This document discusses cybersecurity considerations for industrial Internet of Things (IIoT) systems. It describes how IIoT systems are distributed across sensors, actuators and other devices with streaming data, analytics/control, and connectivity to IT systems and clouds. This distributed nature introduces potential vulnerabilities from threats. The document then introduces the Data Distribution Service (DDS) standard as a connectivity platform that can address challenges like security while supporting real-time and reliable data distribution. Key features of DDS like decentralization and publish/subscribe capabilities are described. Finally, the document outlines DDS security capabilities like authentication, access control, encryption and logging to secure IIoT systems from unauthorized access and tampering.
Presented by: Dr.-Ing. Dipl.-Inform. Daniel Ewert, Head of Research Group "Engineering Cybernetics," Assoc. Insitute for Management Cybernetics e.V., RWTH Aachen University
The Ice moon Enceladus of planet Saturn holds vast amounts of liquid water beneath its solid ice shell which possibly contain simple extraterrestrial life. For further examination an intended space mission by Germany's national space program aims to take probes from subsurface water using an autonomous ice probe. In order to navigate to a designated goal position, this probe must be able to localize itself within the ice. This localization is achieved by utilizing a distributed network of autonomous pinger units (APUs) which serve as external reference for the ice probe. The talk focusses on the technical details and communication and control mechanisms for this network.
Originally presented on April 11, 2017
Watch on-demand: https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=&eventid=1383298&sessionid=1&key=96B34B2E00F5FAA33C2957FE29D84624®Tag=&sourcepage=register
On-Demand: http://ecast.opensystemsmedia.com/474
GE, Cisco, AT&T, Intel and IBM recently established the Industrial Internet Consortium (IIC) at the Object Management Group (OMG) standards body. OMG is the world's largest system software standards organization, responsible for the UML modeling language and DDS data-centric middleware standards. Attend this webinar and find out how DDS can drive the Industrial Internet. At the OMG, the IIC will focus on standards relevant to the Industrial Internet, the branch of the Internet of Things that enables intelligent distributed machines. The IIC will break down technology silos to improve integration of the physical and digital worlds. RTI, the market-leading DDS vendor, provides the key communications infrastructure that enables smart machines in the Industrial Internet. This webinar will review the technology and examine real-world use cases for RTI DDS in the Industrial Internet across several industries, including medical, energy, aviation and automotive.
Speaker: Dr. Stan Schneider, Chief Executive Officer, RTI
Stan Schneider is a recognized expert in the development and integration of distributed real-time systems. He founded RTI to develop productivity tools for the real-time marketplace. Under his guidance, RTI has grown from inception to a multinational business with offices throughout North America and Europe.
Stan completed his Ph.D. in Electrical Engineering and Computer Science at Stanford University. He holds a BS in Applied Mathematics (Summa Cum Laude) and an MS in Computer Engineering from the University of Michigan.
Four Keys to Securing Distributed Control Systems and the Industrial IoT
Originally aired November 13, 2014
View On-Demand now: http://event.on24.com/r.htm?e=879027&s=1&k=F51E9DE70EB5A3BA7A0ECB9FB2CFCB66&partnerref=rti
Control systems are at the core of critical infrastructure and industrial applications. These include the power grid, medical devices, manufacturing systems, transportation infrastructure, cars and defense systems.
Because of their essential role and the value of the information they exchange, these systems must be protected from both espionage and sabotage. This is becoming even more imperative as the enabling devices are increasingly connected into the Industrial Internet of Things to improve efficiency and availability.
Securing control systems is particularly challenging because security cannot come at the expense of other fundamental requirements, including reliability, real-time performance, autonomy and interoperability.
This webinar will introduce the new Data Distribution Service (DDS) Security standard, the first standard designed to address security for mission-critical real-time systems. It will review how the DDS standard provides authentication, confidentiality and access control while still satisfying demanding reliability and performance requirements. It will also show how DDS Security can be easily incorporated into existing systems regardless of whether or not they already use DDS.
