Top Azure FXT Edge Filer Alternatives

Google Cloud serves as an online platform where users can develop anything from basic websites to intricate business applications, catering to organizations of all sizes. New users are welcomed with a generous offer of $300 in credits, enabling them to experiment, deploy, and manage their workloads effectively, while also gaining access to over 25 products at no cost. Leveraging Google's foundational data analytics and machine learning capabilities, this service is accessible to all types of enterprises and emphasizes security and comprehensive features. By harnessing big data, businesses can enhance their products and accelerate their decision-making processes. The platform supports a seamless transition from initial prototypes to fully operational products, even scaling to accommodate global demands without concerns about reliability, capacity, or performance issues. With virtual machines that boast a strong performance-to-cost ratio and a fully-managed application development environment, users can also take advantage of high-performance, scalable, and resilient storage and database solutions. Furthermore, Google's private fiber network provides cutting-edge software-defined networking options, along with fully managed data warehousing, data exploration tools, and support for Hadoop/Spark as well as messaging services, making it an all-encompassing solution for modern digital needs.

Amazon's EC2 P4d instances are designed to deliver outstanding performance for machine learning training and high-performance computing applications within the cloud. Featuring NVIDIA A100 Tensor Core GPUs, these instances are capable of achieving impressive throughput while offering low-latency networking that supports a remarkable 400 Gbps instance networking speed. P4d instances serve as a budget-friendly option, allowing businesses to realize savings of up to 60% during the training of machine learning models and providing an average performance boost of 2.5 times for deep learning tasks when compared to previous P3 and P3dn versions. They are often utilized in large configurations known as Amazon EC2 UltraClusters, which effectively combine high-performance computing, networking, and storage capabilities. This architecture enables users to scale their operations from just a few to thousands of NVIDIA A100 GPUs, tailored to their particular project needs. A diverse group of users, such as researchers, data scientists, and software developers, can take advantage of P4d instances for a variety of machine learning tasks including natural language processing, object detection and classification, as well as recommendation systems. Additionally, these instances are well-suited for high-performance computing endeavors like drug discovery and intricate data analyses. The blend of remarkable performance and the ability to scale effectively makes P4d instances an exceptional option for addressing a wide range of computational challenges, ensuring that users can meet their evolving needs efficiently.

Microsoft Azure StorSimple is crafted to meet the needs of applications that emphasize both performance and storage capacity, providing a robust hybrid cloud storage solution specifically designed for businesses. It merges the benefits of traditional physical arrays suitable for data center applications with virtual arrays that are perfect for smaller business environments like branch offices that require network-attached storage (NAS). This flexible infrastructure reduces the necessity for costly on-premises hardware for unique projects or new ventures. Moreover, users can enhance performance by utilizing local storage, allowing them to maintain all volume data locally for faster access. StorSimple also empowers organizations to efficiently manage data growth by automatically archiving inactive primary data from local servers to the cloud, thereby simplifying capacity expansion. In addition, you can eliminate the need for separate backup systems by implementing cloud snapshots, which provide off-site data protection while also negating the need for remote data replication to a secondary data center through cloud storage options. This forward-thinking strategy not only optimizes data management but also significantly improves operational efficiency throughout the organization. By embracing this hybrid approach, businesses can focus on innovation while ensuring their data infrastructure is both scalable and resilient.

AWS's High Performance Computing (HPC) solutions empower users to execute large-scale simulations and deep learning projects in a cloud setting, providing virtually limitless computational resources, cutting-edge file storage options, and rapid networking functionalities. By offering a rich array of cloud-based tools, including features tailored for machine learning and data analysis, this service propels innovation and accelerates the development and evaluation of new products. The effectiveness of operations is greatly enhanced by the provision of on-demand computing resources, enabling users to focus on tackling complex problems without the constraints imposed by traditional infrastructure. Notable offerings within the AWS HPC suite include the Elastic Fabric Adapter (EFA) which ensures optimized networking with low latency and high bandwidth, AWS Batch for seamless job management and scaling, AWS ParallelCluster for straightforward cluster deployment, and Amazon FSx that provides reliable file storage solutions. Together, these services establish a dynamic and scalable architecture capable of addressing a diverse range of HPC requirements, ensuring users can quickly pivot in response to evolving project demands. This adaptability is essential in an environment characterized by rapid technological progress and intense competitive dynamics, allowing organizations to remain agile and responsive.

AWS Storage Gateway serves as a hybrid cloud storage solution that enables on-premises users to access an almost infinite range of cloud storage options. Many clients leverage this tool to enhance storage management efficiency and reduce costs across multiple hybrid cloud environments. These environments include scenarios such as migrating tape backups to the cloud, reducing local storage needs by utilizing cloud file shares, and providing rapid access to AWS data for local applications, in addition to catering to various needs such as migration, archiving, processing, and disaster recovery. To support these capabilities, the service features three different types of gateways: Tape Gateway, File Gateway, and Volume Gateway, which ensure seamless integration between local applications and cloud storage while maintaining local data caching for quick access. Users can interact with the service through either a virtual machine or a dedicated hardware gateway appliance, employing standard storage protocols like NFS, SMB, and iSCSI. This adaptability allows organizations to fine-tune their storage solutions according to diverse requirements and enhance overall performance. Furthermore, the flexibility provided by AWS Storage Gateway empowers businesses to scale their storage solutions effectively as their needs evolve over time.

Amazon EC2 UltraClusters provide the ability to scale up to thousands of GPUs or specialized machine learning accelerators such as AWS Trainium, offering immediate access to performance comparable to supercomputing. They democratize advanced computing for developers working in machine learning, generative AI, and high-performance computing through a straightforward pay-as-you-go model, which removes the burden of setup and maintenance costs. These UltraClusters consist of numerous accelerated EC2 instances that are optimally organized within a particular AWS Availability Zone and interconnected through Elastic Fabric Adapter (EFA) networking over a petabit-scale nonblocking network. This cutting-edge arrangement ensures enhanced networking performance and includes access to Amazon FSx for Lustre, a fully managed shared storage system that is based on a high-performance parallel file system, enabling the efficient processing of large datasets with latencies in the sub-millisecond range. Additionally, EC2 UltraClusters support greater scalability for distributed machine learning training and seamlessly integrated high-performance computing tasks, thereby significantly reducing the time required for training. This infrastructure not only meets but exceeds the requirements for the most demanding computational applications, making it an essential tool for modern developers. With such capabilities, organizations can tackle complex challenges with confidence and efficiency.

