An API is an application programming interface that allows machines like apps and systems to access and use data and functionality over a network. APIs are intended for machine use rather than human use directly. Organizations use APIs to integrate their systems, reuse functionality, and increase automation. Individuals can use APIs to enhance their experiences and automate tasks. The API economy refers to the growing use of APIs, and API marketplaces help connect API providers and consumers.
A presentation to the FSN-Elite Conference on the Future of Finance in London. Discuses how developments in data science will radically change the finance function and analysis. Part of this presentation challenges the core of how Finance and Accounting manage their data.
Data Science is a new technology, which is basically used for apply critical analysis. It utilizes the potential and scope of Hadoop. It also helps fully in R programming and machine learning implementation. It is a blend of multiple technologies like data interface, algorithm. It helps to solve an analytical problem. Data Science provides a clear understanding of work in big data, analytical tool R. Also, it provide the analyses of big data. It gives a clear idea of understanding of data, transforming the data. Also, it helps in visualizing the data, exploratory analysis, understanding of null value. It used to impute the value with the help of different rules and logic.
Presentation given on TechnicalAnalyst.com event "Machine learning techniques in finance" on 17th November 2016.
- What is machine learning and how it can help predict finnacial markets
- Technical stock analysis vs. behavioural news and social media analysis
- How machine learning can be applied to technical analysis in the stock market
- How machine learning can be applied to new/social media analysis
Big data, Machine learning and the AuditorBharath Rao
Check an insight as to how an Auditor can leverage Analytics, machine learning, and Technology to achieve absolute assurance and to effectively control the Fraud Risk present in the Enterprise.
A presentation to the FSN-Elite Conference on the Future of Finance in London. Discuses how developments in data science will radically change the finance function and analysis. Part of this presentation challenges the core of how Finance and Accounting manage their data.
Data Science is a new technology, which is basically used for apply critical analysis. It utilizes the potential and scope of Hadoop. It also helps fully in R programming and machine learning implementation. It is a blend of multiple technologies like data interface, algorithm. It helps to solve an analytical problem. Data Science provides a clear understanding of work in big data, analytical tool R. Also, it provide the analyses of big data. It gives a clear idea of understanding of data, transforming the data. Also, it helps in visualizing the data, exploratory analysis, understanding of null value. It used to impute the value with the help of different rules and logic.
Presentation given on TechnicalAnalyst.com event "Machine learning techniques in finance" on 17th November 2016.
- What is machine learning and how it can help predict finnacial markets
- Technical stock analysis vs. behavioural news and social media analysis
- How machine learning can be applied to technical analysis in the stock market
- How machine learning can be applied to new/social media analysis
Big data, Machine learning and the AuditorBharath Rao
Check an insight as to how an Auditor can leverage Analytics, machine learning, and Technology to achieve absolute assurance and to effectively control the Fraud Risk present in the Enterprise.
BDW17 London - Abed Ajraou - First Utility - Putting Data Science in your Bus...Big Data Week
Data Science is now well established in our businesses, and everyone considers data as a key asset and critical for our competitiveness.
However, Data Science is not easy to manage, very often projects failed and the investment made is not seeing as profitable.
The aim of this talk is to share the knowledge in different areas:
* avoid classical mistakes in Data Science
* use the right Big Data technology
* apply the right methodology
* make the Data Science team more efficient
Want to pursue career in Data Science? Have knowledge of limited opportunities? Don't worry!
This e- book helps readers to know about top career opportunities one can pursue in Data Science. Further info.- https://www.henryharvin.com/business-analytics-course-with-python
Data and Analytics Career Paths, Presented at IEEE LYC'19.
About Speaker:
Ahmed Amr is a Data/Analytics Engineer at Rubikal, where he leads, develops, and creates daily data/analytics operations, which includes data ingestion , data streaming, data warehousing, and analytical dashboards. Ahmed is graduated from Computer Engineering Department, Alexandria University; and he is currently pursuing his MSc degree in Computer Science, AAST. Professionally, Ahmed worked with Egyptian/US startups such as (Badr, Incorta, WhoKnows) to develop their data/analytics projects. Academically, Ahmed worked as a Teaching Assistant in CS department, AAST. Ahmed helps software companies to develop robust data engineering infrastructure, and powerful analytical insights.
References:
1) https://www.datacamp.com/community/tutorials/data-science-industry-infographic
2) Analytics: The real-world use of big data, IBM, Executive Report
AI continues to expand into different areas like healthcare, agriculture, scientific research and auditing.