Speaker: David Barnett, Vice President of Products and Markets
Interoperability is a key requirement for the IoT but what does it really mean? Standard protocols for different vendor's devices to interact with each other? Connection between different languages and operating systems? Wireless technology choice? A way for devices to interact with the cloud? Does it include data syntax? Must we model semantics? Can security interoperate? RTI, the world's largest embedded middleware company, participates in about 15 different "interoperability" efforts, including FACE (avionics), GVA (European vehicle architecture), SGIP (smart grid) and ICE (medical systems). We are leaders in the Industrial IoT and its leading consortium, the Industrial Internet Consortium (IIC). This session will examine the depth of the interoperability problem and explore solutions.
Presented by Stan Schneider, RTI CEO at IoTDevCon 2015
Embedded systems are becoming interconnected and accessible via the internet. Gartner Group estimates there will be nearly 26 billion devices that make up the Internet of Things by 2020. This results in a massive variety of connected devices with varying security, reliability, and authentication requirements. Cost sensitivity also figures into the equation. This mix of requirements and costs require IoT developers to identify sensor, processor, and software solutions that address the requirements and hit required price points. Join us as IoT solution experts discuss sensors, connectivity, processors, platforms, and software for IoT applications and overview applications of IoT in various markets.
Watch for free on-demand http://ecast.opensystemsmedia.com/511
TechTalk: Connext DDS 5.2 - Faster and Easier Development of Industrial Internet Systems and Applications
Watch on-demand: https://youtu.be/j1G0MHC0Vwc
Presented by: Dr.-Ing. Dipl.-Inform. Daniel Ewert, Head of Research Group "Engineering Cybernetics," Assoc. Insitute for Management Cybernetics e.V., RWTH Aachen University
The Ice moon Enceladus of planet Saturn holds vast amounts of liquid water beneath its solid ice shell which possibly contain simple extraterrestrial life. For further examination an intended space mission by Germany's national space program aims to take probes from subsurface water using an autonomous ice probe. In order to navigate to a designated goal position, this probe must be able to localize itself within the ice. This localization is achieved by utilizing a distributed network of autonomous pinger units (APUs) which serve as external reference for the ice probe. The talk focusses on the technical details and communication and control mechanisms for this network.
Originally presented on April 11, 2017
Watch on-demand: https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=&eventid=1383298&sessionid=1&key=96B34B2E00F5FAA33C2957FE29D84624®Tag=&sourcepage=register
On-Demand: http://ecast.opensystemsmedia.com/474
GE, Cisco, AT&T, Intel and IBM recently established the Industrial Internet Consortium (IIC) at the Object Management Group (OMG) standards body. OMG is the world's largest system software standards organization, responsible for the UML modeling language and DDS data-centric middleware standards. Attend this webinar and find out how DDS can drive the Industrial Internet. At the OMG, the IIC will focus on standards relevant to the Industrial Internet, the branch of the Internet of Things that enables intelligent distributed machines. The IIC will break down technology silos to improve integration of the physical and digital worlds. RTI, the market-leading DDS vendor, provides the key communications infrastructure that enables smart machines in the Industrial Internet. This webinar will review the technology and examine real-world use cases for RTI DDS in the Industrial Internet across several industries, including medical, energy, aviation and automotive.
Speaker: Dr. Stan Schneider, Chief Executive Officer, RTI
Stan Schneider is a recognized expert in the development and integration of distributed real-time systems. He founded RTI to develop productivity tools for the real-time marketplace. Under his guidance, RTI has grown from inception to a multinational business with offices throughout North America and Europe.
Stan completed his Ph.D. in Electrical Engineering and Computer Science at Stanford University. He holds a BS in Applied Mathematics (Summa Cum Laude) and an MS in Computer Engineering from the University of Michigan.
Four Keys to Securing Distributed Control Systems and the Industrial IoT
Originally aired November 13, 2014
View On-Demand now: http://event.on24.com/r.htm?e=879027&s=1&k=F51E9DE70EB5A3BA7A0ECB9FB2CFCB66&partnerref=rti
Control systems are at the core of critical infrastructure and industrial applications. These include the power grid, medical devices, manufacturing systems, transportation infrastructure, cars and defense systems.
