Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
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.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
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.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
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
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
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/
Search and Society: Reimagining Information Access for Radical FuturesBhaskar Mitra
The field of Information retrieval (IR) is currently undergoing a transformative shift, at least partly due to the emerging applications of generative AI to information access. In this talk, we will deliberate on the sociotechnical implications of generative AI for information access. We will argue that there is both a critical necessity and an exciting opportunity for the IR community to re-center our research agendas on societal needs while dismantling the artificial separation between the work on fairness, accountability, transparency, and ethics in IR and the rest of IR research. Instead of adopting a reactionary strategy of trying to mitigate potential social harms from emerging technologies, the community should aim to proactively set the research agenda for the kinds of systems we should build inspired by diverse explicitly stated sociotechnical imaginaries. The sociotechnical imaginaries that underpin the design and development of information access technologies needs to be explicitly articulated, and we need to develop theories of change in context of these diverse perspectives. Our guiding future imaginaries must be informed by other academic fields, such as democratic theory and critical theory, and should be co-developed with social science scholars, legal scholars, civil rights and social justice activists, and artists, among others.
2. So Where Were We…
• Between Minis and Micros, we’re taking a break in our HIS-tory
to look at a market segment that has since grown to dwarf many
HIS vendors in terms of annual revenue and number of
employees.
– If that sounds preposterous, look at Healthcare Informatics
2010 “Top 100” list of HIS vendors by revenue, you will find:#2 = Dell at $2.5 Billion (they claim 50%
of that is “services” or consulting)
#6 = CSC (Computer Science
Corporation) = $1.6 Billion (all
“services” or consulting, no hardware)
- That makes these firms twice as big as
Epic, with a mere $650 Million, and HI
doesn’t even list giant Xerox (ACS)!?
– So how did boutique consulting firms like
SIDA & HMC ever get that big? Read on…
3. It Started in Brooklyn…
• Allow me a personal digression to get to the start
of one of these monsters from my last episode
on Minis: Healthcare Information Systems, Inc.
• You may remember HIS was selling a system that
didn’t exist – a daring idea back in 1982, but a
little more de rigueur in these “visionware” days.
• You may remember Dick Schopp, an ex-McAuto
super-salesman who ran the Midwest territory
• Dick sold our non-existing IBM mainframe
system to several large hospitals in Indiana, who
were eager to obtain software as modern and
powerful as their IBM 4300 mainframes.
• I met many of their DP people (no “IT” then) who
came to Brooklyn to hear our HIS Inc. pitch…
4. A Word To The Wise…
(from the not-so-wise!)
• Fast forward a few years to circa 1984, and I was now working for
Dorenfest in Chicago as the “Interim President” of Sentry Data
Systems, the bankrupt mini vendor Sheldon & I were trying to sell.
• I can still remember sitting in Gerry Mathis’ old office one cold day
when the phone rang and it was a guy from one of Dick’s HIS Inc
Indiana sales: a very bright, young IBM guru named Rich Helppie.
• Seems Rich had moved on from his hospital after
HIS Inc failed to deliver, and was starting his own
consulting firm called specializing in IBM systems.
• I remembered Rich as a very sharp & capable guy,
and so gave him my honest advice: don’t do it!
• Back then in the mid-80s, the Big Eight reigned
supreme, and boutiques like SIDA got the crumbs.
• Rich thanked me, but stuck to his IBM-based plan.
5. Superior Consultants
• How dumb I was! Rich went on to sell tons of PCS/ADS
(Application Development System) gigs, despite my
ignorant advice, and did very well, dominating the field
• IBM mainframes dominated the LARGE hospital
market, who had the bucks to buy mucho consulting.
• Rich’s firm, Superior Consultants, earned their name!
• Remember from previous HIS-tory segments, IBM not
only dominated mainframes back in the 70s, but it’s Sys
34, 36 and 38 minis dominated minis in the 80s as well.
• So Rich wisely expanded from IBM 43XX and 30XX
mainframes into their Sys 3X minicomputers as well.
• He also expanded from purely technical consulting
(programming & operations) into strategic consulting:
strategic planning, system selections, installations, etc,
and stated covering all HIS systems, not just IBM.
6. Amazing Growth!
• Just how big did Superior Consulting get to be? Check the math:
– In 1984 when I got my call, Rich started out as a 1-man band,
like so many of the “hang a shingle” guys we profiled last
week
– At its peak, Superior employed over 1,400 people, has annual
revenues of $149M, serving 3,000 clients in all 50 states...
– That’s an annual growth rate (CAGR) of about 50%!
• With those kind of numbers, no wonder Superior went public in
1996, following the typical HIS vendor route for cashing in chips.• In 2004, Superior sold to competitor ACS for $95M95M
- Who was ACS (Affiliated Computer Services)?
• And how big did Superior Consulting grow that fast?
– The answer to both $64,000 questions (remember
that TV show?) is the subject of the next episode,
which also has its roots in an earlier HIS-tory…
7. Amazing Growth!
• Just how big did Superior Consulting get to be? Check the math:
– In 1984 when I got my call, Rich started out as a 1-man band,
like so many of the “hang a shingle” guys we profiled last
week
– At its peak, Superior employed over 1,400 people, has annual
revenues of $149M, serving 3,000 clients in all 50 states...
– That’s an annual growth rate (CAGR) of about 50%!
• With those kind of numbers, no wonder Superior went public in
1996, following the typical HIS vendor route for cashing in chips.• In 2004, Superior sold to competitor ACS for $95M95M
- Who was ACS (Affiliated Computer Services)?
• And how big did Superior Consulting grow that fast?
– The answer to both $64,000 questions (remember
that TV show?) is the subject of the next episode,
which also has its roots in an earlier HIS-tory…