AI is still only touching the surface when it comes to its application, especially if AI can work with time-series data.
WSO2's API Vision: Unifying Control, Empowering DevelopersWSO2
Discover the innovative features and strategic vision that keep WSO2 an industry leader. Explore the exciting 2024 roadmap of WSO2 API management, showcasing innovations, unified APIM/APK control plane, natural language API interaction, and cloud native agility. Discover how open source solutions, microservices architecture, and cloud native technologies unlock seamless API management in today's dynamic landscapes. Leave with a clear blueprint to revolutionize your API journey and achieve industry success!
APIdays Open Banking & Fintech: Workshop - Financial Services Use Cases for APIsJeremy Brown
This was a fairly high level presentation I did at the APIdays Open Banking and Fintech event in London where I started to explore the main drivers for APIs, the mega trends in consumer banking and the various use cases for APIs within Financial Services.
🌺 Women in Automation Series: Intro to Studio ▶ Session 1Cristina Vidu
In this session we kick-start your journey as a woman RPA Developer, by introducing you to RPA and UiPath Studio. From women in RPA, to any woman developer wishing to step into RPA.
🧙♀️ Your trainer:
Maria Irimias, UiPath MVP, Service Delivery Manager & Solution Architect @accesa.eu
Maria has begun her software development journey 15 years ago. She carefully built her expertise in programming languages that stood the test of time, like .NET, and more recently accepted the challenges of RPA technology. Starting with 2021, Maria was chosen as UiPath MVP – the highest distinction within UiPath Community, as an acknowledgement of her RPA expertise and her status of RPA advocate and high community contributor.
🌺 About this event:
What is RPA (explain RPA technology)
Why RPA (explain technological benefits)
Why RPA as a career
Platform overview
Small automation demo
Install Studio demo
API Development has become one of the most often used phrases among tech enthusiasts and any organization developing web applications worldwide.
In today’s environment, API is crucial to businesses and, by extension, to the economy as a whole.
APIs are everywhere and are regularly used by regular people.
What It Takes to Build API IntegrationsNordic APIs
As APIs are becoming the building blocks of modern software, being able to rely on them is critical. Some might even say that APIs are the next big SaaS wave. But the problem is that as APIs become more universal, integrating them is not getting any easier, on the contrary. After interviewing over 50 engineering organizations, we’ve compiled a list of the best practices we came across and the challenges faced while building API integrations.
Guide To API Development – Cost, Importance, Types, Tools, Terminology, and B...Techugo
Building an API is the foundation for any apps dealing with data or requiring communication between two goods or services. A collection of guidelines or standards known as an API allows the software to use the capabilities of another app. For example, when you choose “Connect with Facebook,” Candy Crush immediately gets your Facebook account information. It can access the Facebook server using API integration, saving you the trouble of manually entering your information.
How to Develop APIs - Importance, Types, Tools, Terminology, and Best Practic...Techugo Inc
Wondering how to develop APIs? And want to perform API integration for your business? Then you must know everything about API development. Also, get top-notch API solutions from the best API app development company. So, contact us to build an API for your business application right now! Visit: https://www.techugo.com/blog/how-to-develop-apis-importance-types-tools-terminology-and-best-practices/
Nur durch qualitativ hochwertiges und zielgerichtetes API Management können lebendige API-Ökosysteme geschaffen werden. Diese API-Ökosysteme bieten Unternehmen die Chance ihre IT-Assets optimal an interne und externe Stakeholder anzubinden. Dadurch bietet sich ein hohes Potenzial, Unternehmen können sowohl bestehende IT-Systeme optimieren als auch komplett neue Geschäftsideen und Partnerschaften umsetzen. Doch was bedeutet qualitativ hochwertiges und zielgerichtetes API Management? Und wie kann man die Integration in bestehende, stark regulierte IT Landschaften schaffen und dabei Mehrwert für interne Beteiligten als auch externe Partner generieren? Wir stellen unseren Ansatz und Erfahrungen mit der SaaS Plattform und API Marketplace 'Syncier Marketplace' vor und gehen auf die Herausforderungen in der Versicherungsbranche ein.
What are ap is, how do they work, and why are they beneficial to developers a...Shelly Megan
We’re living in an API centric world Many of our daily activities revolve around APIs, and most of us are not even aware of it! You can instantly browse information on the current weather conditions.