The AWS Parallel Computing Service (AWS PCS) is a highly efficient managed service tailored for the execution and scaling of high-performance computing tasks, while also supporting the development of scientific and engineering models through the use of Slurm on the AWS platform. This service empowers users to set up completely elastic environments that integrate computing, storage, networking, and visualization tools, thereby freeing them from the burdens of infrastructure management and allowing them to concentrate on research and innovation. Additionally, AWS PCS features managed updates and built-in observability, which significantly enhance the operational efficiency of cluster maintenance and management. Users can easily build and deploy scalable, reliable, and secure HPC clusters through various interfaces, including the AWS Management Console, AWS Command Line Interface (AWS CLI), or AWS SDK. This service supports a diverse array of applications, ranging from tightly coupled workloads, such as computer-aided engineering, to high-throughput computing tasks like genomics analysis and accelerated computing using GPUs and specialized silicon, including AWS Trainium and AWS Inferentia. Moreover, organizations leveraging AWS PCS can ensure they remain competitive and innovative, harnessing cutting-edge advancements in high-performance computing to drive their research forward. By utilizing such a comprehensive service, users can optimize their computational capabilities and enhance their overall productivity in scientific exploration.

Simplyblock delivers a decentralized storage option tailored for cloud environments that demand high input/output performance and low latency for container workloads, serving as a viable substitute for Elastic Block Storage offerings. This innovative storage solution also supports features such as thin provisioning, encryption, compression, and storage virtualization, enhancing overall efficiency and security.

The InfiniBox® enterprise storage solution not only delivers superior performance that outshines all-flash systems but also boasts a multi-petabyte capacity and guarantees 100% availability, perfectly suited for a variety of mixed application workloads. It is equipped with features such as infinite zero-impact snapshots, dependable active/active configurations, and both synchronous and asynchronous replication, complemented by a versatile, software-defined quality of service that ensures exceptional reliability and data protection. By adopting InfiniBox, enterprise IT departments and managed service providers can significantly surpass their service level targets while simultaneously lowering the costs and complexities tied to storage management. Users of Infinidat often achieve extraordinary levels of consolidation by transferring entire rows of legacy enterprise storage systems into a single InfiniBox unit, leading to an impressive 10:1 reduction in network port expenses and floor tile usage. Additionally, InfiniBox minimizes the need for multiple storage arrays and filers, allowing operations and capacity planning teams to fully harness the efficiencies provided by extensive, unified data center storage pools. This transformative approach not only simplifies operational workflows but also boosts overall efficiency, ensuring businesses can adapt to changing demands with ease. Ultimately, InfiniBox represents a significant advancement in enterprise storage solutions, setting a new standard for performance and reliability.

The Elastic Fabric Adapter (EFA) is a dedicated network interface tailored for Amazon EC2 instances, aimed at facilitating applications that require extensive communication between nodes when operating at large scales on AWS. By employing a unique operating system (OS), EFA bypasses conventional hardware interfaces, greatly enhancing communication efficiency among instances, which is vital for the scalability of these applications. This technology empowers High-Performance Computing (HPC) applications that utilize the Message Passing Interface (MPI) and Machine Learning (ML) applications that depend on the NVIDIA Collective Communications Library (NCCL), enabling them to seamlessly scale to thousands of CPUs or GPUs. As a result, users can achieve performance benchmarks comparable to those of traditional on-premises HPC clusters while enjoying the flexible, on-demand capabilities offered by the AWS cloud environment. This feature serves as an optional enhancement for EC2 networking and can be enabled on any compatible EC2 instance without additional costs. Furthermore, EFA integrates smoothly with a majority of commonly used interfaces, APIs, and libraries designed for inter-node communications, making it a flexible option for developers in various fields. The ability to scale applications while preserving high performance is increasingly essential in today’s data-driven world, as organizations strive to meet ever-growing computational demands. Such advancements not only enhance operational efficiency but also drive innovation across numerous industries.

Optimize your storage management and lower costs by choosing a subscription-based storage-as-a-service (STaaS) model that emphasizes service level agreements (SLAs). Evergreen//One™ combines the benefits of cloud storage with the strength and effectiveness of sustainable, all-flash infrastructure. This dependable, SLA-centric solution improves the methods by which data is stored, retrieved, and protected. You only pay for the storage you use under a single subscription that encompasses on-premises environments, colocation facilities, or the public cloud. Evergreen//One guarantees ten SLAs that address performance, capacity, availability, efficiency, and recovery from cybersecurity incidents. With this service, you can experience an operational model akin to cloud computing, facilitated by its innovative and unobtrusive design. You can choose your workloads, duration, and consumption commitments, enabling precise monthly cost predictions tailored to your requirements. This strategy not only streamlines storage management but also empowers businesses to scale efficiently as their data needs change over time while maintaining control over costs.

HPE Cloud Volumes meets the demands for enterprise-level data protection while providing tailored Hybrid and Multi-Cloud Storage Services that cater to the needs of contemporary businesses. These offerings effortlessly accommodate diverse migration strategies, whether it involves transferring data from edge locations or on-premises setups to different cloud environments. Clients benefit from a cloud-like experience characterized by agility, scalability, and innovation, all reinforced by stringent security protocols, rapid deployment, and adaptable pay-as-you-go pricing options. HPE Cloud Volumes Backup serves as a dedicated cloud backup solution for edge, on-premises, and cloud workloads, simplifying data protection with a focus on efficiency and improved reliability. This service ensures a true cloud experience, enabling direct backups from any storage array or backup ISV without necessitating extra hardware appliances. On the other hand, HPE Cloud Volumes Block provides a hybrid and multi-cloud storage solution that allows for the flexible attachment of data to various cloud service providers, effectively preventing vendor lock-in and mitigating egress fees. This flexible service is particularly suitable for a range of applications, such as disaster recovery, hybrid continuous integration and deployment, bi-directional migrations, and all-encompassing hybrid data protection strategies. By integrating these services, organizations can enhance their operational efficiency while also maintaining secure and dependable data management, ultimately driving business growth and resilience.

