Check out our coverage of the final day of OpenPOWER Summit Europe, where our members from around the world discussed how participating in an open ecosystem has driven their success.
Using Algorithmia to leverage AI and Machine Learning APIsRakuten Group, Inc.
We are entering a new era of software development. Companies are realizing that AI and machine learning are critical to success in business, both to save cost on repetitive tasks, and to enable to new features and products that would be impossible without machine intelligence. Algorithmia makes these tools available through web APIs that makes tools like computer vision and natural language processing available to companies everywhere. Kenny will talk about how sharing of intelligent APIs can improve your applications.
https://rakutentechnologyconference2016.sched.org/event/8aS5/using-algorithmia-to-leverage-ai-and-machine-learning-apis
Rakuten Technology Conference 2016
http://tech.rakuten.co.jp/
Check out our coverage of the final day of OpenPOWER Summit Europe, where our members from around the world discussed how participating in an open ecosystem has driven their success.
Using Algorithmia to leverage AI and Machine Learning APIsRakuten Group, Inc.
We are entering a new era of software development. Companies are realizing that AI and machine learning are critical to success in business, both to save cost on repetitive tasks, and to enable to new features and products that would be impossible without machine intelligence. Algorithmia makes these tools available through web APIs that makes tools like computer vision and natural language processing available to companies everywhere. Kenny will talk about how sharing of intelligent APIs can improve your applications.
https://rakutentechnologyconference2016.sched.org/event/8aS5/using-algorithmia-to-leverage-ai-and-machine-learning-apis
Rakuten Technology Conference 2016
http://tech.rakuten.co.jp/
Machine Learning and The Big Data RevolutionRob Thomas
Data is transforming every industry, whether you are a retailer, financial services firm, a physician, or a farmer. The winners in the data era will be decided by those that can move the fastest along the big data maturity curve. There are 3 business models for the Data era, and every organization must make a conscious decision on which one they choose.
Companies achieve big data leadership by rapidly transforming their skills and learning how to automate the application of analytics through machine learning. The Big Data Revolution will highlight the winners, describe why they are winning, and offer a practical approach for accelerating your organization to Big Data leadership.
IBM Watson Technical Deep Dive Swiss Group for Artificial Intelligence and Co...Romeo Kienzler
We are transitioning from the programmatic to the cognitive computing era.IBM Deep Blue won against the world champion in Chess 1996. IBM Watson won against the two world champions in the famous US quiz show "Jeopardy" 2011. Since then, the press heavily established the term "Cognitive Computing" to the public. I will explain how IBM Watson works internally and start with Algebraic Text Extraction. DeepQA is the heart of IBM Watson and I will explain each component of this pipeline, the linguistic preprocessor, hypothesis generation, hypothesis and evidence scoring, final matching based on supervised learning and confidence estimation. Finally, I conclude with an overview of actual use cases and outline the roadmap of future work.
イベント名:HWAUG & GPU-Accelerated VDI Community Meetup in 札幌
https://h-watson.connpass.com/event/44378/
テーマ:「IBM Watson技術紹介とGPUを利用した高性能仮想デスクトップの最新動向」
主催 : 北海道Watsonユーザー会(HWAUG) & Japan GPU-Accelerated VDI Community
In this week's top 5 #deeplearning, hear our latest #AI podcast, identifying skin cancer, and how IBM is powering their cognitive computers with NVIDIA's AI tools.
A presentation given in Denmark, introducing cognitive computing, highlighting potential benefits and early use-cases in insurance with IBM Watson. The presentation included demos.
Link to youtube video of FlexRate Insurers self-service demo: https://www.youtube.com/watch?v=8xRN9RzpVBE&spfreload=10
Link to IBM Watson white paper on Cognitive Computing in Insurance:
Deep Learning Use Cases - Data Science Pop-up SeattleDomino Data Lab
Companies like Google, Microsoft, Amazon and Facebook are in fierce competition for teams that can build deep-learning applications. Because of deep learning's general usefulness in pattern recognition, those applications are surprisingly diverse, ranging from image recognition to machine translation. This talk will explore deep learning use cases for the major data types -- image, sound, text and time series -- as they're emerging in the private sector. Presented by Chris Nicholson, Co-Founder and CEO at Skymind.