BDW17 London - Abed Ajraou - First Utility - Putting Data Science in your Bus...Big Data Week
Data Science is now well established in our businesses, and everyone considers data as a key asset and critical for our competitiveness.
However, Data Science is not easy to manage, very often projects failed and the investment made is not seeing as profitable.
The aim of this talk is to share the knowledge in different areas:
* avoid classical mistakes in Data Science
* use the right Big Data technology
* apply the right methodology
* make the Data Science team more efficient
Want to pursue career in Data Science? Have knowledge of limited opportunities? Don't worry!
This e- book helps readers to know about top career opportunities one can pursue in Data Science. Further info.- https://www.henryharvin.com/business-analytics-course-with-python
Data and Analytics Career Paths, Presented at IEEE LYC'19.
About Speaker:
Ahmed Amr is a Data/Analytics Engineer at Rubikal, where he leads, develops, and creates daily data/analytics operations, which includes data ingestion , data streaming, data warehousing, and analytical dashboards. Ahmed is graduated from Computer Engineering Department, Alexandria University; and he is currently pursuing his MSc degree in Computer Science, AAST. Professionally, Ahmed worked with Egyptian/US startups such as (Badr, Incorta, WhoKnows) to develop their data/analytics projects. Academically, Ahmed worked as a Teaching Assistant in CS department, AAST. Ahmed helps software companies to develop robust data engineering infrastructure, and powerful analytical insights.
References:
1) https://www.datacamp.com/community/tutorials/data-science-industry-infographic
2) Analytics: The real-world use of big data, IBM, Executive Report
AI continues to expand into different areas like healthcare, agriculture, scientific research and auditing.
AI is still only touching the surface when it comes to its application, especially if AI can work with time-series data.
WSO2's API Vision: Unifying Control, Empowering DevelopersWSO2
Discover the innovative features and strategic vision that keep WSO2 an industry leader. Explore the exciting 2024 roadmap of WSO2 API management, showcasing innovations, unified APIM/APK control plane, natural language API interaction, and cloud native agility. Discover how open source solutions, microservices architecture, and cloud native technologies unlock seamless API management in today's dynamic landscapes. Leave with a clear blueprint to revolutionize your API journey and achieve industry success!
APIdays Open Banking & Fintech: Workshop - Financial Services Use Cases for APIsJeremy Brown
This was a fairly high level presentation I did at the APIdays Open Banking and Fintech event in London where I started to explore the main drivers for APIs, the mega trends in consumer banking and the various use cases for APIs within Financial Services.
🌺 Women in Automation Series: Intro to Studio ▶ Session 1Cristina Vidu
In this session we kick-start your journey as a woman RPA Developer, by introducing you to RPA and UiPath Studio. From women in RPA, to any woman developer wishing to step into RPA.
🧙♀️ Your trainer:
Maria Irimias, UiPath MVP, Service Delivery Manager & Solution Architect @accesa.eu
Maria has begun her software development journey 15 years ago. She carefully built her expertise in programming languages that stood the test of time, like .NET, and more recently accepted the challenges of RPA technology. Starting with 2021, Maria was chosen as UiPath MVP – the highest distinction within UiPath Community, as an acknowledgement of her RPA expertise and her status of RPA advocate and high community contributor.
🌺 About this event:
What is RPA (explain RPA technology)
Why RPA (explain technological benefits)
Why RPA as a career
Platform overview
Small automation demo
Install Studio demo
API Development has become one of the most often used phrases among tech enthusiasts and any organization developing web applications worldwide.
In today’s environment, API is crucial to businesses and, by extension, to the economy as a whole.
APIs are everywhere and are regularly used by regular people.
What It Takes to Build API IntegrationsNordic APIs
As APIs are becoming the building blocks of modern software, being able to rely on them is critical. Some might even say that APIs are the next big SaaS wave. But the problem is that as APIs become more universal, integrating them is not getting any easier, on the contrary. After interviewing over 50 engineering organizations, we’ve compiled a list of the best practices we came across and the challenges faced while building API integrations.
Guide To API Development – Cost, Importance, Types, Tools, Terminology, and B...Techugo
Building an API is the foundation for any apps dealing with data or requiring communication between two goods or services. A collection of guidelines or standards known as an API allows the software to use the capabilities of another app. For example, when you choose “Connect with Facebook,” Candy Crush immediately gets your Facebook account information. It can access the Facebook server using API integration, saving you the trouble of manually entering your information.