Because of their essential role and the value of the information they exchange, these systems must be protected from both espionage and sabotage. This is becoming even more imperative as the enabling devices are increasingly connected into the Industrial Internet of Things to improve efficiency and availability.
Securing control systems is particularly challenging because security cannot come at the expense of other fundamental requirements, including reliability, real-time performance, autonomy and interoperability.
This webinar will introduce the new Data Distribution Service (DDS) Security standard, the first standard designed to address security for mission-critical real-time systems. It will review how the DDS standard provides authentication, confidentiality and access control while still satisfying demanding reliability and performance requirements. It will also show how DDS Security can be easily incorporated into existing systems regardless of whether or not they already use DDS.
Speaker: David Barnett, Vice President of Products and Markets
Interoperability is a key requirement for the IoT but what does it really mean? Standard protocols for different vendor's devices to interact with each other? Connection between different languages and operating systems? Wireless technology choice? A way for devices to interact with the cloud? Does it include data syntax? Must we model semantics? Can security interoperate? RTI, the world's largest embedded middleware company, participates in about 15 different "interoperability" efforts, including FACE (avionics), GVA (European vehicle architecture), SGIP (smart grid) and ICE (medical systems). We are leaders in the Industrial IoT and its leading consortium, the Industrial Internet Consortium (IIC). This session will examine the depth of the interoperability problem and explore solutions.
Presented by Stan Schneider, RTI CEO at IoTDevCon 2015
Embedded systems are becoming interconnected and accessible via the internet. Gartner Group estimates there will be nearly 26 billion devices that make up the Internet of Things by 2020. This results in a massive variety of connected devices with varying security, reliability, and authentication requirements. Cost sensitivity also figures into the equation. This mix of requirements and costs require IoT developers to identify sensor, processor, and software solutions that address the requirements and hit required price points. Join us as IoT solution experts discuss sensors, connectivity, processors, platforms, and software for IoT applications and overview applications of IoT in various markets.
Watch for free on-demand http://ecast.opensystemsmedia.com/511
TechTalk: Connext DDS 5.2 - Faster and Easier Development of Industrial Internet Systems and Applications
Watch on-demand: https://youtu.be/j1G0MHC0Vwc
By John Breitenbach, RTI Field Applications Engineer
Contents
Introduction to RTI
Introduction to Data Distribution Service (DDS)
DDS Secure
Connext DDS Professional
Real-World Use Cases
RTI Professional Services
Global C4IR Masterclass Cambridge Hayward - CIR 2017Justin Hayward
Global platform for industry40, investment, innovation, capital, trends, drivers, tipping points, productivity gains, turnaround time, marketing automation, business automation, process automation, industrial automation, connectivity, AI, business models, growth. Relative competitiveness: abundance of cheap labour becomes less compelling when have extreme automation. Balance may move towards developed countries, but reverse diffusion and general automation adoption improves quality of life through more meaningful work even in low wage countries.
The global C4IR(TM) event series is available to franchise via www.cir-strategy.com as C4IRx.
D4: Predix Cool Features (Predix Transform 2016) Predix
http://predixtransform.com
See what's brewing in the Predix architecture labs. We'll provide examples of features and additions currently under consideration. While we cannot guarantee that all ideas will eventually become products, we promise this session to be packed with interesting and perhaps awe-inspiring previews.
Topics covered: Predix Appliance; Extended Asset Service; Knowledge Graph; Blockchain for Industrial Internet of Things
Desafíos de la Ciberseguridad en un ecosistema digitalmente transformadoCristian Garcia G.
