eFolder Webinar: How One Partner Leverages Dell AppAssure and StorageCraftDropbox
This document discusses how the IT solutions partner eFolder leverages Dell AppAssure and StorageCraft ShadowProtect backup and disaster recovery (BDR) solutions to serve small and medium-sized businesses. It provides an overview of the key capabilities and use cases of each solution, compares the retail pricing models, and outlines how eFolder's cloud services can help partners globalize monitoring and differentiate their offerings.
The FIDO Alliance has launched of the FIDO Device Onboard (FDO) protocol, a new, open IoT standard that enables devices to simply and securely onboard to cloud and on-premise management platforms. Through this standard, the FIDO Alliance addresses challenges of security, cost and complexity tied to IoT device deployment at scale. FIDO Device Onboard furthers the fundamental vision of the Alliance, which has brought together 250+ of the most influential and innovative companies and government agencies from around the world to address cyber security in order to eliminate data breaches, and enable secure online experiences.
Dell Precision 3540: Laptop Văn Phòng cấu hình caoLAPTOP TRẦN PHÁT
Dell Inspiron 3540 là dòng văn phòng sở hữu thiết kế thời thượng, cấu hình mạnh mẽ. Chiếc máy được trang bị bộ vi xử lýIntel® Core™ i5-8365U Processor 6M Cache, up to 4.10 GHz giúp tăng tốc quá trình hoạt động của hệ thống; phù hợp để xử lý đồ họa và các tác vụ nặng.
Nguồn: https://laptops.vn/san-pham/dell-precision-3540/
This presentation provides a brief overview eFolder BDR. eFolder BDR is a wholesale, backup and disaster recovery solution designed for MSPs, solution providers, and VARs.
eFolder Webinar: How One Partner Leverages Dell AppAssure and StorageCraftDropbox
This document discusses how the IT solutions partner eFolder leverages Dell AppAssure and StorageCraft ShadowProtect backup and disaster recovery (BDR) solutions to serve small and medium-sized businesses. It provides an overview of the key capabilities and use cases of each solution, compares the retail pricing models, and outlines how eFolder's cloud services can help partners globalize monitoring and differentiate their offerings.
The FIDO Alliance has launched of the FIDO Device Onboard (FDO) protocol, a new, open IoT standard that enables devices to simply and securely onboard to cloud and on-premise management platforms. Through this standard, the FIDO Alliance addresses challenges of security, cost and complexity tied to IoT device deployment at scale. FIDO Device Onboard furthers the fundamental vision of the Alliance, which has brought together 250+ of the most influential and innovative companies and government agencies from around the world to address cyber security in order to eliminate data breaches, and enable secure online experiences.
Dell Precision 3540: Laptop Văn Phòng cấu hình caoLAPTOP TRẦN PHÁT
Dell Inspiron 3540 là dòng văn phòng sở hữu thiết kế thời thượng, cấu hình mạnh mẽ. Chiếc máy được trang bị bộ vi xử lýIntel® Core™ i5-8365U Processor 6M Cache, up to 4.10 GHz giúp tăng tốc quá trình hoạt động của hệ thống; phù hợp để xử lý đồ họa và các tác vụ nặng.
Nguồn: https://laptops.vn/san-pham/dell-precision-3540/
This presentation provides a brief overview eFolder BDR. eFolder BDR is a wholesale, backup and disaster recovery solution designed for MSPs, solution providers, and VARs.
The document describes the Dell Latitude 5000 Series laptops. Key features include thinner and lighter designs, longer battery life enabled by Intel 4th Generation Core processors, optional touchscreens, and reliable and durable construction. The laptops also offer strong security features like encryption and authentication options. They are designed to be manageable with tools that integrate with Microsoft System Center and Dell KACE for easy deployment and maintenance of large fleets.
12 reasons to deploy OpenManage Enterprise to manage your Dell EMC PowerEdge servers.
At Dell EMC, our mandate to IT Pros is clear: Make infrastructure management simple, centralized and automated to enable you to work on IT management tasks that drive more value for your business and for your customers.OpenManage Enterprise console enables IT Pros to use fewer tools and less time in managing IT infrastructure with more precision and uptime, while also eliminating costly errors and downtime.
The document discusses the FIDO Alliance's efforts to address the challenge of securely onboarding IoT devices. It summarizes that (1) the FIDO Alliance launched a working group to develop specifications for fast, scalable device onboarding and activation, (2) the specifications allow for zero-touch onboarding of a variety devices to multiple clouds and late binding of devices to clouds, and (3) the specifications have been contributed as an open source project under the Linux Foundation's LF Edge to promote further development and adoption.