How to Develop APIs - Importance, Types, Tools, Terminology, and Best Practic...Techugo Inc
Wondering how to develop APIs? And want to perform API integration for your business? Then you must know everything about API development. Also, get top-notch API solutions from the best API app development company. So, contact us to build an API for your business application right now! Visit: https://www.techugo.com/blog/how-to-develop-apis-importance-types-tools-terminology-and-best-practices/
Nur durch qualitativ hochwertiges und zielgerichtetes API Management können lebendige API-Ökosysteme geschaffen werden. Diese API-Ökosysteme bieten Unternehmen die Chance ihre IT-Assets optimal an interne und externe Stakeholder anzubinden. Dadurch bietet sich ein hohes Potenzial, Unternehmen können sowohl bestehende IT-Systeme optimieren als auch komplett neue Geschäftsideen und Partnerschaften umsetzen. Doch was bedeutet qualitativ hochwertiges und zielgerichtetes API Management? Und wie kann man die Integration in bestehende, stark regulierte IT Landschaften schaffen und dabei Mehrwert für interne Beteiligten als auch externe Partner generieren? Wir stellen unseren Ansatz und Erfahrungen mit der SaaS Plattform und API Marketplace 'Syncier Marketplace' vor und gehen auf die Herausforderungen in der Versicherungsbranche ein.
What are ap is, how do they work, and why are they beneficial to developers a...Shelly Megan
We’re living in an API centric world Many of our daily activities revolve around APIs, and most of us are not even aware of it! You can instantly browse information on the current weather conditions.
This is a presentation inspired (heavily) by that of Joshu Bloch's presentation on "How to design a good API and its importance". I tried to simplify on API importance and tried to generify how to conceive it. No point referring to that presentation explicitly as I am mentioning it here and mentioned it at the start and end of the presentation as I made it in BASIS SoftExpo 2012
API (Application Programming Interface) development has become an essential aspect of modern software development. It allows different applications to interact with each other, exchange data and provide services seamlessly. To develop a successful API, you need to follow some crucial steps like defining API requirements, choosing the right protocol, designing the API interface, and testing it thoroughly. Furthermore, you should consider the security aspects of API development, including authentication, authorization, and encryption. Finally, you should document your API comprehensively, providing clear instructions for developers to use and integrate it with their applications.
My presentation in AWS Community Day, Bangalore 06-OCT-2018.
This talks about user interface evolution. Alexa enterprise use cases
#Alexa, #voicetech #Echo #CUI
INTERFACE by apidays 2023 - Designing APIs That Stand the Test of Time, Pooja...apidays
INTERFACE by apidays 2023
APIs for a “Smart” economy. Embedding AI to deliver Smart APIs and turn into an exponential organization
June 28 & 29, 2023
Designing APIs That Stand the Test of Time
Pooja Mistry, Developer Advocate at Postman
------
Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
Book: Software Architecture and Decision-MakingSrinath Perera
Uncertainty is the leading cause of mistakes made by practicing software architects. The primary goal of architecture is to handle uncertainty arising from user cases as well as architectural techniques. The book discusses how to make architectural decisions and manage uncertainty. From the book, You will learn common problems while designing a system, a default solution for each, more complex alternatives, and 5Q & 7P (Five Questions and Seven Principles) that help you choose.
Book, https://amzn.to/3v1MfZX
Blog: http://tinyurl.com/swdmblog
Six min video - https://youtu.be/jtnuHvPWlYU
We have critically evaluated how AI will shape integration use cases, their feasibility, and timelines. Emerging Technology Analysis Canvas (ETAC), a framework built to analyze emerging technologies, is the methodology of our study.
We observe that AI can significantly impact integration use cases and identify 13 AI-based use case classes for integration. Points to note include:
Enabling AI in an enterprise involves collecting, cleaning up, and creating a single representation of data as well as enforcing decisions and exposing data outside, each of which leads to many integration use cases. Hence, AI indirectly creates demand for integration.
AI needs data, which in some cases lead to significant competitive advantages. The need to collect data would drive vendors to offer most AI products in the cloud through APIs.
Due to lack of expertise and data, custom AI model building will be limited to large organizations. It is hard for small and medium size organization to build and maintain custom models.
The Role of Blockchain in Future IntegrationsSrinath Perera
We have critically evaluated blockchain-based integration use cases, their feasibility, and timelines. Emerging Technology Analysis Canvas (ETAC), a framework built to analyze emerging technologies, is the methodology of our study. Based on our analysis, we observe that blockchain can significantly impact integration use cases.