The IBM Elastic Storage System (ESS) is a sophisticated solution for software-defined storage, facilitating the implementation of rapid and scalable storage options specifically created for AI and big data use cases. It employs state-of-the-art NVMe storage technology known for its low latency and remarkable performance, in conjunction with the vast 8YB global file system and extensive data services that IBM Spectrum Scale provides. Both the ESS 3200 and ESS 5000 nodes can scale to YB configurations within a cohesive global storage framework that connects edge, core data centers, and even the public cloud. By merging storage demands and eliminating silos across different platforms like Kubernetes and Red Hat OpenShift, IBM ESS not only boosts efficiency but also reduces acquisition expenses and streamlines the management of storage assets. This system is crafted to accommodate a wide array of intensive workloads, ensuring that organizations achieve optimal performance throughout their operations. Additionally, the adaptability and scalability of the IBM ESS position it as an excellent option for enterprises aiming to meet the changing demands of data storage, thereby future-proofing their infrastructure. Ultimately, this empowers businesses to remain competitive in a data-driven landscape.

Design, manage, oversee, and improve high-performance computing (HPC) environments and large compute clusters of varying sizes. Implement comprehensive clusters that incorporate various resources such as scheduling systems, virtual machines for processing, storage solutions, networking elements, and caching strategies. Customize and enhance clusters with advanced policy and governance features, which include cost management, integration with Active Directory, as well as monitoring and reporting capabilities. You can continue using your existing job schedulers and applications without any modifications. Provide administrators with extensive control over user permissions for job execution, allowing them to specify where and at what cost jobs can be executed. Utilize integrated autoscaling capabilities and reliable reference architectures suited for a range of HPC workloads across multiple sectors. CycleCloud supports any job scheduler or software ecosystem, whether proprietary, open-source, or commercial. As your resource requirements evolve, it is crucial that your cluster can adjust accordingly. By incorporating scheduler-aware autoscaling, you can dynamically synchronize your resources with workload demands, ensuring peak performance and cost-effectiveness. This flexibility not only boosts efficiency but also plays a vital role in optimizing the return on investment for your HPC infrastructure, ultimately supporting your organization's long-term success.

NooBaa is a cutting-edge software-driven platform that delivers improved agility, flexibility, and hybrid cloud capabilities. Users can complete the entire deployment process in a mere five minutes, swiftly moving from the initial download to a fully functional system. With its unparalleled adaptability, a pay-as-you-go pricing structure, and remarkable ease of management, NooBaa presents a revolutionary approach to addressing the swift growth of data. It accommodates data intake from a range of sources such as AWS S3, Microsoft Azure Blobs, Google Storage, and any other storage solutions that are compatible with AWS S3. By removing vendor lock-in, NooBaa allows your application's software stack to operate independently of the underlying infrastructure, which is crucial for ensuring smooth interoperability. This autonomy makes it easier to migrate or scale workloads rapidly, allowing the execution of specific tasks on chosen platforms without the hassle of storage concerns. Furthermore, NooBaa offers an AWS S3-compatible API, which has become the de facto standard in the industry, guaranteeing compatibility across various vendors and locations. This strategic design not only streamlines data management processes but also significantly boosts operational efficiency, making NooBaa an invaluable asset in today's data-driven landscape. Ultimately, the platform's innovative features position it as a leader in the realm of data management solutions.

Explore a storage option that mimics a StaaS-like structure while functioning on-premises, providing the flexibility associated with operational expenditures (OPEX). The Evergreen Storage™ subscription framework delivers genuine agility in information technology, enabling effortless and non-disruptive scalability without facing any penalties. Choose a storage system that is constantly updated and does not necessitate replacement as time goes on. Benefit from a full suite of enterprise-grade features designed for a variety of organizations and workloads right from the beginning, coupled with enhancements that roll out as they become available. This strategy dramatically reduces your total cost of ownership (TCO) for storage, achieving savings of more than 50% when compared to traditional forklift upgrades. Engage with state-of-the-art storage solutions that empower you to upgrade, expand, and drive continuous innovation. From smooth integration and storage oversight to simple upgrades, Evergreen refines every element of the data storage lifecycle. Imagine a storage system that operates seamlessly, guaranteeing 99.9999% availability—even during upgrades—allowing you to concentrate on your main business objectives without concern. Furthermore, this model adapts to your changing requirements, making it a resilient choice for expanding enterprises, ensuring that you remain prepared for future challenges and opportunities.

Qlustar offers a comprehensive full-stack solution that streamlines the setup, management, and scaling of clusters while ensuring both control and performance remain intact. It significantly enhances your HPC, AI, and storage systems with remarkable ease and robust capabilities. The process kicks off with a bare-metal installation through the Qlustar installer, which is followed by seamless cluster operations that cover all management aspects. You will discover unmatched simplicity and effectiveness in both the creation and oversight of your clusters. Built with scalability at its core, it manages even the most complex workloads effortlessly. Its design prioritizes speed, reliability, and resource efficiency, making it perfect for rigorous environments. You can perform operating system upgrades or apply security patches without any need for reinstallations, which minimizes interruptions to your operations. Consistent and reliable updates help protect your clusters from potential vulnerabilities, enhancing their overall security. Qlustar optimizes your computing power, ensuring maximum performance for high-performance computing applications. Moreover, its strong workload management, integrated high availability features, and intuitive interface deliver a smoother operational experience than ever before. This holistic strategy guarantees that your computing infrastructure stays resilient and can adapt to evolving demands, ensuring long-term success. Ultimately, Qlustar empowers users to focus on their core tasks without getting bogged down by technical hurdles.

The Oracle Cloud Infrastructure (OCI) Storage Gateway enables businesses to effortlessly extend their on-site application data into the Oracle Cloud. Its seamless integration with OCI Object Storage, combined with compliance to Network File Storage (NFS) standards, facilitates secure file transfers both to and from the cloud environment. The system prioritizes data protection through encryption for data at rest and in transit, while its built-in integrity checks help prevent data corruption. Local caching further enhances performance by providing quick access to frequently accessed files for enterprise applications. For organizations that rely on NFS for dependable on-premises data management, the Storage Gateway presents a POSIX-Compliant NFS mount point that works with any host or application that supports an NFSv4 client. This compatibility allows for straightforward integration and storage of data produced by legacy applications without requiring any alterations. Notably, updates made to files in Object Storage automatically refresh the Storage Gateway, ensuring that the most current data is readily available. This feature, along with its robust security measures and ease of use, positions the OCI Storage Gateway as an essential resource for enterprises aiming to optimize their cloud data management processes. In a rapidly evolving digital landscape, such tools are crucial for maintaining efficiency and competitiveness.

