An 8.0 magnitude earthquake struck Sichuan province in China in May 2008, causing massive devastation. Over 32,000 people were confirmed dead and millions of homes were destroyed. Heroes emerged in the aftermath, with rescue workers and volunteers rushing to help those trapped under rubble. Soldiers risked their lives to deliver supplies through dangerous mountain terrain to reach the epicenter. Ordinary citizens also donated money and supplies, showing compassion for those suffering immense losses from the disaster.
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.
zkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex ProofsAlex Pruden
This paper presents Reef, a system for generating publicly verifiable succinct non-interactive zero-knowledge proofs that a committed document matches or does not match a regular expression. We describe applications such as proving the strength of passwords, the provenance of email despite redactions, the validity of oblivious DNS queries, and the existence of mutations in DNA. Reef supports the Perl Compatible Regular Expression syntax, including wildcards, alternation, ranges, capture groups, Kleene star, negations, and lookarounds. Reef introduces a new type of automata, Skipping Alternating Finite Automata (SAFA), that skips irrelevant parts of a document when producing proofs without undermining soundness, and instantiates SAFA with a lookup argument. Our experimental evaluation confirms that Reef can generate proofs for documents with 32M characters; the proofs are small and cheap to verify (under a second).
Paper: https://eprint.iacr.org/2023/1886
Communications Mining Series - Zero to Hero - Session 1DianaGray10
This session provides introduction to UiPath Communication Mining, importance and platform overview. You will acquire a good understand of the phases in Communication Mining as we go over the platform with you. Topics covered:
• Communication Mining Overview
• Why is it important?
• How can it help today’s business and the benefits
• Phases in Communication Mining
• Demo on Platform overview
• Q/A
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.
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:
GridMate - End to end testing is a critical piece to ensure quality and avoid...ThomasParaiso2
End to end testing is a critical piece to ensure quality and avoid regressions. In this session, we share our journey building an E2E testing pipeline for GridMate components (LWC and Aura) using Cypress, JSForce, FakerJS…
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
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
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.
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
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/
2. An earthquake, magnitude 8.0, struck Sichuan province of China at 2:28PM, May 12, 2008. The epicenter of the earthquake, Wenchuan, is about 90 miles from Chengdu. The earthquake released more energy than 500 atomic bombs, 30 times more than the Kobe earthquake in Japan, 1995. By May 19, there were more than 32,000 confirmed dead, more than 20,000 still missing, and more than 4.7 million houses collapsed or heavily damaged.
3. Cities close to the epicenter were flattened; whole mountains collapsed.
5. Millions of people lost their beloved ones, their homes, their belongings. Yet there is no looting, no complaints, just people helping each other ( CNN )
6. Within hours, people rushed to rescue. Blood donation lines ran for 100 yards, and people waited hours to donate blood; within 24 hours, all major blood banks ran out storage space. The highway to the quake-struck city of Dujianyang (20 miles from Chengdu) was almost jammed one hour after the earthquake, not by people fleeing the aftershocks, but by volunteers, led by over 1,000 taxi drivers coming from Chengdu to help in the rescue. Chen Guangbiao ( 陈光标 ), owner of a big construction company 1,500 miles from the disaster area, just 2 hour 30 minutes after the earthquake, started transporting 60 construction machineries and led 120 volunteers to rescue. They arrived at the disaster area 24 hours later, almost the same time as Army Engineering Corp.
7. Medical workers provided care under extreme conditions; they even delivered many newborn babies at the parking lot.
8. Wen Jiabao ( 温家宝 ), 66, Chinese Prime Minister, boarded a plane 30 m inutes after the earthquake, and arrived in the disaster area in 2 hours. He has been the chief of the rescue operation since then, working almost around clock at the frontline with rescue workers.
9. 1,100 paratroopers started boarding airplanes 2 hours after earthquake. Despite heavy rain, high wind and thick cloud, they jumped from over 20,000 feet high to remote mountain areas where they did not even know if there would be a place for them to land. The first to jump off was Senior Colonel Li Zhenbo ( 李振波 ) , 51.
10. With roads buried by landslide and bad weather hammering airborne operations, a group of 600 soldiers and medical teams, let by Major General Xia Guofu ( 夏国富 ), 57, Commander in Chief of Sichuan Military District, walked 21 hours straight on foot thru mountainous areas, carrying heavy relief supplies, risking landslides and falling rocks. They became the first group to arrive at the epicenter of the earthquake.
11. Soldiers and rescue workers worked around clock to rescue people still buried. Unable to transport heavy machinery to the remote areas since roads were buried by landslides, they often had to use their bare hands to move tons of concrete.
12. People are rushing to donate money. Many rich people donated in millions, but no one can match Xu Chao ( 徐超 ), 60, on the right. He is a homeless man from Nanjing, 1000 miles from the disaster area. He saw the news and went to donate 5 Yuan in the morning. He said people in the disaster area were worse off than him because their lives were threatened. He came back in the afternoon, donated another 100 Yuan ($14). He explained that all he had were pennies and dimes, and he didn’t want to waste volunteer workers’ time to count them, so he went to the bank to change everything he had into one big bill. This is from a man who doesn’t have money to buy food for himself.
13. Song X inying ( 宋馨懿 ), 3, pulled out from rubble after being buried for 2 days. She was in critical condition and lost a leg, but survived. Her parents held each other’s hands and shoulders face to face to make an arch to shield her from the falling building. Her parents did not make it out.
14. A 5 year old boy was rescued after being buried under rubble for 24 hours. His left hand was broken, but he smiled and saluted his rescuers. His smile made everybody cry.
15. Zhang Jiwang ( 张吉万 ), 11, carrying his sister Zhang H an ( 张韩 ), 3 , walked 12 hours straight to flee the disaster center.
16. Yuan Wentin ( 袁文婷 ), 26, first grade teacher. When the earthquake struck, she rushed to carry her stunned students from their classroom on the 3 rd floor to the ground. She managed to pull out most of her students, but the building collapsed when she was trying to pull out the last few. At the last moment of her life, she was trying to use her body to shield the students from falling concrete. Many teachers did the same thing. They are Zhang Mia, Gou Xiao Chao, Wu Zhonghong, Mrs. Duzheng 谭千秋、张米亚、苟晓超、吴忠洪、杜正香 ......
17. This high school student was rescued from a collapsed building. She lost both legs, and both of her hands were broken. The rescue workers were all in tears when they saw this. She smiled to them: “Be Brave!”
18. This baby, after being buried over 24 hours, was miraculously rescued unscratched. He is about 3-4 months old, and his mother kneeled down, pinned her head and hands on the ground to shield him from the falling concrete, and provided milk to him. His mother did not make it out. A rescue worker found his mom’s cell phone in his wrapper. It had a text message left by his mother: “Dear child, if you survive, please remember, Mom loves you forever…”