In our paper, we identify 30-plus blockchain-based use cases for integration and four architecture patterns. Notably, each use case we identified can be implemented using one of the architecture patterns. Furthermore, we also discuss challenges and risks posed by blockchains that would affect these architecture patterns.
Our webinar presents a critical analysis of serverless technology and our thoughts about its future. We use Emerging Technology Analysis Canvas (ETAC), a framework built to analyze emerging technologies, as the methodology of our study. Based on our analysis, we believe that serverless can significantly impact applications and software development workflows.
We’ve also made two further observations:
Limitations, such as tail latencies and cold starts, are not deal breakers for adoption. There are significant use cases that can work with existing serverless technologies despite these limitations.
We see a significant gap in required tooling and IDE support, best practices, and architecture blueprints. With proper tooling, it is possible to train existing enterprise developers to program with serverless. If proper tools are forthcoming, we believe serverless can cross the chasm in 3-5 years.
A detailed analysis can be found here: A Survey of Serverless: Status Quo and Future Directions. Join our webinar as we discuss this study, our conclusions, and evidence in detail.
1. Blockchain potential impact is real. If successful, Blockchain technologies can transform the way we live our day to day lives.
2. We believe technology is ready for limited applications in Digital Currency, Lightweight financial systems, Ledgers (of identity, ownership, status, and authority), Provenance (e.g. supply chains and other B2B scenarios) and Disintermediation, which we believe will happen in next three years.
3. However, with other use cases, blockchain faces significant challenges such as performance, irrevocability, need for regulation and lack of census mechanisms. These are hard problems and
4. It is not clear whether blockchain can sustain the current level of effort for extended period of 5+ years. There are many startups and they run the risk of running out of money before markets are ready. Failure of startups can inhibit further funding and investments.
5. Value and need of decentralization compared to centralized and semi-centralized alternatives is not clear.
A Visual Canvas for Judging New TechnologiesSrinath Perera
In the fast-changing technology world, the technology landscape shifts faster and faster. The agents of thses changes are new emerging technologies, which sometimes even create, destroy, or transform segments. In a shifting world, prevailing advantages are fleeting. Organizations that can master change and ride technology waves owns the future.
Not all emerging technologies live up to their promise. Every year, as a part of annual planning, most organizations need to decide relevance, impact, and the probability of success of emerging technologies and pick their bets. Although it is a regular decision there is no widely accepted framework for evaluating emerging technologies.
As a solution to this problem, we present “Emerging Technology Analysis Canvas” (ETAC), a framework to assess an individual emerging technology as a solution to this problem. Inspired by the Business Model Canvas, It represents different aspects of technology visually on a single page. This approach includes a set of questions that probe the technology arranged around a logical narrative. The visual representation is concise, compact, and comprehensible in a glance.
The talk discusses how analytics can attack privacy and what we can do about it. It discusses the legal responses (e.g. GDPR) as well technical responses ( differential privacy and homomorphic encryption).
The video is in https://www.facebook.com/eduscopelive/videos/314847475765297/ from 1.18.
Blockchain is often cited as one of the most impactful technology along with AI. It has attracted many startups, venture investments, and academic research. If successful, Blockchain technologies can transform the way, we live our day to day lives.
However, blockchain faces significant challenges such as performance, irrevocability, need for regulation and lack of census mechanisms. They are hard problems, and likely it will take at least 5-10 years to find answers to those problems.
Given the risk involved as well as the significant potential returns, we recommend a cautiously optimistic approach for blockchain with the focus on concrete use cases.
Today's Technology and Emerging Technology LandscapeSrinath Perera
We have seen the rise and fall of many technologies, some disappearing without a trace while others redefining the world. Collectively they have shaped our world beyond recognition. In this talk, Srinath will start with past technologies exploring their behavior. Then he will explore current middleware landscape, its composition, and relationships between different segments. He will discuss significant developments and discuss their future. Further, he will discuss emerging technologies, forces that shape them, and the promise of each technology, and finally, speculate about their evolution. You will walk away with knowledge on the evolution of middleware, the status quo, and discussion about how, at WSO2, we think those technologies will evolve.
Some died, some get by, but some have woven themselves to today's middleware so much that we do not notice them. The point I want to make is that not all emerging technologies are fads. Some are, and some are too early, like AI. But some are lasting.