Amazon S3 Express One Zone is engineered for optimal performance within a single Availability Zone, specifically designed to deliver swift access to frequently accessed data and accommodate latency-sensitive applications with response times in the single-digit milliseconds range. This specialized storage class accelerates data retrieval speeds by up to tenfold and can cut request costs by as much as 50% when compared to the standard S3 tier. By enabling users to select a specific AWS Availability Zone for their data, S3 Express One Zone fosters the co-location of storage and compute resources, which can enhance performance and lower computing costs, thereby expediting workload execution. The data is structured in a unique S3 directory bucket format, capable of managing hundreds of thousands of requests per second efficiently. Furthermore, S3 Express One Zone integrates effortlessly with a variety of services, such as Amazon SageMaker Model Training, Amazon Athena, Amazon EMR, and AWS Glue Data Catalog, thereby streamlining machine learning and analytical workflows. This innovative storage solution not only satisfies the requirements of high-performance applications but also improves operational efficiency by simplifying data access and processing, making it a valuable asset for businesses aiming to optimize their cloud infrastructure. Additionally, its ability to provide quick scalability further enhances its appeal to companies with fluctuating data needs.

NetApp ONTAP Select offers robust enterprise storage solutions that can be easily deployed on your chosen commodity hardware within your data center. By combining the agility and precise capacity scaling of cloud services with the flexibility, resilience, and proximity of local storage, it fosters a highly effective hybrid environment. This innovative system converts a server’s internal disk drives—whether NVMe, SSD, or HDD—alongside HCI and external array storage, into a flexible and adaptable storage infrastructure, providing numerous advantages similar to dedicated storage systems powered by NetApp® ONTAP® data management software. Users can swiftly initiate storage resources with the efficiency of cloud services, moving from initial setup to active data serving in just minutes. It facilitates seamless data movement and replication, ensuring consistent management across your data fabric. You can dynamically expand capacity and boost performance to meet changing business needs. Moreover, it supports Extreme Edge deployments, making it suitable for mobile or autonomous vehicles, remote industrial environments, and tactical field operations, thus broadening its range of applications. This versatility makes it an optimal choice for organizations aiming to enhance their storage strategy across a variety of operational contexts, ultimately leading to improved efficiency and resource utilization.

Enhance your computational efficiency with a variety of GPUs designed for both machine learning and high-performance computing (HPC), catering to different performance levels and budgetary needs. With flexible pricing options and customizable systems, you can optimize your hardware configuration to boost your productivity. Google Cloud provides powerful GPU options that are perfect for tasks in machine learning, scientific research, and 3D graphics rendering. The available GPUs include models like the NVIDIA K80, P100, P4, T4, V100, and A100, each offering distinct performance capabilities to fit varying financial and operational demands. You have the ability to balance factors such as processing power, memory, high-speed storage, and can utilize up to eight GPUs per instance, ensuring that your setup aligns perfectly with your workload requirements. Benefit from per-second billing, which allows you to only pay for the resources you actually use during your operations. Take advantage of GPU functionalities on the Google Cloud Platform, where you can access top-tier solutions for storage, networking, and data analytics. The Compute Engine simplifies the integration of GPUs into your virtual machine instances, presenting a streamlined approach to boosting processing capacity. Additionally, you can discover innovative applications for GPUs and explore the range of GPU hardware options to elevate your computational endeavors, potentially transforming the way you approach complex projects.

Organizations often find it challenging to effectively manage the rapid growth and availability of various on-premise and cloud storage solutions within their operations. This complexity can create a tangled environment that becomes harder to secure while also leading to elevated costs stemming from vendor lock-in. Many legacy systems are irregularly integrated, contributing to significant hidden costs linked to these dependencies. Moreover, leveraging public cloud resources securely poses additional difficulties. A global scale-out software platform designed for customer hosting exists, enabling businesses to consolidate, protect, and connect multiple on-premise and in-cloud storage providers. It offers a cohesive experience through unified virtual namespaces and standardized APIs accessible to enterprise users worldwide. By adopting StorageFabric, organizations can liberate themselves from expensive vendor relationships and the challenges of integration while mitigating the substantial security threats inherent in cloud computing. Furthermore, StorageFabric acts as a high-performance, low-friction data layer aimed at unifying, securing, migrating, and commoditizing a variety of storage solutions efficiently. This forward-thinking strategy not only streamlines management but also significantly improves data accessibility and security throughout the enterprise landscape, ultimately empowering organizations to operate more effectively in a modern digital environment.

HybriStor offers a comprehensive deduplication feature that spans multiple locations, facilitates data replication across various sites, and enhances WAN performance for seamless connectivity. This revolutionary secondary storage system accomplishes global data deduplication with remarkable rates reaching up to 30:1, enabling the transfer of backup, archiving, and recovery data from expensive primary systems to affordable secondary storage options. Tackling the complexities of growing data storage needs has become simpler, enabling organizations to meet rapid recovery demands both locally and remotely, while also providing a pathway to cloud integration, all at a significantly reduced cost. Moreover, this advanced technology not only improves overall data management efficiency but also serves as an essential resource for businesses looking to optimize their storage strategies and adapt to evolving data challenges. By leveraging such innovative solutions, organizations can ensure they remain agile and responsive in a data-driven landscape.

The high-performance computing (HPC) features of Azure empower revolutionary advancements, address complex issues, and improve performance in compute-intensive tasks. By utilizing a holistic solution tailored for HPC requirements, you can develop and oversee applications that demand significant resources in the cloud. Azure Virtual Machines offer access to supercomputing power, smooth integration, and virtually unlimited scalability for demanding computational needs. Moreover, you can boost your decision-making capabilities and unlock the full potential of AI with premium Azure AI and analytics offerings. In addition, Azure prioritizes the security of your data and applications by implementing stringent protective measures and confidential computing strategies, ensuring compliance with regulatory standards. This well-rounded strategy not only allows organizations to innovate but also guarantees a secure and efficient cloud infrastructure, fostering an environment where creativity can thrive. Ultimately, Azure's HPC capabilities provide a robust foundation for businesses striving to achieve excellence in their operations.