This document introduces Ceedo, a company that develops application and desktop virtualization solutions. It summarizes Ceedo Enterprise, their flagship product, which provides a complete and secure workspace on a USB drive. It outlines their technology, customers, partners and resources available to help with sales. The roadmap shows their focus on Project Ren to enable user-installed applications and VDI, as well as upcoming Windows 8 support.
The document advertises Dell laptops and tablets, highlighting their security, manageability, and reliability. It promotes the Latitude 7000 series ultrabook for its blend of these qualities in a slim design. It also features the new Dell Venue tablets and OptiPlex desktops. The document provides specifications and ordering information for these products.
Are you Dell Data Protection users? If so, you probably know that Dell Data Protection gets its sunset and try to find a replacement like MiniTool ShadowMaker.
Building enterprise Internet of Things (IoT) systems must start with reviewing and strengthening your current IT security to prepare for potential additional risk exposure. Then, understanding the security posture of connected devices being added to the network determines what smarter edge architectural components, such as IoT gateways, are needed to establish and defend functional integrity and enable protection from risks of less capable connected sensors and legacy equipment. This session will discuss the unique security risks in IoT ecosystems and the strategies and tools for addressing them.
The document discusses mobile software trends, including the history and convergence of mobile operating systems like Android, iOS, and Windows Phone. It summarizes key points about each platform and how the industry is shifting as mobile devices take on more traditional computer functions through powerful processors and "screen + experience" designs. The rise of virtualization technologies and cloud-based services are changing how mobile software is developed and delivered across a variety of devices.
Meistern Sie die Zukunft des digitalen Arbeitsplatzes: Nahtloses hybrides Arbeiten ermöglichen, verteilte Daten schützen, Anwender mit intelligenter Technologie begeistern. Guido Baron, CMC (DELL Technologies)
eFolder Webinar, Seven Great Reasons to Upgrade Legacy BDRs NowDropbox
eFolder partner Erik Thorsell explores the reasons to aggressively upgrade your BDR installed base. Erik shares essential learnings from his 18 month refresh of his entire client base.
This document provides an overview of Android modding and rooting techniques for security practitioners. It begins by introducing the speaker and their background in security research. The rest of the document covers topics like the goals of modding, locked and unlocked bootloaders, flashing techniques like fastboot and update.zip, and case studies of rooting methods on different Android devices. The overall aim is to demystify modding and rooting while also drawing conclusions about the security impact.
Dell is the world's leading computer systems company. They design, build and customize products and services to satisfy customer requirements across business and consumer markets. Dell has experienced significant growth over the past 18 years, growing revenue from less than $1 billion in 1992 to over $31 billion in 2002. Dell commands 15% of the worldwide PC market and has over 35,000 employees. Dell attributes its success to its unique low-cost business model, direct sales approach, and collaborative R&D.
Webinar: Securing IoT with FIDO AuthenticationFIDO Alliance
IDC estimates that there will be 41.6 billion connected IoT devices by 2025, opening up opportunities for increased efficiencies and innovation across industries. Yet, lack of IoT security standards and typical processes such as shipping with default password credentials and manual onboarding leave devices, and the networks they operate on, open to large-scale attack.
Last summer, the FIDO Alliance announced a new standards initiative to tackle these security issues in IoT. The Alliance’s IoT Technical Working Group aims to provide a comprehensive authentication framework for IoT devices in keeping with the fundamental mission of the Alliance – passwordless authentication. These webinar slides provide an update on this new work area, including:
--How FIDO Authentication and existing specifications fit into the IoT ecosystem today
--The charter and goals of the IoT TWG, including development of specifications for IoT device attestation/authentication profiles to enable interoperability between service providers and IoT devices; automated onboarding, and binding of applications and/or users to IoT devices; and IoT device authentication and provisioning via smart routers and IoT hubs
--The progress of the working group to date, including the use case and target architectures the IoT TWG is looking at as a foundation for its specifications and certification program
Webinar: eFolder Expert Series: Five Technologies from AppAssure to Boost You...Dropbox
eFolder Partner Lliam Holmes, CEO of MIS Solutions in Suwanee GA, reviews the five key technologies in AppAssure that can improve partner profits. In this one hour webinar, Lliam reviews the benefits of the eFolder AppAssure Cloud. Come hear Lliam dive deep into the whys and hows:
- Why AppAssure + eFolder = Data integrity + Fast recovery
- How AppAssure reveals hidden problems in Windows server setup
- Why de-duplication and chain-free retention yield low costs and high margins
- How the new eFolder Continuity Cloud enables in-the-cloud virtualization
- Why it sells
eFolder Webinar_How One Partner Wins with the eFolder AppAssure CloudDropbox
In this Expert Series webinar, eFolder partner Jonas Vachal explains why he has standardized on the the eFolder AppAssure Cloud for his thriving managed service practice.