The Rise of Streaming SQL and Evolution of Streaming ApplicationsSrinath Perera
First-generation stream processors, such as Apache Storm, wanted us to write code. It was a great start. However, when building real-world apps, which are used for a long time and evolve, writing code gets us into trouble.
If we want to query a database or query data stored in storage with Hadoop, we use SQL. Why can't we query data streaming using SQL? We can. Almost all open source stream processors, including Storm, Flink, and Kafka, have switched to SQL.
In this webinar, Srinath will talk about the evolution of stream processing, streaming SQL, the status quo, and what this means to stream applications. He will also dissect the experience of building streaming applications by exploring common patterns and pitfalls.
Analytics and AI: The Good, the Bad and the UglySrinath Perera
Analytics let us question the data, which in effect questions the world around us. This let us understand, monitor, and shape the world. AI let us discover connections, predict the possible futures and automate tasks.
These twin technologies can change the world around us. On one hand, make us efficient, connected, and fulfilled. At the same time, the change of status quo can replace jobs, affect lives and build biases into our systems that can marginalize millions.
In this talk, we will discuss core ideas behind analytics and AI, their possible impact, both good and bad outcomes, and challenges.
The dawn of digital businesses is upon us, with reimagined business models that make the best use of digital technologies such as automation, analytics, integration and cloud. Digital businesses are efficient, continuously optimizing, proactive, flexible and are able to fully understand their customers. Analytics is a key technology that helps in doing so. It acts as the eyes and ears of the system and provides a holistic view on the past and present so that decision-makers can predict what will happen in the future. This webinar will explore
Why becoming a digital business is not a choice
The role of analytics in digital transformation with examples
How best to leverage state of the art analytics technology
SoC Keynote:The State of the Art in Integration TechnologySrinath Perera
This talk discusses Outline of the state of the art of Enterprise Software and how we get there, as I see it. Also second part describes Ballerina, a new programming language WSO2 has built for Enterprise Computing.
It is presented as a Keynote at 11th Symposium and Summer School On Service-Oriented Computing.
We are at the dawn of digital businesses, that are reimagined to make the best use of digital technologies such as automation, analytics, cloud, and integration. These businesses are efficient, continuously optimizing, proactive, flexible and able to understand customers in detail. A key part of a digital business is analytics: the eyes and ears of the system that tracks and provides a detailed view on what was and what is and lets decision makers predict what will be.
This session will explore how the WSO2 analytics platform
Plays a role in your digital transformation journey
Collects and analyzes data through batch, real-time, interactive and predictive processing technologies
Lets you communicate the results through dashboards
Brings together all analytics technologies into a single platform and user experience
How Does XfilesPro Ensure Security While Sharing Documents in Salesforce?XfilesPro
Worried about document security while sharing them in Salesforce? Fret no more! Here are the top-notch security standards XfilesPro upholds to ensure strong security for your Salesforce documents while sharing with internal or external people.
To learn more, read the blog: https://www.xfilespro.com/how-does-xfilespro-make-document-sharing-secure-and-seamless-in-salesforce/
Field Employee Tracking System| MiTrack App| Best Employee Tracking Solution|...informapgpstrackings
Keep tabs on your field staff effortlessly with Informap Technology Centre LLC. Real-time tracking, task assignment, and smart features for efficient management. Request a live demo today!
For more details, visit us : https://informapuae.com/field-staff-tracking/
Globus Compute wth IRI Workflows - GlobusWorld 2024Globus
As part of the DOE Integrated Research Infrastructure (IRI) program, NERSC at Lawrence Berkeley National Lab and ALCF at Argonne National Lab are working closely with General Atomics on accelerating the computing requirements of the DIII-D experiment. As part of the work the team is investigating ways to speedup the time to solution for many different parts of the DIII-D workflow including how they run jobs on HPC systems. One of these routes is looking at Globus Compute as a way to replace the current method for managing tasks and we describe a brief proof of concept showing how Globus Compute could help to schedule jobs and be a tool to connect compute at different facilities.
Globus Connect Server Deep Dive - GlobusWorld 2024Globus
We explore the Globus Connect Server (GCS) architecture and experiment with advanced configuration options and use cases. This content is targeted at system administrators who are familiar with GCS and currently operate—or are planning to operate—broader deployments at their institution.
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I ...Juraj Vysvader
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I didn't get rich from it but it did have 63K downloads (powered possible tens of thousands of websites).