The groundbreaking combination of 'in-line' edge detection with rapid ransomware recovery options instills a sense of assurance in IT specialists to effectively combat cyber threats. Nasuni is transforming the file storage landscape with its cloud-based model, which replaces traditional on-site primary and secondary storage solutions. By leveraging object storage technology, Nasuni provides a file storage platform that is not only more user-friendly and affordable but also more efficient as a SaaS offering that effortlessly accommodates the swift expansion of unstructured data. This cutting-edge solution facilitates cloud file storage across numerous locations from a single console, guaranteeing on-demand capacity exactly when and where it is needed, while also integrating essential backup and disaster recovery functionalities. Designed to cater to cloud, hybrid cloud, and conventional on-premises environments, Nasuni merges various data silos and tools into a cohesive global file system that delivers a comprehensive view of your file data while remaining easy to implement and manage. This streamlined approach ultimately allows organizations to optimize their file storage workflows, significantly improving overall operational effectiveness. Additionally, the ability to adapt to evolving storage demands positions Nasuni as a leader in the industry, thereby encouraging businesses to embrace modern data management strategies.

HPE Performance Cluster Manager (HPCM) presents a unified system management solution specifically designed for high-performance computing (HPC) clusters operating on Linux®. This software provides extensive capabilities for the provisioning, management, and monitoring of clusters, which can scale up to Exascale supercomputers. HPCM simplifies the initial setup from the ground up, offers detailed hardware monitoring and management tools, oversees the management of software images, facilitates updates, optimizes power usage, and maintains the overall health of the cluster. Furthermore, it enhances the scaling capabilities for HPC clusters and works well with a variety of third-party applications to improve workload management. By implementing HPE Performance Cluster Manager, organizations can significantly alleviate the administrative workload tied to HPC systems, which leads to reduced total ownership costs and improved productivity, thereby maximizing the return on their hardware investments. Consequently, HPCM not only enhances operational efficiency but also enables organizations to meet their computational objectives with greater effectiveness. Additionally, the integration of HPCM into existing workflows can lead to a more streamlined operational process across various computational tasks.

StoneFly offers a range of robust, adaptable, and dependable IT infrastructure solutions designed to provide uninterrupted availability. Alongside our innovative and patented StoneFusion operating system, we are prepared to support your data-centric applications and processes at any time and from any location. The setup for backup, replication, disaster recovery, and scalable storage options for block, file, and object formats is straightforward in both private and public cloud settings. Additionally, we extend extensive support for virtual and container hosting, along with various other services. Our expertise also encompasses cloud data migration for diverse data types, which includes emails, archives, documents, and SharePoint, as well as both physical and virtual storage solutions. Our comprehensive backup and disaster recovery systems can function as either standalone appliances or cloud-based solutions, offering flexibility to users. Moreover, our hyperconverged options allow for the restoration of physical machines as virtual machines directly on the StoneFly disaster recovery appliance, ensuring swift recovery during critical situations. With a strong focus on efficiency and reliability, StoneFly is dedicated to addressing the ever-changing needs of contemporary IT infrastructure, positioning us as a trusted partner in your technological journey.

AWS ParallelCluster is a free and open-source utility that simplifies the management of clusters, facilitating the setup and supervision of High-Performance Computing (HPC) clusters within the AWS ecosystem. This tool automates the installation of essential elements such as compute nodes, shared filesystems, and job schedulers, while supporting a variety of instance types and job submission queues. Users can interact with ParallelCluster through several interfaces, including a graphical user interface, command-line interface, or API, enabling flexible configuration and administration of clusters. Moreover, it integrates effortlessly with job schedulers like AWS Batch and Slurm, allowing for a smooth transition of existing HPC workloads to the cloud with minimal adjustments required. Since there are no additional costs for the tool itself, users are charged solely for the AWS resources consumed by their applications. AWS ParallelCluster not only allows users to model, provision, and dynamically manage the resources needed for their applications using a simple text file, but it also enhances automation and security. This adaptability streamlines operations and improves resource allocation, making it an essential tool for researchers and organizations aiming to utilize cloud computing for their HPC requirements. Furthermore, the ease of use and powerful features make AWS ParallelCluster an attractive option for those looking to optimize their high-performance computing workflows.

Hybrid Cloud Storage functions as a high-level storage solution for enterprises, seamlessly integrating with the Alibaba Cloud storage gateway. This technology enables users to manage cloud storage resources—encompassing blocks, files, and objects—similarly to how they would interact with conventional local storage. Features like Cloud Cache, Cloud Sync, Cloud Tiering, and Cloud Backup support a smooth transition from local storage to a cloud-based environment. The HCSA services provide a hybrid cloud storage solution that is both cost-efficient and straightforward to manage. These devices are designed with modular customization options, which simplify the migration process and offer virtually unlimited storage capacity on Alibaba Cloud. Additionally, they accommodate configurations like dual-controller systems and active-active clusters for enhanced performance. Users can rely on a cloud distributed storage system that boasts 99.9% reliability and availability, ensuring trustworthy operation. Moreover, the storage solution incorporates robust security protocols, such as point-to-point data encryption and detailed operation logs to track device and service activities. This makes it an optimal choice for organizations in search of a secure and resilient storage infrastructure, allowing them to confidently expand their data management capabilities.

The phenomenon of cloudification and the oversight of multi-cloud setups is now well-established. HybridMount serves as an effective solution, enabling the smooth integration of storage options from both public cloud platforms and remote servers, which supports a cloud storage gateway that optimizes hybrid-cloud applications, facilitates data migration to the cloud, provides cloud backup and restoration capabilities, and enhances collaboration for remote work. With HybridMount, users can mount storage from diverse sources, including cloud storage and distant servers, which promotes efficient growth of a QNAP NAS or other compatible QNAP devices. This versatility in mounting choices not only enhances the centralized management of files across the NAS, cloud storage, and remote systems through a cohesive interface but also supports integration with widely used cloud services to augment functionality. Additionally, the system accommodates cloud storage gateways, offering swift local access to cloud data through effective caching mechanisms, thus significantly boosting performance and enriching the overall user experience. As organizations increasingly adopt hybrid models, the need for such robust solutions will likely continue to rise.

Bright Cluster Manager provides a diverse array of machine learning frameworks, such as Torch and TensorFlow, to streamline your deep learning endeavors. In addition to these frameworks, Bright features some of the most widely used machine learning libraries, which facilitate dataset access, including MLPython, NVIDIA's cuDNN, the Deep Learning GPU Training System (DIGITS), and CaffeOnSpark, a Spark package designed for deep learning applications. The platform simplifies the process of locating, configuring, and deploying essential components required to operate these libraries and frameworks effectively. With over 400MB of Python modules available, users can easily implement various machine learning packages. Moreover, Bright ensures that all necessary NVIDIA hardware drivers, as well as CUDA (a parallel computing platform API), CUB (CUDA building blocks), and NCCL (a library for collective communication routines), are included to support optimal performance. This comprehensive setup not only enhances usability but also allows for seamless integration with advanced computational resources.

