Architecture Patterns for the Next-generation Data Ecosystem

December 29, 2017 | 34 views

Transforming IT systems, specifically regulatory and compliance reporting applications has become imperative in a rapidly evolving global scenario. Business transparency and confidentiality, information security, improved data quality for monitoring and compliance, and advanced predictive capabilities form the focus of regulatory activity in the financial services industry. Financial institutions need to consistently meet these objectives in the normal course as also during stress or crisis scenarios. Traditionally, enterprise data management solutions with traditional data warehouses and Business Intelligence (BI) applications served as the foundation for banks’ information needs. However, new technologies in the Big Data space demand a reengineer of these platforms to meet the ever-growing demand for better performance, scalability, and availability. This paper discusses the challenges inherent to the traditional data ecosystems, the architectural approaches available to address these challenges, and the roadmap for building next-generation data ecosystems

Spotlight

Glassbeam, Inc

Glassbeam is a machine data analytics company bringing structure to complex data generated from any connected machine in the Industrial IoT industry. Bringing structure and meaning to data from any connected device, Glassbeam provides actionable intelligence to the Internet of Things.

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VIRTUAL DESKTOP STRATEGIES

Evaluating the Impact of Application Virtualization

Article | June 7, 2022

The emergence of the notion of virtualization in today's digital world has turned the tables. It has assisted the sector in increasing production and making every activity easy and effective. One of the most remarkable innovations is the virtualization of applications, which allows users to access and utilize applications even if they are not installed on the system on which they are working. As a result, the cost of obtaining software and installing it on specific devices is reduced. Application virtualization is a technique that separates an application from the operating system on which it runs. It provides access to a program without requiring it to be installed on the target device. The program functions and interacts with the user as if it were native to the device. The program window can be resized, moved, or minimized, and the user can utilize normal keyboard and mouse movements. There might be minor differences from time to time, but the user gets a seamless experience. Let’s have a look at the ways in which application virtualization helps businesses. The Impact of Application Virtualization • Remote-Safe Approach Application virtualization enables remote access to essential programs from any end device in a safe and secure manner. With remote work culture developing as an increasingly successful global work paradigm, the majority of businesses have adapted to remote work-from-home practice. This state-of-the-art technology is the best option for remote working environments because it combines security and convenience of access. • Expenditure Limitations If you have a large end-user base that is always growing, acquiring and operating separate expensive devices for each individual user would definitely exhaust your budget. In such situations, virtualization will undoubtedly come in handy because it has the potential to offer all necessary applications to any target device. • Rolling Out Cloud Applications Application virtualization can aid in the development and execution of a sophisticated and controlled strategy to manage and assure a seamless cloud transition of an application that is presently used as an on-premise version in portions of the same enterprise. In such cases, it is vital to guarantee that the application continues to work properly while being rolled out to cloud locations. You can assure maximum continuity and little impact on your end customers by adopting a cutting-edge virtualization platform. These platforms will help to ensure that both the on-premise and cloud versions of the application are delivered smoothly to diverse groups sitting inside the same workspace. • Implementation of In-House Applications Another prominent case in which virtualization might be beneficial is the deployment and execution of in-house applications. Developers often update such programs on a regular basis. Application virtualization enables extensive remote updates, installation, and distribution of critical software. As a result, this technology is crucial for enterprises that build and employ in-house applications. Closing Lines There is no doubt about the efficiency and advantages of application virtualization. You do not need to be concerned with installing the programs on your system. Moreover, you do not need to maintain the minimum requirements for running such programs since they will operate on the hosted server, giving you the impression that the application is operating on your system. There will be no performance concerns when the program runs. There will not be any overload on your system, and you will not encounter any compatibility issues as a result of your system's underlying operating system.