See the latest in acceleration, deep and machine learning, and more by clicking thru our curated experience of International Supercomputing 2016. Through an OpenPOWER lens, we show you the best news and conversations that took place at ISC June 20-23, 2016 in Frankfurt, Germany.
Our OpenPOWER recap of Day 2 featured challenges within the HPC industry, and how the OpenPOWER Foundation's ecosystem of innovators are rising to solve them.
John Ashley
Senior IBM Developer Relationship Manager
NVIDIA Corporation
The OpenPOWER foundation is creating a platform for innovation, and delivering solutions based systems that allow customers to make meaningful choices that can dramatically impact their business. Learn what makes OpenPOWER unique and why NVIDIA is proud to be a part of it.
Machine Learning and The Big Data RevolutionRob Thomas
Data is transforming every industry, whether you are a retailer, financial services firm, a physician, or a farmer. The winners in the data era will be decided by those that can move the fastest along the big data maturity curve. There are 3 business models for the Data era, and every organization must make a conscious decision on which one they choose.
Companies achieve big data leadership by rapidly transforming their skills and learning how to automate the application of analytics through machine learning. The Big Data Revolution will highlight the winners, describe why they are winning, and offer a practical approach for accelerating your organization to Big Data leadership.
IBM Watson Technical Deep Dive Swiss Group for Artificial Intelligence and Co...Romeo Kienzler
We are transitioning from the programmatic to the cognitive computing era.IBM Deep Blue won against the world champion in Chess 1996. IBM Watson won against the two world champions in the famous US quiz show "Jeopardy" 2011. Since then, the press heavily established the term "Cognitive Computing" to the public. I will explain how IBM Watson works internally and start with Algebraic Text Extraction. DeepQA is the heart of IBM Watson and I will explain each component of this pipeline, the linguistic preprocessor, hypothesis generation, hypothesis and evidence scoring, final matching based on supervised learning and confidence estimation. Finally, I conclude with an overview of actual use cases and outline the roadmap of future work.
イベント名:HWAUG & GPU-Accelerated VDI Community Meetup in 札幌
https://h-watson.connpass.com/event/44378/
テーマ:「IBM Watson技術紹介とGPUを利用した高性能仮想デスクトップの最新動向」
主催 : 北海道Watsonユーザー会(HWAUG) & Japan GPU-Accelerated VDI Community
In this week's top 5 #deeplearning, hear our latest #AI podcast, identifying skin cancer, and how IBM is powering their cognitive computers with NVIDIA's AI tools.
A presentation given in Denmark, introducing cognitive computing, highlighting potential benefits and early use-cases in insurance with IBM Watson. The presentation included demos.
Link to youtube video of FlexRate Insurers self-service demo: https://www.youtube.com/watch?v=8xRN9RzpVBE&spfreload=10
Link to IBM Watson white paper on Cognitive Computing in Insurance:
Deep Learning Use Cases - Data Science Pop-up SeattleDomino Data Lab
Companies like Google, Microsoft, Amazon and Facebook are in fierce competition for teams that can build deep-learning applications. Because of deep learning's general usefulness in pattern recognition, those applications are surprisingly diverse, ranging from image recognition to machine translation. This talk will explore deep learning use cases for the major data types -- image, sound, text and time series -- as they're emerging in the private sector. Presented by Chris Nicholson, Co-Founder and CEO at Skymind.
See the latest in acceleration, deep and machine learning, and more by clicking thru our curated experience of International Supercomputing 2016. Through an OpenPOWER lens, we show you the best news and conversations that took place at ISC June 20-23, 2016 in Frankfurt, Germany.
Our OpenPOWER recap of Day 2 featured challenges within the HPC industry, and how the OpenPOWER Foundation's ecosystem of innovators are rising to solve them.
John Ashley
Senior IBM Developer Relationship Manager
NVIDIA Corporation
The OpenPOWER foundation is creating a platform for innovation, and delivering solutions based systems that allow customers to make meaningful choices that can dramatically impact their business. Learn what makes OpenPOWER unique and why NVIDIA is proud to be a part of it.