Fuzzball drives progress for researchers and scientists by simplifying the complexities involved in setting up and managing infrastructure. It significantly improves the design and execution of high-performance computing (HPC) workloads, leading to a more streamlined process. With its user-friendly graphical interface, users can effortlessly design, adjust, and run HPC jobs. Furthermore, it provides extensive control and automation capabilities for all HPC functions via a command-line interface. The platform's automated data management and detailed compliance logs allow for secure handling of information. Fuzzball integrates smoothly with GPUs and provides storage solutions that are available both on-premises and in the cloud. The human-readable, portable workflow files can be executed across multiple environments, enhancing flexibility. CIQ’s Fuzzball reimagines conventional HPC by adopting an API-first and container-optimized framework. Built on Kubernetes, it ensures the security, performance, stability, and convenience required by contemporary software and infrastructure. Additionally, Fuzzball goes beyond merely abstracting the underlying infrastructure; it also automates the orchestration of complex workflows, promoting greater efficiency and collaboration among teams. This cutting-edge approach not only helps researchers and scientists address computational challenges but also encourages a culture of innovation and teamwork in their fields. Ultimately, Fuzzball is poised to revolutionize the way computational tasks are approached, creating new opportunities for breakthroughs in research.

IBM Spectrum Virtualize™ and IBM Spectrum Virtualize™ for Public Cloud provide seamless data mirroring between on-premises and cloud data centers, as well as among various cloud environments. This functionality allows for the effortless transfer of information across local facilities and public cloud services, ensuring a cohesive method for data management that maintains consistency across both on-premises storage and cloud resources. By seamlessly integrating with current on-premises software, users can replicate or migrate data from an extensive list of over 500 compatible storage systems, thereby boosting hybrid cloud capabilities without additional substantial costs. The solution offers a flexible monthly payment structure, ensuring that you are charged only for the storage capacity you use in the public cloud. Moreover, it supports the implementation of robust disaster recovery strategies that extend across both on-premises and public cloud infrastructures. In addition, the solution promotes cloud-based DevOps by simplifying data replication from local sources, which streamlines both development and operational workflows. This comprehensive approach not only increases overall efficiency but also fosters innovation in data management methodologies while providing a scalable solution for growing business needs.

Flash storage is transforming IT operations for organizations of all sizes. Its adoption of all-flash solutions provides significant benefits, such as lower latency, increased IOPS per drive, consolidation of workloads, reduced hardware space, diminished power usage, and lower management expenses. Although many businesses are already reaping the rewards of flash storage, others are hesitant to embrace it due to concerns over whether the benefits outweigh the costs involved. Dell EMC presents a diverse selection of all-flash arrays designed to tackle the challenges faced by modern flash-centric data centers while also simplifying, automating, and consolidating IT processes in an economical way. Performance enhancement remains a crucial element, as companies utilizing flash storage have reported an average speed improvement of 36%, along with a remarkable 49% increase in application performance for those implementing all-flash solutions. As additional organizations investigate the potential of flash technology, discussions about its value and effectiveness are becoming increasingly nuanced. The continuous advancements in flash storage technology promise even greater efficiencies and capabilities in the future.

StorPool offers a comprehensive managed primary storage platform that enables enterprises to run essential workloads from their own data centers. Our solution simplifies the transformation of standard servers equipped with NVMe SSDs into high-performance storage systems that scale linearly. As an advanced alternative to high-end SANs and All-Flash Arrays (AFA), as well as mid-range SANs, StorPool is ideal for organizations looking to develop either private or public clouds. Our platform stands out for its reliability, agility, speed, and cost-effectiveness compared to other primary storage solutions available on the market. Additionally, it serves as an excellent substitute for outdated storage architectures, including both mid-range and high-end primary arrays. By integrating StorPool into your cloud computing strategy, you can expect outstanding performance, dependability, and an enhanced return on investment. Ultimately, this makes StorPool a game-changer for businesses aiming to modernize their storage infrastructures.

Efficiently manage your storage accounts across multiple subscriptions and all Azure regions, including Azure Stack and Azure Government. Boost your cloud storage management capabilities by integrating new features and functionalities through specialized extensions. Enjoy a user-friendly and robust graphical user interface (GUI) that allows you to maintain complete control over your cloud storage assets. Protect your data using Azure Active Directory alongside meticulously configured access control list (ACL) permissions. Seamlessly connect to and oversee your Azure storage service accounts and resources throughout different subscriptions and organizations. Execute a variety of tasks, such as creating, deleting, viewing, editing, and managing resources related to Azure Storage, Azure Data Lake Storage, and Azure managed disks. Navigate, search, and engage with your data and resources easily through an intuitive interface. Accessibility is further improved with various screen reader options, high contrast themes, and keyboard shortcuts available on both Windows and macOS, ensuring that the platform is usable for all individuals. With these features in place, the management of cloud storage not only becomes easier but also more secure and inclusive for every user, fostering a more efficient working environment. Moreover, these enhancements contribute to an overall better user experience, making cloud management a more enjoyable task.

Unlock limitless storage capabilities without requiring extra hardware by leveraging intelligent edge caching alongside scalable cloud technologies. Enhance modern remote work settings by allowing users in various offices and those telecommuting to effectively store, retrieve, and collaborate on documents across multiple devices and locations. Maintain data sovereignty while adhering to GDPR regulations by utilizing top-notch infrastructure that offers fully private, public, and hybrid cloud storage solutions. Move away from traditional storage and backup mechanisms by adopting a cloud file system that harnesses software-defined file services rooted in object storage technology. The CTERA Enterprise File Services Platform enables organizations to connect remote users and sites within a cohesive namespace, delivering superior data access experiences from any edge device or location. This innovative strategy not only simplifies data management but also fosters improved collaboration in a progressively digital workplace, ultimately driving organizational efficiency and productivity. By embracing this cloud-centric approach, businesses can future-proof their data storage and collaboration needs in a rapidly evolving technological landscape.