Dell OEM Solutions allows companies to receive Dell systems preinstalled with their entire customized software stack, including applications and drivers, reducing time to market. Windows Embedded operating systems are compatible with existing software and provide extended lifecycles. Dell handles the licensing, installation, activation and customization of Windows Embedded during the factory process so solutions are ready to ship to customers.
All you need to know about mide disk on modulefranklintom289
MIDE-Disk on Module are flash storage modules that can be connected directly to a host motherboard through the IDE connector. These are compact and are used in many computing applications worldwide.
All you need to know about mide disk on modulefranklintom289
MIDE-Disk on Module (DOM) are flash storage modules that can directly connect to a computer motherboard through an IDE connector, functioning like a hard disk drive. There are two main types: 40-pin IDE DOM for larger drives and 44-pin for smaller drives. DOM offers advantages over HDDs like lower power consumption, higher performance, and greater durability from shock and temperature variations. They are often used in embedded systems, industrial automation, POS devices, and other applications.
The document describes the Dell Latitude 5000 Series laptops. Key features include thinner and lighter designs, longer battery life enabled by Intel 4th Generation Core processors, optional touchscreens, and reliable and durable construction. The laptops also offer strong security features like encryption and authentication options. They are designed to be manageable with tools that integrate with Microsoft System Center and Dell KACE for easy deployment and maintenance of large fleets.
12 reasons to deploy OpenManage Enterprise to manage your Dell EMC PowerEdge servers.
At Dell EMC, our mandate to IT Pros is clear: Make infrastructure management simple, centralized and automated to enable you to work on IT management tasks that drive more value for your business and for your customers.OpenManage Enterprise console enables IT Pros to use fewer tools and less time in managing IT infrastructure with more precision and uptime, while also eliminating costly errors and downtime.
The document discusses the FIDO Alliance's efforts to address the challenge of securely onboarding IoT devices. It summarizes that (1) the FIDO Alliance launched a working group to develop specifications for fast, scalable device onboarding and activation, (2) the specifications allow for zero-touch onboarding of a variety devices to multiple clouds and late binding of devices to clouds, and (3) the specifications have been contributed as an open source project under the Linux Foundation's LF Edge to promote further development and adoption.
This document introduces Ceedo, a company that develops application and desktop virtualization solutions. It summarizes Ceedo Enterprise, their flagship product, which provides a complete and secure workspace on a USB drive. It outlines their technology, customers, partners and resources available to help with sales. The roadmap shows their focus on Project Ren to enable user-installed applications and VDI, as well as upcoming Windows 8 support.
The document advertises Dell laptops and tablets, highlighting their security, manageability, and reliability. It promotes the Latitude 7000 series ultrabook for its blend of these qualities in a slim design. It also features the new Dell Venue tablets and OptiPlex desktops. The document provides specifications and ordering information for these products.
Are you Dell Data Protection users? If so, you probably know that Dell Data Protection gets its sunset and try to find a replacement like MiniTool ShadowMaker.
Building enterprise Internet of Things (IoT) systems must start with reviewing and strengthening your current IT security to prepare for potential additional risk exposure. Then, understanding the security posture of connected devices being added to the network determines what smarter edge architectural components, such as IoT gateways, are needed to establish and defend functional integrity and enable protection from risks of less capable connected sensors and legacy equipment. This session will discuss the unique security risks in IoT ecosystems and the strategies and tools for addressing them.
The document discusses mobile software trends, including the history and convergence of mobile operating systems like Android, iOS, and Windows Phone. It summarizes key points about each platform and how the industry is shifting as mobile devices take on more traditional computer functions through powerful processors and "screen + experience" designs. The rise of virtualization technologies and cloud-based services are changing how mobile software is developed and delivered across a variety of devices.
Meistern Sie die Zukunft des digitalen Arbeitsplatzes: Nahtloses hybrides Arbeiten ermöglichen, verteilte Daten schützen, Anwender mit intelligenter Technologie begeistern. Guido Baron, CMC (DELL Technologies)
eFolder Webinar, Seven Great Reasons to Upgrade Legacy BDRs NowDropbox
eFolder partner Erik Thorsell explores the reasons to aggressively upgrade your BDR installed base. Erik shares essential learnings from his 18 month refresh of his entire client base.
This document provides an overview of Android modding and rooting techniques for security practitioners. It begins by introducing the speaker and their background in security research. The rest of the document covers topics like the goals of modding, locked and unlocked bootloaders, flashing techniques like fastboot and update.zip, and case studies of rooting methods on different Android devices. The overall aim is to demystify modding and rooting while also drawing conclusions about the security impact.