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VIRTUAL DESKTOP STRATEGIES

Rising Importance of Network Virtualization

Article | July 12, 2022

Network virtualization combines network resources to integrate several physical networks, segment a network, or construct software networks among VMs. IT teams can construct numerous separate virtual networks using network virtualization. Virtual networks can be added and scaled without changing hardware. Teams can start up logical networks more rapidly in response to business needs using network virtualization. This adaptability improves service delivery, efficiency, and control. Importance of Network Virtualisation Network virtualization entails developing new rules for the delivery of network services. This involves software-defined data centers (SDDC), cloud computing, and edge computing. Virtualization assists in the transformation of networks from rigid, wasteful, and static to optimized, agile, and dynamic. To ensure agility and speed, modern virtual networks must keep up with the needs of cloud-hosted, decentralized applications while addressing cyberthreats. You can deploy and upgrade programs in minutes thanks to network virtualization. This eliminates the need to spend time setting up the infrastructure to accommodate the new applications. What is the Process of Network Virtualization? Several network functions that were previously done manually on hardware are now automated through network virtualisation. Network managers can construct, maintain, and provide networks programmatically in software while employing the hardware as a packet-forwarding backplane. Physical network resources, such as virtual private networks (VPNs), load balancing, firewalling, routing, and switching, are pooled and supplied in software. To do this, you merely require Internet Protocol (IP) packet forwarding from the hardware or physical network. Individual workloads, such as virtual machines, can access network services that have been distributed to a virtual layer. There are several kinds of virtual machines accessible. The finest virtual machines enable network administrators to access all parts of a network from a single point of access. Closing Lines Network virtualization will remain a critical component in both business and carrier network architectures. Network virtualization projects in the future will inevitably incorporate zero trust, automation, and edge and cloud computing.

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SERVER HYPERVISORS

Network Virtualization: Gaining a Competitive Edge

Article | September 9, 2022

Network virtualization (NV) is the act of combining a network's physical hardware into a single virtual network. This is often accomplished by running several virtual guest computers in software containers on a single physical host system. Network virtualization is the gold standard for networking, and it is being adopted by enterprises of all kinds globally. By integrating their existing network gear into a single virtual network, enterprises can save operating expenses, automate network and security processes, and set the stage for future growth. Businesses can use virtualization to imitate many types of traditional hardware, including servers, storage devices, and network resources. Three Forces Driving Network Virtualization Demand for enterprise networks keeps rising, driven by higher end-user demands and the proliferation of devices and business software. Through network virtualization, IT businesses are gaining the ability to respond to evolving needs and match their networking capabilities with their virtualized storage and computing resources. According to a recent SDxCentral survey, 88% of respondents believe that adopting a network virtualization solution is "mission critical" and that it is necessary to assist IT in addressing the immediate requirements of flexibility, scalability, and cost savings (both OpEx and CapEx) in the data center. Speed Today, consider any business as an example. Everything depends on IT's capacity to assist business operations. When a company wants to 'surprise' its clients with a new app, launch a competitive offer, or pursue a fresh route to market, it requires immediate IT assistance. That implies IT must move considerably more swiftly, and networks must evolve at the rapid speed of a digitally enabled organization. Security According to a PricewaterhouseCoopers survey, the average organization experiences two successful cyberattacks every week. Perimeter security is just insufficient to stem the flood, and network experts are called upon to provide a better solution. The new data center security approach will: Be software-based Use the micro-segmentation principle Adopt a Zero Trust (ZT) paradigm In an ideal world, there would be no difference between trustworthy and untrusted networks or sectors, but a ZT model necessitates a network virtualization technology that allows micro-segmentation. Flexibility Thanks to the emergence of server virtualization, applications are no longer linked to a specific physical server in a single location. Applications can now be replicated to eliminate a data center for disaster recovery, moved through one corporate data center to another, or slipped into a hybrid cloud environment. The problem is that network setup is hardware-dependent, and hardwired networking connections restrict them. Because networking services vary significantly from one data center to the next, as an in-house data center differs from a cloud, you must perform extensive personalization to make your applications work in different network environments—a significant barrier to app mobility and another compelling reason to utilize network virtualization. Closing Lines Network virtualization is indeed the future technology. These network virtualization platform characteristics benefit more companies as CIOs get more involved in organizational processes. As consumer demand for real-time solutions develops, businesses will be forced to explore network virtualization as the best way to take their networks to another level.