Leveraging OpenEBS alongside Kubera represents the ideal approach for fulfilling storage requirements within Kubernetes ecosystems. OpenEBS is distinguished as the foremost open-source storage solution for Kubernetes, celebrated for its rapid performance and operational efficiency. Kubera amplifies the capabilities of OpenEBS Mayastor through an intuitive graphical interface, comprehensive APIs, automated health checks, customizable configurations, Active Directory integration, built-in performance metrics, and various operators that simplify upgrades and other processes. Offered at no charge by MayaData, Kubera also delivers continuous support, aiding customers in reducing operational costs and enhancing management processes. Furthermore, Kubera Propel is a cloud-native declarative data plane developed in Rust, constructed on the robust OpenEBS Mayastor framework. This state-of-the-art platform incorporates advanced technologies such as NVMe, SPDK, and emerging storage functionalities within the Linux kernel. Independent performance tests have shown that OpenEBS, when managed through Kubera Propel, consistently delivers exceptionally low latency for databases and diverse workloads on Kubernetes, making it a superb option for both developers and organizations. The synergy between these solutions not only boosts performance but also effectively responds to the growing need for dependable and efficient storage options in contemporary computing landscapes. As the demand for robust storage solutions continues to rise, this combination positions itself as a future-ready choice for businesses seeking to optimize their infrastructure.

Global corporations facing substantial demands need effective storage solutions that yield the best results possible. Introducing the innovative storage operating system, Maestro OS, which provides critical safeguards for valuable enterprise data through a robust suite of data services. As companies explore budget-friendly storage alternatives to fulfill their requirements, the intricacy of diverse enterprise workloads calls for performance that exceeds standard offerings. VIOLIN's Maestro OS stands out by delivering exceptional capabilities and more. It boasts features such as synchronous and WAN-optimized replication, as well as consistency groups that are tailored for efficient data replication. Moreover, it includes crash-consistent snapshots, consistency groups for those snapshots, transparent LUN mirroring, and effortless integration with backup applications. With a scalable capacity of up to 737.28 TB of raw storage, this system allows for online capacity expansion and LUN expansion without any service interruptions. Start your journey today by consulting with our team of experts to assess your storage needs comprehensively. Experience how the QV-Series can be rapidly deployed in an online testing environment, ensuring it aligns perfectly with your requirements. Partnering with the right professionals can not only lower your total cost of ownership but also significantly enhance your storage capabilities, making your enterprise operations more efficient and reliable.

Webair provides a robust Database-as-a-Service (DBaaS) offering that guarantees dependable and secure access to your critical data at all times. Our skilled team specializes in the management of the deployment, setup, administration, and enhancement of an array of database clusters, including those that are business-critical, load-balanced, and replicated MySQL clusters, featuring options like MariaDB, Galera, and NoSQL. Focused on developing a high-performing database ecosystem, our Database Administrators work closely with you to customize the perfect solution, integrating superior infrastructure with the right database configurations to meet your unique requirements. By allowing us to handle routine database tasks—such as performance analysis, configuration oversight, memory distribution, storage management, log file processing, capacity planning, and the application of updates—you can shift your focus back to more urgent business priorities, especially the management of essential data within your database. This collaboration empowers your organization to flourish without the encumbrance of database upkeep, fostering improved efficiency and productivity. Ultimately, our dedicated support ensures that your database remains optimized, letting you concentrate on driving your business forward.

Safeguard your information regardless of its location by adopting sophisticated storage solutions that bolster the security of your hybrid cloud data while simplifying user experience, enhancing performance, and incorporating ransomware protection, all at a cost-effective rate compared to traditional methods. Optimize your backup strategies through a cloud-focused data protection framework that removes the necessity for extra gateways or virtual appliances. Effortlessly activate cloud functionalities for your backups and enterprise applications, seamlessly connecting with your chosen cloud service provider, and guarantee that only distinct data is uploaded to the cloud, leading to a remarkable 20-fold reduction in cloud storage costs as you securely save encrypted, self-describing backup data for efficient disaster recovery in the cloud. Enjoy rapid data restoration and ingestion capabilities, achieving backup speeds that can be up to 23 times faster, along with recovery rates that may be up to 15 times quicker for your enterprise applications, all while ensuring minimal disruption to your production environment by executing direct backups from HPE Primera or HPE Nimble Storage to HPE StoreOnce using HPE RMC, which keeps your operations running smoothly and efficiently. This optimized approach not only enhances performance but also instills confidence with strong data protection protocols, allowing you to focus on your core business activities without the constant worry of data loss or security breaches. Ultimately, leveraging these cutting-edge solutions can transform your data management strategy into a more resilient and cost-effective process.

Nfina's comprehensive hybrid platform offers a fully managed IaaS/DRaaS solution designed to safeguard your business from ransomware attacks. By utilizing a hybrid multi-cloud approach, Nfina ensures that critical data remains secure through both on-site and off-site backups, thus guaranteeing constant availability of your IT infrastructure for disaster recovery while reducing downtime. With Nfina, you have a single point of contact for a wide range of services, including storage, backup, disaster recovery, and system monitoring, streamlining your operational needs. Nfina’s cloud offerings provide reassurance through geo-redundant backups and disaster recovery options, all while delivering superior performance at a predictable cost. This alleviates concerns regarding staff expertise and workload management, making it an ideal choice for businesses. Additionally, Nfina’s Hybrid Cloud presents numerous advantages over public cloud solutions, simplifying the process while remaining cost-effective. Customers can potentially reduce their expenses by up to fifty percent compared to traditional public cloud services with Nfina's hybrid multi-cloud solutions. To explore more about the benefits of Nfina's Hybrid Cloud offerings, you can visit their website, where detailed information is readily available.

The IntelliFlash systems from DDN and Tintri combine high-performance features with affordability to establish a sophisticated intelligent storage framework that adeptly adjusts SSD-to-HDD ratios independently while delivering scalable performance. Their management capabilities are crafted to optimize time usage and provide excellent support for enterprise applications, facilitating the integration of varied workloads with concurrent multiprotocol support for block, file, object storage, and virtual machines, all within a single cohesive platform. Moreover, these systems enhance cost-effectiveness through cutting-edge data reduction technologies, rapid backup solutions, reliable disaster recovery strategies, and robust analytics software that speeds up data insights. These advanced systems also tackle the complexities of unstructured data management effectively with DDN's A³I solution, catering to the heavy demands of data-intensive applications. This architecture not only accommodates unstructured data but also boosts the performance and scalability for structured data types, such as call records, transaction logs, and consumer behavior analytics, ensuring that organizations can adeptly handle a wide array of data. Consequently, companies can realize improved operational efficiency and retain flexibility in their storage strategies, ultimately driving better business outcomes. With the ability to streamline processes and adapt to changing data needs, these storage solutions empower organizations to thrive in a data-driven environment.