In our recap of the final day of International Supercomputing 2016, we explore how OpenPOWER members are working in the HPC industry and continue the conversation around cognitive computing, deep learning, and machine learning.
This presentation covers various partners and collaborators who are currently working with OpenPOWER foundation ,Use cases of OpenPOWER systems in multiple Industries , OpenPOWER Workgroups and OpenCAPI features .
Getting to timely insights - how to make it happen?Mandie Quartly
This is a keynote I gave at the Unicom conferences: "Data Analytics and Behavioural Science Applied to Retail and Consumer Markets" and “AI, Machine Learning and Sentiment Analysis Applied to Finance” in June 2017. A video version can be found here: https://youtu.be/XP1sJV9GPMs
We will look what makes IBM i unique in our modern compute world and how IBM Power Systems stack up against the competition. We will also look at how companies harness the massive performance of POWER9 along with the reliability and scalability of IBM i while remaining agile and competitive in a world dominated by mobile, analytics, and cloud? Let's face it, our line of business counterparts are demanding, and for good reason. The ability to quickly deliver innovative technology to the front lines of our businesses can mean the difference between surviving and thriving in our fast-paced economy.
TAU for Accelerating AI Applications at OpenPOWER Summit Europe OpenPOWERorg
Sameer Shende, director, Performance Research Laboratory, University of Oregon, presents TAU for Accelerating AI Applications at OpenPOWER Summit Europe 2018.
At Day 1 of OpenPOWER Summit at NVIDIA GTC, we were blown away by the buzz around GPUs. Take a look at our recap from the latest from GTC and OpenPOWER members.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
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.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
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.
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.
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.
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
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
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
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.
2. Welcome everyone to SC16,
one of OpenPOWER’s favorite
events!
Day 1 didn’t disappoint as
former IBM VP Katharine Frase
began the day discussing
cognitive computing and AI.
3. Katharine Frase
Former VP & CTO
IBM Public Sector
How do we get to systems that
can help us ask the right
questions, not just find the right
answers?
4. Katharine Frase
Former VP & CTO
IBM Public Sector
We’re teaching humans to speak in a
language that computers understand.
5. And organizations of all
shapes and sizes are looking
to leverage AI and cognitive
computing.
They’re putting their money
where their mouth is, too!
7. This is where OpenPOWER members
IBM and NVIDIA come in! At SC16
they announced PowerAI, a new deep
learning package optimized for
OpenPOWER: ibm.co/2feltl5
8. Scott Soutter
Offering Manager
HPC & Deep Learning, IBM
Deep learning isn’t just a computing
opportunity. It has the potential to
revolutionize every organizational
segment, geography, & domain.
10. Already people are turning to
the OpenPOWER ecosystem to
maximize deep learning
potential!
11. One in five health care dollars in
the U.S. are spent on caring for
patients with diabetes*.
See how Julia Computing, Inc. is
working with OpenPOWER to help
solve this problem with accelerated
deep learning: bit.ly/2fRDYNn
$$$$$
*American Diabetes Association
13. 1. Fat single nodes
2. Unlocking new workloads & programming
3. Ultra-powerful clusters
4. Specialized pre-post processing
The top four deployments of
the IBM S822LC for HPC
OpenPOWER server:
14. Mateo Valero
Barcelona Supercomputing Center
Having industrial technological partners
willing to collaborate on the project is a
sine qua non. This is why BSC decided
to join the OpenPOWER Foundation.
15. 2.5x The performance of Kinetica
on x86 when running on the
IBM S822LC for HPC!
See more HPC application
performance on OpenPOWER:
http://ibm.co/2fVDCYM
16. Architectural & performance portability like the POWER8-
NVIDIA NVLink platform is critical to our application
developers & users as we move from existing CPU-only &
GPU-enabled applications on machines like Titan to
DOE’s upcoming major systems including the Summit
system we’re installing at ORNL.
Tjerk Straatsma
Scientific Computing Group Leader
Oak Ridge National Laboratory
17. Thanks for joining us today!
Stay tuned tomorrow for our
second recap!
Be sure to follow us on
Twitter @OpenPOWERorg
for the latest news.