TROUBLESHOOTING 9 TYPES OF OUTOFMEMORYERRORTier1 app
Even though at surface level ‘java.lang.OutOfMemoryError’ appears as one single error; underlyingly there are 9 types of OutOfMemoryError. Each type of OutOfMemoryError has different causes, diagnosis approaches and solutions. This session equips you with the knowledge, tools, and techniques needed to troubleshoot and conquer OutOfMemoryError in all its forms, ensuring smoother, more efficient Java applications.
Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...Globus
Large Language Models (LLMs) are currently the center of attention in the tech world, particularly for their potential to advance research. In this presentation, we'll explore a straightforward and effective method for quickly initiating inference runs on supercomputers using the vLLM tool with Globus Compute, specifically on the Polaris system at ALCF. We'll begin by briefly discussing the popularity and applications of LLMs in various fields. Following this, we will introduce the vLLM tool, and explain how it integrates with Globus Compute to efficiently manage LLM operations on Polaris. Attendees will learn the practical aspects of setting up and remotely triggering LLMs from local machines, focusing on ease of use and efficiency. This talk is ideal for researchers and practitioners looking to leverage the power of LLMs in their work, offering a clear guide to harnessing supercomputing resources for quick and effective LLM inference.
Gamify Your Mind; The Secret Sauce to Delivering Success, Continuously Improv...Shahin Sheidaei
Games are powerful teaching tools, fostering hands-on engagement and fun. But they require careful consideration to succeed. Join me to explore factors in running and selecting games, ensuring they serve as effective teaching tools. Learn to maintain focus on learning objectives while playing, and how to measure the ROI of gaming in education. Discover strategies for pitching gaming to leadership. This session offers insights, tips, and examples for coaches, team leads, and enterprise leaders seeking to teach from simple to complex concepts.
Strategies for Successful Data Migration Tools.pptxvarshanayak241
Data migration is a complex but essential task for organizations aiming to modernize their IT infrastructure and leverage new technologies. By understanding common challenges and implementing these strategies, businesses can achieve a successful migration with minimal disruption. Data Migration Tool like Ask On Data play a pivotal role in this journey, offering features that streamline the process, ensure data integrity, and maintain security. With the right approach and tools, organizations can turn the challenge of data migration into an opportunity for growth and innovation.
Providing Globus Services to Users of JASMIN for Environmental Data AnalysisGlobus
JASMIN is the UK’s high-performance data analysis platform for environmental science, operated by STFC on behalf of the UK Natural Environment Research Council (NERC). In addition to its role in hosting the CEDA Archive (NERC’s long-term repository for climate, atmospheric science & Earth observation data in the UK), JASMIN provides a collaborative platform to a community of around 2,000 scientists in the UK and beyond, providing nearly 400 environmental science projects with working space, compute resources and tools to facilitate their work. High-performance data transfer into and out of JASMIN has always been a key feature, with many scientists bringing model outputs from supercomputers elsewhere in the UK, to analyse against observational or other model data in the CEDA Archive. A growing number of JASMIN users are now realising the benefits of using the Globus service to provide reliable and efficient data movement and other tasks in this and other contexts. Further use cases involve long-distance (intercontinental) transfers to and from JASMIN, and collecting results from a mobile atmospheric radar system, pushing data to JASMIN via a lightweight Globus deployment. We provide details of how Globus fits into our current infrastructure, our experience of the recent migration to GCSv5.4, and of our interest in developing use of the wider ecosystem of Globus services for the benefit of our user community.
Paketo Buildpacks : la meilleure façon de construire des images OCI? DevopsDa...Anthony Dahanne
Les Buildpacks existent depuis plus de 10 ans ! D’abord, ils étaient utilisés pour détecter et construire une application avant de la déployer sur certains PaaS. Ensuite, nous avons pu créer des images Docker (OCI) avec leur dernière génération, les Cloud Native Buildpacks (CNCF en incubation). Sont-ils une bonne alternative au Dockerfile ? Que sont les buildpacks Paketo ? Quelles communautés les soutiennent et comment ?