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VIRTUAL DESKTOP STRATEGIES

Digital Marketplace: The Future of E-commerce

Article | July 12, 2022

It is no surprise that e-commerce has grown dramatically in recent years. I don't want to be boring, but certainly the pandemic and a few other market factors have had a role. From ancient times, marketplaces of all shapes and sizes have served as the foundation for all types of business. As the world transforms and becomes more digital, the rise of digital marketplaces, e-commerce, and other types of online business is exploding. E-commerce marketplace platforms are rapidly expanding in the digital environment and are expected to acquire momentum as the future of e-commerce. This increase is because of the fact that online marketplaces combine user demand and provide customers with a broader selection of products. Digital Marketplaces Are the Way to the Future of E-Commerce Without a doubt, online marketplaces will dominate the e-commerce business in the coming years. According to Coresight Research, marketplace platform revenue will more than double, reaching around $40 billion in 2022. This means that by 2022, online marketplaces will account for 67% of worldwide e-Commerce revenues (Forrester). Today, the issue is not whether you sell online but how far you can reach. E-commerce offers limitless opportunities, and all you need to do is keep pace with the trends. What are you doing right now? How far can you go? Have you already made the transition from local to global? Digital marketplaces are indeed the way of the future of e-commerce. The earlier you realize this and integrate it into your sales and marketing approach, the better. I really mean it. The world is changing, and your competitors are not sleeping. You cannot overlook this trend if you really want to stay ahead. It's all about the people in business, as it has always been. Understanding who you're pitching to is critical to your success. You should be aware. Everything you do in business should get you closer to your target audience. Closing Lines: Digital marketplaces are indeed the future of commerce. People will inevitably start shopping online even more in the future. That implies methods and means will be developed to make such transactions easier for the common individual. Explore how your business might profit from these markets and trends that suggest the future of physical and online shopping.

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Spotlight

Glassbeam, Inc

Glassbeam is a machine data analytics company bringing structure to complex data generated from any connected machine in the Industrial IoT industry. Bringing structure and meaning to data from any connected device, Glassbeam provides actionable intelligence to the Internet of Things.

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Infortrend Powers Up Scale-Out Unified Storage EonStor GS U.2

Infortrend | May 31, 2022

Infortrend Technology, Inc., a market-leading enterprise storage supplier, has enhanced EonStor GS U.2, an enterprise scale-out unified storage system with U.2 NVMe SSD. It provides block and file-level scale-out extensibility to boost capacity and performance as storage requirements rise. The EonStor GS (GS) unified SAN/NAS storage is intended for a variety of corporate applications such as database, virtualization, video post-production, and file sharing. It provides excellent capacity and performance in a variety of ways. Users can begin with one GS and add other GS as required to establish a cluster with up to four appliances through scale-out. GS supports the common ultra-fast U.2 SSD and boosts performance up to 1000K IOPS and 22GB/s per appliance to improve data processing with high IOPS and low latency. GS offers a single namespace for CIFS and NFS user access from Windows, Linux, and macOS. IT administration can be simplified even further with auto-balancing, which ensures that data is stored equitably on each GS in a cluster. IT personnel may save money by expanding all-flash U.2 GS with HDD JBOD and letting the auto-tiering technology move 'hot' and 'cold' data between high-performance SSD and cost-effective HDD. For forward-looking enterprises seeking a competitive and cost-saving solution, we updated GS unified storage with support of scale-out expandability and U.2 SSD. Users can connect several GS into a cluster with optimized load balancing, increased I/Os, and tight data protection." Frank Lee, Senior Director of Product Planning Infortrend has revamped its 2022 Reseller Partnership Program to assist partners in increasing expertise and profitability. Partners enjoy special benefits like deal registration with price protection, access to demo machines, and much more.

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Mavenir’s Containerized Open vRAN Small Cell Solution Wins Award

Mavenir | May 30, 2022

Mavenir, the network software company transforming the way the world connects by contributing to the growth of networks with cloud-native software that runs on any cloud, today announced that it has won the SCF Small Cell Awards 2022 for Significant Contributions to Emerging Technology or Architecture for its design and delivery of the first fully containerized small cell Open Virtualized Radio Access Network (Open vRAN) for indoor and outdoor connectivity. Mavenir's containerized Open vRAN solution is the first of its type, combining Open RAN compatibility with container mobility and flexibility. This small cell solution applies the same forward-thinking ideas that have had substantial benefits in macro networks to small cell networks. The adoption of a containerized solution is an important step in the development of connectivity, as it shifts away from physical infrastructure and toward a digital cloud-based environment. Containers advance virtualization by enabling network workloads to operate anywhere: on-premise, private cloud, or public cloud. The same solution may be readily migrated to a new platform with no modifications, resulting in the optimum resource usage at the best pricing. Containerization gives more flexibility while also providing considerable advantages in terms of deployment time and cost. Moving network operations to a new platform takes just minutes. The combination of Open RAN with containerization in a single architecture results in: By reducing the profitability barrier for small cell installations, new income sources are created. more task management flexibility increased supplier pool and promotion of innovation “The judges were excited by this solution because it has combined two important technologies in a way that contributes to a key goal for operators – fully distributed load and traffic management. This will be very important for making virtualized small cell networks scalable and efficient.” Caroline Gabriel, Rethink Technology Research