Anthos facilitates the secure and consistent creation, deployment, and management of applications, independent of their location. It supports the modernization of legacy applications that run on virtual machines while also enabling the deployment of cloud-native applications through containers in an era that increasingly favors hybrid and multi-cloud solutions. This application platform provides a unified experience for both development and operations throughout all deployments, resulting in reduced operational costs and increased developer productivity. Anthos GKE offers a powerful enterprise-level service for orchestrating and managing Kubernetes clusters, whether hosted in the cloud or operated on-premises. With Anthos Config Management, organizations can establish, automate, and enforce policies across diverse environments to maintain compliance with required security standards. Additionally, Anthos Service Mesh simplifies the management of service traffic, empowering operations and development teams to monitor, troubleshoot, and enhance application performance in real-time. The platform ultimately allows businesses to optimize their application ecosystems and adapt more swiftly to changing technological needs. By leveraging Anthos, organizations can position themselves for greater agility and innovation in the digital landscape.

Storage Spaces is a Windows and Windows Server feature aimed at protecting your data from hard drive malfunctions. Functioning similarly to RAID, it serves as a software-based solution. This feature allows users to merge three or more drives into a unified storage pool, which can then be divided into individual Storage Spaces. These spaces usually keep several copies of your data, providing a safeguard so that in the event of a drive failure, your information remains protected. Should you need more storage, adding extra drives to your existing pool is a straightforward process. Storage Spaces can be implemented in four main ways: on a regular Windows PC, on a standalone server that houses all the storage internally, on a clustered server that employs Storage Spaces Direct with local drives linked to each cluster node, and on a clustered server that uses one or more shared SAS storage enclosures for all drives. This flexibility not only accommodates the expansion of volumes on Azure Stack HCI but also enhances clusters operating on Windows Server, facilitating adaptable and robust data management. Ultimately, by utilizing these diverse configurations, users can customize their storage setups to align with their unique requirements effectively.

We are presenting a groundbreaking method for managing enterprise file data on a large scale, accessible from anywhere. Our cloud-native file data solution delivers exceptional scalability and efficiency, easily handling your most challenging workloads while ensuring simplicity remains intact. Qumulo Core functions as a resilient file data platform, enabling you to store, manage, and create workflows and applications utilizing data in its native file format, all while functioning smoothly across both on-premises and cloud environments. You can efficiently manage petabytes of active file data within a unified namespace, taking advantage of advanced scaling features. Moreover, overseeing operations is made simple with real-time analytics available for each file and user, which significantly improves your IT management processes. With a flexible API and support for various protocols, building automated workflows and applications is a breeze. The ease of managing the entire data lifecycle—from ingestion to transformation, publication, and archiving—has never been more straightforward, leading to increased efficiency and productivity across your organization. This innovative solution not only streamlines your data processes but also positions your business for future growth and adaptability in the ever-evolving digital landscape.

Take advantage of Azure Arc to effortlessly oversee your infrastructure spread across various locations. By utilizing Azure Local, a solution designed for distributed infrastructure, you can effectively manage virtual machines, containers, and a range of Azure services. This allows for the simultaneous deployment of modern container applications alongside traditional virtualized ones on the same physical hardware. Evaluate and select the most appropriate solutions from a specially curated roster of certified hardware partners tailored to your requirements. You will be able to implement and manage your infrastructure seamlessly, whether it is on-premises or in the cloud, ensuring a consistent Azure experience across all environments. Moreover, bolster your workload protection through enhanced security features that come standard with all approved hardware options. This all-encompassing strategy fosters both flexibility and scalability, enabling you to efficiently manage a wide variety of application types while adapting to future growth. By integrating these technologies, organizations can streamline operations and improve overall performance.

TrinityX is an open-source cluster management solution created by ClusterVision, designed to provide ongoing monitoring for High-Performance Computing (HPC) and Artificial Intelligence (AI) environments. It offers a reliable support system that complies with service level agreements (SLAs), allowing researchers to focus on their projects without the complexities of managing advanced technologies like Linux, SLURM, CUDA, InfiniBand, Lustre, and Open OnDemand. By featuring a user-friendly interface, TrinityX streamlines the cluster setup process, assisting users through each step to tailor clusters for a variety of uses, such as container orchestration, traditional HPC tasks, and InfiniBand/RDMA setups. The platform employs the BitTorrent protocol to enable rapid deployment of AI and HPC nodes, with configurations being achievable in just minutes. Furthermore, TrinityX includes a comprehensive dashboard that displays real-time data regarding cluster performance metrics, resource utilization, and workload distribution, enabling users to swiftly pinpoint potential problems and optimize resource allocation efficiently. This capability enhances teams' ability to make data-driven decisions, thereby boosting productivity and improving operational effectiveness within their computational frameworks. Ultimately, TrinityX stands out as a vital tool for researchers seeking to maximize their computational resources while minimizing management distractions.

Discover enterprise-grade storage solutions customized for your application's specific locations. Cloud Volumes ONTAP enhances the effectiveness of your cloud storage investment and boosts operational efficiency, while also strengthening data protection, security, and compliance with regulations. With this service, you can easily project your storage costs on platforms such as AWS, Azure, or Google Cloud by using a simple, intuitive calculator that is offered at no cost. This valuable tool empowers you to make well-informed choices regarding your cloud storage requirements. Additionally, leveraging these insights can lead to significant cost savings and improved performance for your organization.

Moab® HPC Suite streamlines the oversight, tracking, reporting, and scheduling of extensive HPC tasks through automation. Featuring a patent-pending intelligence engine, it employs multi-dimensional policies to enhance the timing and execution of workloads across various resources. These sophisticated policies effectively balance the objectives of high utilization and throughput with the constraints of competing workload priorities and SLA requirements, enabling greater efficiency in accomplishing tasks with optimal prioritization. By leveraging Moab HPC Suite, organizations can maximize their HPC systems' value and usage while simultaneously minimizing management complexities and associated costs. Additionally, the innovative framework supports dynamic adjustments to workload management, adapting to changing demands seamlessly.