Venez le découvrir lors de cette session ignite
How to Position Your Globus Data Portal for Success Ten Good PracticesGlobus
Science gateways allow science and engineering communities to access shared data, software, computing services, and instruments. Science gateways have gained a lot of traction in the last twenty years, as evidenced by projects such as the Science Gateways Community Institute (SGCI) and the Center of Excellence on Science Gateways (SGX3) in the US, The Australian Research Data Commons (ARDC) and its platforms in Australia, and the projects around Virtual Research Environments in Europe. A few mature frameworks have evolved with their different strengths and foci and have been taken up by a larger community such as the Globus Data Portal, Hubzero, Tapis, and Galaxy. However, even when gateways are built on successful frameworks, they continue to face the challenges of ongoing maintenance costs and how to meet the ever-expanding needs of the community they serve with enhanced features. It is not uncommon that gateways with compelling use cases are nonetheless unable to get past the prototype phase and become a full production service, or if they do, they don't survive more than a couple of years. While there is no guaranteed pathway to success, it seems likely that for any gateway there is a need for a strong community and/or solid funding streams to create and sustain its success. With over twenty years of examples to draw from, this presentation goes into detail for ten factors common to successful and enduring gateways that effectively serve as best practices for any new or developing gateway.
Modern design is crucial in today's digital environment, and this is especially true for SharePoint intranets. The design of these digital hubs is critical to user engagement and productivity enhancement. They are the cornerstone of internal collaboration and interaction within enterprises.
Unleash Unlimited Potential with One-Time Purchase
BoxLang is more than just a language; it's a community. By choosing a Visionary License, you're not just investing in your success, you're actively contributing to the ongoing development and support of BoxLang.
Advanced Flow Concepts Every Developer Should KnowPeter Caitens
Tim Combridge from Sensible Giraffe and Salesforce Ben presents some important tips that all developers should know when dealing with Flows in Salesforce.
Enhancing Research Orchestration Capabilities at ORNL.pdfGlobus
Cross-facility research orchestration comes with ever-changing constraints regarding the availability and suitability of various compute and data resources. In short, a flexible data and processing fabric is needed to enable the dynamic redirection of data and compute tasks throughout the lifecycle of an experiment. In this talk, we illustrate how we easily leveraged Globus services to instrument the ACE research testbed at the Oak Ridge Leadership Computing Facility with flexible data and task orchestration capabilities.
3. Why mobile backends do not respond with HTML?
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It is hard for
the app to
understand
HTML
4. What is an API?
● When a site is intended for machines (e.g., agents,
apps, systems that act on behalf of humans), we call it
an API
● It is an API
⦿ When Delivered over the network
⦿ Intended for machines
⦿ Used by somebody other than it’s authors
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6. Why APIs? For individual
● Let us have a richer experience (e.g., browser vs. mobile app)
● Let us automate easier.
⦿ Having personal agents (e.g., Siri, find me the best deal for a
camera)
⦿ Personal Stocks triggers
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7. Why API? Organizations
● Each organization is a system of systems
⦿ E.g., Payroll, CRM, HR software, etc
● It enables reuse
⦿ Systems we build can use data and functionality of others.
⦾ e.g., do not write your email sender, use Twilio
⦾ e.g., get currency through an API instead of using EOD value
● It enables may systems to work as a single system.
⦿ Integrate data and services across different systems and vendors
(e.g., booking multi-hop journey)
⦿ Increase automation
● Unleash creativity by let others build on top of your APIs
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8. API Economy/ API Marketplace
● Just like the internet of sites need search engines, the internet of
APIs need a marketplace to find APIs
● When it comes to APIs, we are still in the early days of internet
where you heard about a web page from friends and went there
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9. Why Organizations Participate in API Economy
● Pros
⦿ Shorter time to market
⦿ To make money through core competencies
⦿ Save money through reuse
⦿ Get better services for a lower cost
⦿ To have a small footprint and less complexity
⦿ Cheaper in the long term
● Cons
⦿ Latency could be a challenge
⦿ Increase external dependencies
⦿ Could be expensive in the shotterm
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10. APIs as alternative Delivery Model / Business Models
● Common Advantages for both “software as API” and Data as API
⦿ Easy to update/ deliver
⦿ Easier to manage old versions
⦿ Better Governance - Easy to cancel/ control
⦾ e.g., OpenAI exposing models via API to make sure they can govern
⦿ Pay for use
● Deliver data as APIs
⦿ not give all data at once, only what is needed - not giving a way to dump all data
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11. How does it work?
● From the user point of view
⦿ Find APIs
⦿ Subscribe and get keys/ secrets
⦿ Test by talking to sandbox URLs
⦿ Integrate to the real system
● From the provider point of view
⦿ Write n Service / Existing Service
⦿ Publish the API to a market place
⦿ Intercept API calls, check for security, throttle, enforce subscription, etc.
⦿ Provide HA/ Scale
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