Para trabajar en un ecosistema digitalmente transformado, los directores de sistemas de información y otros líderes empresariales tienen que navegar en un entorno de amenazas a la seguridad en constante cambio. Las soluciones de Next Gen Security (NGS) son soluciones de seguridad optimizadas para trabajar mejor con la escala masiva y cobertura expansiva de la Tercera Plataforma. Aunque 7 de cada 10 empresas afirman estar en el proceso de implementar una solución más de seguridad de nueva generación, 3 de esos 7 no tendrá éxito por la falta de competencia interna, por lo que el tema de seguridad es cada día más crítico”. Akamai ofrece un rendimiento a escala con la solución de distribución en la nube más grande y confiable del mundo. Sus recursos se escalan de forma que sus clientes no tengan que hacerlo. Akamai tiene una visibilidad sin igual de las propiedades más atacadas en la web y obtiene inteligencia ante amenazas continuamente a partir de inspecciones avanzadas tanto del tráfico bueno como del malo.
Webinar: OPC UA Clients on Linux Systems with InduSoft Web Studio-InduSoft Pr...AVEVA
InduSoft Web Studio recently added the capability to run the OPC UA client on Linux machines using the platform-agnostic IoTView. Join us for this month’s webinar featuring Thomas Burke, President of the OPC Foundation. He’ll discuss the benefits of an open communication standard like OPC UA and explain how using the OPC UA server on Linux machines can open up new possibilities for communication.
Every day, the worlds of OT and IT continue to blend together and access to data becomes more vital. That’s why it’s more important than ever to embrace modern technology and security standards through collaboration with IT to provide more robust, efficient automation systems and minimize cybersecurity risks.
Internet of Things - Are traditional architectures good enough?Guido Schmutz
Independent of the source of data, the integration of event streams into an Enterprise Architecture gets more and more important in the world of sensors, social media streams and Internet of Things. Events have to be accepted quickly and reliably, they have to be distributed and analysed, often with many consumers or systems interested in all or part of the events. Dependent on the size and quantity of such events, this can quickly be in the range of Big Data. How can we efficiently collect and transmit these events? How can we make sure that we can always report over historical events? How can these new events be integrated into traditional infrastructure and application landscape?
Starting with a product and technology neutral reference architecture, we will then present different solutions using Open Source frameworks.
Easing Integration of Large-Scale Real-Time Systems with DDSRick Warren
Webcast (sorry, audio not included) on system integration design patterns from July of 2010 pertaining mostly (but not exclusively) to Data-Distribution Service (DDS) technology.
Security from the Start: Optimizing Your Acquia Experience with Acquia Cloud...Rachel Wandishin
The threat landscape of DDoS attacks, data breaches, and performance disruption continues to become more complex and overwhelming. You don’t have to worry alone.
At Acquia, our suite of Acquia Cloud Edge solutions allows your team to deliver faster, reliable digital experiences and sites that are protected from threats and disruption. On average, Acquia Cloud Edge blocks more than 13 million threats per week.
Join Brad LaPorte, Acquia Security Product Manager, to learn how your organization can build security best practices from the start:
In this webinar, Brad LaPorte will outline:
- An overview of the current state of the threat landscape.
- Detailed examples on how Acquia can help your organization become more secure.
- Best practices on protecting your environment from the start and beyond.
One of the most important challenges that system designers and system integrators face when deploying complex Industrial Internet of Things (IoT) systems is the integration of different connectivity solutions and standards. At RTI, we are constantly working to accelerate the Industrial IoT revolution. Over the past few years, we have developed standard connectivity gateways to ensure that DDS systems can easily integrate with other core connectivity frameworks.
This year, we developed a standard OPC UA/DDS Gateway, a bridge between two of the most well-known Industrial IoT connectivity frameworks. We are excited to announce that the gateway was just adopted by the Object Management Group (OMG).
