
Services
• Application of existing
knowledge
Enabling Research
• New knowledge
generated
• Defined application and
impact
Basic Research
• New knowledge
generated
• Multiple or unknown
applications and
impact
Basic Research
• Breakthrough areas of
research
• Building strategic
capabilities
Client funds Co-Investment (Client : CSIRO) CSIRO funds
Client funds 80 : 20 60 : 40 CSIRO funds
CSIRO's Business Model
127. Exploitation Strategy
How is the technology going to get to market?
Research the market
Understand the value chain for the industry
How much is it going to cost to get to market?
Who is going to provide the $?
Strategic partners vs venture capital (or similar)
Iterate the strategy
Regularly review the literature and the market dynamics
Developer manufacturer distributor sales consumer
CSIRO's Business Model
128. Industry roadmaps and landscaping
Overall
industry
drivers
Value
chain
CSIRO
portfolio
Market
value
Aus (farm gate) dairy value (2009/10)=$3.4bn
Aus export value(2009/10)=$4bn
Global dairyproductsmarket =$337bn (CAGR 2008-2012 =24%)
Aus. Dairy based product manufacturing=$10.1bn (approx)
Industry
drivers
influenci
ng R&D
by value
chain
CSIRO
Capabilit
ies &
Assets
•Environmentalchallenges (drought,
climate change, soildegradation)
• Evolving biologicalthreats
•Food security
•Increasing input prices
•Global consolidation
• Land and resource shortages
•Sustainable production practises •Increasing regulatoryand
customer requirements
•Increased globalisation and
consolidation
•Yield, land scarcity, competition for
acres
• Carbon pricing impact
•Cost reduction
•Changing population demographics
•R&D comp AND acceleration China / India. Underminesvalue capture
•Increasing complexity
in farm businesses
CLI
SAF
CPI FNS
FFF
CMIS
CPSE/CMSE PHealth
Agriculture
Sustainability
Water shortages
Energy
Nutrients prices
Climate change
Biosecurity
Commodity price
volatility
Increasing farming
cost structures
Greenhouse gas
emissions
Increasing demand
Healthy/functional
food
Aging population
Slowing dairy
productivity
Animal welfare
Sustainable
production
Regulatory
Food safety
Product
differentiation
Waste
Milk supply
Labour
Changing nature of
demand
Resource inputs Milk production
Processing
capacity
Markets for dairy
products (local
and export)
Consumers
Increasing private
label /generic
branding
Retailers
dominance in
value chain
Supermarket
discounting
No R&D
investment/value
Environmental x
feed x genetics
modelling
Feed systems and
management
On-farm systems
Disease
diagnostics,
monitoring and
control
Genomics/
phenomics
Landscape
modelling – water
& land
Vaccine and
therapeutic
products
Systems modelling
Product processing
Tailored
formulations
Food safety
Testing
methodologies
Bioactives/
ingredients
Materials science
Plant design
Complex systems
modelling
Risk assessment
analysis
Nutrition
Sensory
Preclinical/clinical
substantiation
Gut health/fibre
characterisation
Supply chain
modelling
Consumer
behaviour
Genetics/physiolog
y
DAIRY ROADMAP
CEREALS ROADMAP
Industry R&D
drivers
Value chain
Market value SEED: Global seed market ~$38bn (2011)(source: Globalindustry analyst) Globalgrain seed
(wheat, rice, sorghum, corn)market =$14bn Globalwheat seed market=$250mn, Australia wheat
seed market=$20mn
CROPS: Global cereal(wheat, coarse grain, rice) cropsmarket ~$417.3 billion (source:
Datamonitor) market value reflects consumption at producer prices
Aus. Grain growing market ~$12.5billion (source: IBISWorld)
Aus export value~$4bn
Global cereals&bakery market =$358bn
Aus. Grain-based product manufacturing=$12.3bn
Recent /
future
major
deals
Priority
Industry
Clients
Dow Agrosciences, Sygenta,
Limagrain ,Bayer
Consultants,
Grower co-
ops,
Grower co-ops AWB,Grain
Cor Co-op
BulkHandle
Lion Nathan
(Kirin)
Nestle, Wesfarmers/
/ Coles
Govt /
Consumer
Groups
Priority
funders
DAFF; GRDC, AusAid, GRDC, GRDC MLA(feed)
CSIRO
delivery
portfolios
Key science
Focus areas
Product
manufacturer
Germplasm/
Gene discovery
Breeder
Input/
production
systems
Grower
Storage,
transport,
Handler,
marketer
Millers
Distributor/
Retailer
Consumer
(direct/
indirect)
CPI
SAF
FNS / PHF
FFF FFF
SAF???
Genomics / Phenomics
On Farm
Systems
Health
Function
BARLEYmax
international
royalties
$9.3M
GWD in wheat
GRDC / Bayer
$7.25M
Taste &
Aroma –
Nestle $2.5M
Nortnern
Wheat
Agronomy
GRDC $2M
Global Wheat Strategy
Bayer - $58M
Healthy Grains
- $13.5M
Coeliac 5 –
GRDC
$2.5M
MAGIC -
Bayer
$3.5M
BARLEYmax
license to
Popina $11M
Overdue
phos maint.
GRDC
$3.2M
Nitrogen &
Phos
responses
GRDC
$4.7M
Heat stress –
GRDC $5.4M
Fertiliser /
soil
decision
support
GRDC
$3.5M
Northern
grain
production
crop
sequencing
yield GRDC
$2M
West /
Southern
Phosphorus
-efficient
pasture
systems
MLA $2.2M
Soil
Organics
GRDC
$2.3MCrown Rot
suppression
$3.4M
Starplus –
piglet
effects
(Pork RI)
$2.7M
Rust disease –
2 Blades &
GRDC $7.65M
secured
prospect
Solution
Integration
Solution
Integration
Environmentalchallenges (drought,
climate change, soildegradation)
Evolving biologicalthreats
Food security
Increasing input prices
Demand for higher value end
uses for wheat by dev.
countries
Global consolidation & new
geographies(e.g.; Black Sea)Land and resource
shortages
Sustainable production practises
Increasing regulatory &
customer requirements Increased globalisation
GM cereals
Carbon pricing impact
Cost reduction pressures
Wheat genome sequenced
R&D challenge / acceleration China / India.
Gradual shift from commodity to product
differentiation
• To support impact, science and engagement planning and coordination, detailed industry roadmaps and
landscapes are beginning to be developed