Dell is the world's leading computer systems company. They design, build and customize products and services to satisfy customer requirements across business and consumer markets. Dell has experienced significant growth over the past 18 years, growing revenue from less than $1 billion in 1992 to over $31 billion in 2002. Dell commands 15% of the worldwide PC market and has over 35,000 employees. Dell attributes its success to its unique low-cost business model, direct sales approach, and collaborative R&D.
Webinar: Securing IoT with FIDO AuthenticationFIDO Alliance
IDC estimates that there will be 41.6 billion connected IoT devices by 2025, opening up opportunities for increased efficiencies and innovation across industries. Yet, lack of IoT security standards and typical processes such as shipping with default password credentials and manual onboarding leave devices, and the networks they operate on, open to large-scale attack.
Last summer, the FIDO Alliance announced a new standards initiative to tackle these security issues in IoT. The Alliance’s IoT Technical Working Group aims to provide a comprehensive authentication framework for IoT devices in keeping with the fundamental mission of the Alliance – passwordless authentication. These webinar slides provide an update on this new work area, including:
--How FIDO Authentication and existing specifications fit into the IoT ecosystem today
--The charter and goals of the IoT TWG, including development of specifications for IoT device attestation/authentication profiles to enable interoperability between service providers and IoT devices; automated onboarding, and binding of applications and/or users to IoT devices; and IoT device authentication and provisioning via smart routers and IoT hubs
--The progress of the working group to date, including the use case and target architectures the IoT TWG is looking at as a foundation for its specifications and certification program
Webinar: eFolder Expert Series: Five Technologies from AppAssure to Boost You...Dropbox
eFolder Partner Lliam Holmes, CEO of MIS Solutions in Suwanee GA, reviews the five key technologies in AppAssure that can improve partner profits. In this one hour webinar, Lliam reviews the benefits of the eFolder AppAssure Cloud. Come hear Lliam dive deep into the whys and hows:
- Why AppAssure + eFolder = Data integrity + Fast recovery
- How AppAssure reveals hidden problems in Windows server setup
- Why de-duplication and chain-free retention yield low costs and high margins
- How the new eFolder Continuity Cloud enables in-the-cloud virtualization
- Why it sells
eFolder Webinar_How One Partner Wins with the eFolder AppAssure CloudDropbox
In this Expert Series webinar, eFolder partner Jonas Vachal explains why he has standardized on the the eFolder AppAssure Cloud for his thriving managed service practice.
Dell OEM Solutions allows companies to receive Dell systems preinstalled with their entire customized software stack, including applications and drivers, reducing time to market. Windows Embedded operating systems are compatible with existing software and provide extended lifecycles. Dell handles the licensing, installation, activation and customization of Windows Embedded during the factory process so solutions are ready to ship to customers.
All you need to know about mide disk on modulefranklintom289
MIDE-Disk on Module are flash storage modules that can be connected directly to a host motherboard through the IDE connector. These are compact and are used in many computing applications worldwide.
All you need to know about mide disk on modulefranklintom289
MIDE-Disk on Module (DOM) are flash storage modules that can directly connect to a computer motherboard through an IDE connector, functioning like a hard disk drive. There are two main types: 40-pin IDE DOM for larger drives and 44-pin for smaller drives. DOM offers advantages over HDDs like lower power consumption, higher performance, and greater durability from shock and temperature variations. They are often used in embedded systems, industrial automation, POS devices, and other applications.
Similar to Secure Zero Touch enabled Edge compute with Dell NativeEdge via FDO _ Brad at Dell.pdf (20)
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
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!
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
Building Production Ready Search Pipelines with Spark and MilvusZilliz
Spark is the widely used ETL tool for processing, indexing and ingesting data to serving stack for search. Milvus is the production-ready open-source vector database. In this talk we will show how to use Spark to process unstructured data to extract vector representations, and push the vectors to Milvus vector database for search serving.
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!SOFTTECHHUB
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
GraphRAG for Life Science to increase LLM accuracyTomaz Bratanic
GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
Infrastructure Challenges in Scaling RAG with Custom AI modelsZilliz
Building Retrieval-Augmented Generation (RAG) systems with open-source and custom AI models is a complex task. This talk explores the challenges in productionizing RAG systems, including retrieval performance, response synthesis, and evaluation. We’ll discuss how to leverage open-source models like text embeddings, language models, and custom fine-tuned models to enhance RAG performance. Additionally, we’ll cover how BentoML can help orchestrate and scale these AI components efficiently, ensuring seamless deployment and management of RAG systems in the cloud.