In this webinar, we will dive deeper into the importance of choosing a baseline core connectivity standard for the Industrial IoT and how to ensure all system components are fully integrated. Attendees will also learn:
How the OPC UA/DDS Gateway specification was developed and how it works
How to leverage the Gateway to enable DDS and OPC UA applications to interoperate transparently
About the first standard connectivity gateway released with RTI Web Integration Service in Connext DDS 5.3
Gateways are a critical component of system interoperability and we will keep working to help companies accelerate Industrial IoT adoption.
inmation Software GmbH, located near Cologne, Germany, is a specialized software vendor in the area of system integration and industrial IT. inmation offers a software platform - system:inmation - which is a horizontally scalable, distributed information management system for production data, or any time-related information, entirely based on recent software technologies. In addition, inmation and its international partner network act as a competent team to help manufacturing industries embarking on 360° system integration and complete Enterprise Control to achieve their goals in an efficient and sustained manner.
Real-Time Innovations (RTI) is the largest software framework provider for smart machines and real-world systems. The company’s RTI Connext® product enables intelligent architecture by sharing information in real-time, making large applications work together as one.
Presented by: Mr Keith Smith, UK GVA Office, Defence Equipment and Support, UK MOD
A presentation on the progress, plans and development of the UK Generic Vehicle Architecture Programme, which underpins the integration of future UK military vehicle mission systems. The presentation will address the requirement to use DDS technology and an OMG Model Driven Architecture Approach for the data modeling aspects. It will also cover the creation of NATO GVA STANAG 4754 based on the UK GVA Approach.
Presented by: Daniel Gavrila, Senior Software Engineer, Selex ES GmbH
In the context of the SESAR (Single European Sky ATM Research) project SELEX ES GmbH was in charge to develop one prototype to provide meteorological services to airspace users involved in air traffic management activities. The WISADS system processes the weather information and generates warnings and alerts due to freely definable and combinable thresholds. A browser based graphical user interface that is using a GIS background was developed.
The RTI Connext DDS is used to facilitate the communication between different processes in the WISADS system.
Presented by: Rune Volden, R&D Manager, Ulstein Power & Control AS
This talk will focus on where we were last year, how we overcome challenges and what's coming up. The way our component suppliers have adapted to our system setup is quite amazing. This enables us to apply a clean architecture based on DDS, with clear responsibility in terms of liability issues. Redundancy in hardware solution and flexibility in size, realtime capability and scalability is changing the way we do system integration for present and future needs.
Presented by: Johnny Willemsen, CTO, Remedy IT
Our presentation will give an overview of our component based approach and how we integrated RTI Connext DDS in a way that we can provide an interaction pattern based C++11 API to our users. The component based approach simplifies the application code and provides an architectural framework for the complete system.
Presented by: Sergey Tarassenko, Research Assistant, Institute of Robotics and Mechatronics, DLR
Minimally invasive surgery (MIS) challenges the surgeon's skills due to his separation from the operation area which can be reached by long laparoscopic instruments only. To overcome the drawbacks of conventional MIS the DLR works on a research system for telerobotic endoscopic surgery. The DLR telesurgery scenario MiroSurge system includes a master console with a 3D-display and two haptic devices to control three MIRO robot arms. RTI Connext DDS provides the communications infrastructure between robots, controllers and user interfaces, facilitating synchronization and coordination between them.
First Steps with Globus Compute Multi-User EndpointsGlobus
In this presentation we will share our experiences around getting started with the Globus Compute multi-user endpoint. Working with the Pharmacology group at the University of Auckland, we have previously written an application using Globus Compute that can offload computationally expensive steps in the researcher's workflows, which they wish to manage from their familiar Windows environments, onto the NeSI (New Zealand eScience Infrastructure) cluster. Some of the challenges we have encountered were that each researcher had to set up and manage their own single-user globus compute endpoint and that the workloads had varying resource requirements (CPUs, memory and wall time) between different runs. We hope that the multi-user endpoint will help to address these challenges and share an update on our progress here.