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Vultr Talon Cloud Virtualization Provider Now Available on Beta

Vultr | May 27, 2022

Vultr, a leading independent cloud infrastructure provider, announced today that Vultr Talon, powered by NVIDIA GPUs and NVIDIA AI Enterprise software, is currently in beta. Vultr Talon, a ground-breaking cloud-based platform, enables GPU sharing, allowing several workloads to execute effectively on a single NVIDIA GPU. Vultr is the first cloud service to provide GPU sharing by virtualizing NVIDIA A100 Tensor Core GPUs. Vultr is launching a set of virtual machine (VM) packages incorporating the NVIDIA A100 today, with prices beginning at $90 per month, or $0.13 per hour. Breakthrough Cloud Platform Enabling AI Workloads at a Fraction of the Cost Vultr Talon is powered by a cutting-edge NVIDIA GPU virtualization technology based on NVIDIA's vGPU software. Rather than connecting whole real GPUs to VMs, Vultr adds just a portion in the form of a virtual GPU (vGPU). The NVIDIA AI Enterprise software package, which incorporates NVIDIA vGPU software and is geared for remotely performing AI workloads and high-performance data analytics, powers these vGPUs. A vGPU appears to a customer's system just like an actual GPU. Each vGPU has its own devoted memory, which is a fraction of the memory on the underlying card. The vGPU has access to a fraction of the computing capacity of the actual GPU. NVIDIA's Multi-Instance GPU (MIG) technology is utilized for Vultr plans with at least 10GB of GPU RAM to give tenants with assured QoS, completely isolated GPU high-bandwidth memory cache, and dedicated compute cores. High-end GPUs can cost hundreds of dollars per month to rent. While this cost is often justified for the most demanding corporate workloads, for many enterprises and developers, the cost of even a single GPU might be prohibitive to getting started, experimenting, or running apps in development and testing environments. Even organizations with large IT budgets may wind up losing money by supplying more GPU capacity than required or just electing not to use GPUs at all. At Vultr, we pride ourselves on making high-performance cloud infrastructure affordable for everyone. With Vultr Talon, we have turned the GPU delivery model upside down. Because of our breakthrough cloud platform, AI developers and data scientists can provision exactly as much NVIDIA GPU processing as they actually need, at prices they can afford.” J.J. Kardwell, CEO of Vultr’s parent company,

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SERVER VIRTUALIZATION

Infortrend Powers Up Scale-Out Unified Storage EonStor GS U.2

Infortrend | May 31, 2022

Infortrend Technology, Inc., a market-leading enterprise storage supplier, has enhanced EonStor GS U.2, an enterprise scale-out unified storage system with U.2 NVMe SSD. It provides block and file-level scale-out extensibility to boost capacity and performance as storage requirements rise. The EonStor GS (GS) unified SAN/NAS storage is intended for a variety of corporate applications such as database, virtualization, video post-production, and file sharing. It provides excellent capacity and performance in a variety of ways. Users can begin with one GS and add other GS as required to establish a cluster with up to four appliances through scale-out. GS supports the common ultra-fast U.2 SSD and boosts performance up to 1000K IOPS and 22GB/s per appliance to improve data processing with high IOPS and low latency. GS offers a single namespace for CIFS and NFS user access from Windows, Linux, and macOS. IT administration can be simplified even further with auto-balancing, which ensures that data is stored equitably on each GS in a cluster. IT personnel may save money by expanding all-flash U.2 GS with HDD JBOD and letting the auto-tiering technology move 'hot' and 'cold' data between high-performance SSD and cost-effective HDD. For forward-looking enterprises seeking a competitive and cost-saving solution, we updated GS unified storage with support of scale-out expandability and U.2 SSD. Users can connect several GS into a cluster with optimized load balancing, increased I/Os, and tight data protection." Frank Lee, Senior Director of Product Planning Infortrend has revamped its 2022 Reseller Partnership Program to assist partners in increasing expertise and profitability. Partners enjoy special benefits like deal registration with price protection, access to demo machines, and much more.

Read More

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Mavenir’s Containerized Open vRAN Small Cell Solution Wins Award

Mavenir | May 30, 2022

Mavenir, the network software company transforming the way the world connects by contributing to the growth of networks with cloud-native software that runs on any cloud, today announced that it has won the SCF Small Cell Awards 2022 for Significant Contributions to Emerging Technology or Architecture for its design and delivery of the first fully containerized small cell Open Virtualized Radio Access Network (Open vRAN) for indoor and outdoor connectivity. Mavenir's containerized Open vRAN solution is the first of its type, combining Open RAN compatibility with container mobility and flexibility. This small cell solution applies the same forward-thinking ideas that have had substantial benefits in macro networks to small cell networks. The adoption of a containerized solution is an important step in the development of connectivity, as it shifts away from physical infrastructure and toward a digital cloud-based environment. Containers advance virtualization by enabling network workloads to operate anywhere: on-premise, private cloud, or public cloud. The same solution may be readily migrated to a new platform with no modifications, resulting in the optimum resource usage at the best pricing. Containerization gives more flexibility while also providing considerable advantages in terms of deployment time and cost. Moving network operations to a new platform takes just minutes. The combination of Open RAN with containerization in a single architecture results in: By reducing the profitability barrier for small cell installations, new income sources are created. more task management flexibility increased supplier pool and promotion of innovation “The judges were excited by this solution because it has combined two important technologies in a way that contributes to a key goal for operators – fully distributed load and traffic management. This will be very important for making virtualized small cell networks scalable and efficient.” Caroline Gabriel, Rethink Technology Research

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Vultr Talon Cloud Virtualization Provider Now Available on Beta

Vultr | May 27, 2022

Vultr, a leading independent cloud infrastructure provider, announced today that Vultr Talon, powered by NVIDIA GPUs and NVIDIA AI Enterprise software, is currently in beta. Vultr Talon, a ground-breaking cloud-based platform, enables GPU sharing, allowing several workloads to execute effectively on a single NVIDIA GPU. Vultr is the first cloud service to provide GPU sharing by virtualizing NVIDIA A100 Tensor Core GPUs. Vultr is launching a set of virtual machine (VM) packages incorporating the NVIDIA A100 today, with prices beginning at $90 per month, or $0.13 per hour. Breakthrough Cloud Platform Enabling AI Workloads at a Fraction of the Cost Vultr Talon is powered by a cutting-edge NVIDIA GPU virtualization technology based on NVIDIA's vGPU software. Rather than connecting whole real GPUs to VMs, Vultr adds just a portion in the form of a virtual GPU (vGPU). The NVIDIA AI Enterprise software package, which incorporates NVIDIA vGPU software and is geared for remotely performing AI workloads and high-performance data analytics, powers these vGPUs. A vGPU appears to a customer's system just like an actual GPU. Each vGPU has its own devoted memory, which is a fraction of the memory on the underlying card. The vGPU has access to a fraction of the computing capacity of the actual GPU. NVIDIA's Multi-Instance GPU (MIG) technology is utilized for Vultr plans with at least 10GB of GPU RAM to give tenants with assured QoS, completely isolated GPU high-bandwidth memory cache, and dedicated compute cores. High-end GPUs can cost hundreds of dollars per month to rent. While this cost is often justified for the most demanding corporate workloads, for many enterprises and developers, the cost of even a single GPU might be prohibitive to getting started, experimenting, or running apps in development and testing environments. Even organizations with large IT budgets may wind up losing money by supplying more GPU capacity than required or just electing not to use GPUs at all. At Vultr, we pride ourselves on making high-performance cloud infrastructure affordable for everyone. With Vultr Talon, we have turned the GPU delivery model upside down. Because of our breakthrough cloud platform, AI developers and data scientists can provision exactly as much NVIDIA GPU processing as they actually need, at prices they can afford.” J.J. Kardwell, CEO of Vultr’s parent company,

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