Exploring Innovations in Data Repository Solutions - Insights from the U.S. G...Globus
The U.S. Geological Survey (USGS) has made substantial investments in meeting evolving scientific, technical, and policy driven demands on storing, managing, and delivering data. As these demands continue to grow in complexity and scale, the USGS must continue to explore innovative solutions to improve its management, curation, sharing, delivering, and preservation approaches for large-scale research data. Supporting these needs, the USGS has partnered with the University of Chicago-Globus to research and develop advanced repository components and workflows leveraging its current investment in Globus. The primary outcome of this partnership includes the development of a prototype enterprise repository, driven by USGS Data Release requirements, through exploration and implementation of the entire suite of the Globus platform offerings, including Globus Flow, Globus Auth, Globus Transfer, and Globus Search. This presentation will provide insights into this research partnership, introduce the unique requirements and challenges being addressed and provide relevant project progress.
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.
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).
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.
Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...Globus
The Earth System Grid Federation (ESGF) is a global network of data servers that archives and distributes the planet’s largest collection of Earth system model output for thousands of climate and environmental scientists worldwide. Many of these petabyte-scale data archives are located in proximity to large high-performance computing (HPC) or cloud computing resources, but the primary workflow for data users consists of transferring data, and applying computations on a different system. As a part of the ESGF 2.0 US project (funded by the United States Department of Energy Office of Science), we developed pre-defined data workflows, which can be run on-demand, capable of applying many data reduction and data analysis to the large ESGF data archives, transferring only the resultant analysis (ex. visualizations, smaller data files). In this talk, we will showcase a few of these workflows, highlighting how Globus Flows can be used for petabyte-scale climate analysis.
Navigating the Metaverse: A Journey into Virtual Evolution"Donna Lenk
Join us for an exploration of the Metaverse's evolution, where innovation meets imagination. Discover new dimensions of virtual events, engage with thought-provoking discussions, and witness the transformative power of digital realms."
Enterprise Resource Planning System includes various modules that reduce any business's workload. Additionally, it organizes the workflows, which drives towards enhancing productivity. Here are a detailed explanation of the ERP modules. Going through the points will help you understand how the software is changing the work dynamics.
To know more details here: https://blogs.nyggs.com/nyggs/enterprise-resource-planning-erp-system-modules/
Top Features to Include in Your Winzo Clone App for Business Growth (4).pptxrickgrimesss22
Discover the essential features to incorporate in your Winzo clone app to boost business growth, enhance user engagement, and drive revenue. Learn how to create a compelling gaming experience that stands out in the competitive market.
How Recreation Management Software Can Streamline Your Operations.pptxwottaspaceseo
Recreation management software streamlines operations by automating key tasks such as scheduling, registration, and payment processing, reducing manual workload and errors. It provides centralized management of facilities, classes, and events, ensuring efficient resource allocation and facility usage. The software offers user-friendly online portals for easy access to bookings and program information, enhancing customer experience. Real-time reporting and data analytics deliver insights into attendance and preferences, aiding in strategic decision-making. Additionally, effective communication tools keep participants and staff informed with timely updates. Overall, recreation management software enhances efficiency, improves service delivery, and boosts customer satisfaction.
Software Engineering, Software Consulting, Tech Lead.
Spring Boot, Spring Cloud, Spring Core, Spring JDBC, Spring Security,
Spring Transaction, Spring MVC,
Log4j, REST/SOAP WEB-SERVICES.
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.
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.
Developing Distributed High-performance Computing Capabilities of an Open Sci...Globus
COVID-19 had an unprecedented impact on scientific collaboration. The pandemic and its broad response from the scientific community has forged new relationships among public health practitioners, mathematical modelers, and scientific computing specialists, while revealing critical gaps in exploiting advanced computing systems to support urgent decision making. Informed by our team’s work in applying high-performance computing in support of public health decision makers during the COVID-19 pandemic, we present how Globus technologies are enabling the development of an open science platform for robust epidemic analysis, with the goal of collaborative, secure, distributed, on-demand, and fast time-to-solution analyses to support public health.
A Comprehensive Look at Generative AI in Retail App Testing.pdfkalichargn70th171
Traditional software testing methods are being challenged in retail, where customer expectations and technological advancements continually shape the landscape. Enter generative AI—a transformative subset of artificial intelligence technologies poised to revolutionize software testing.
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.
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.