Alternatives to Lustre
Compare Lustre alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Lustre in 2026. Compare features, ratings, user reviews, pricing, and more from Lustre competitors and alternatives in order to make an informed decision for your business.
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Media Shuttle
Signiant
Signiant Media Shuttle is the easiest way to send and share any size file, anywhere fast. As a SaaS solution it is simple to deploy, manage and use and offers enterprise-grade capabilities to monitor and control all file transfer activity. Media Shuttle is used by more than 400,000 professionals worldwide moving petabytes of data for companies of all sizes. - Patented file acceleration technology, up to 100x faster than FTP - Checkpoint Restart to automatically resume any interrupted transfer - Unlimited, brandable portals for all file sharing use cases - Works with your on-premises storage and/or cloud storage - Easy to set-up, administer and use. Up and running in a day - Unrivaled customer support with a 95% NPS score to prove it -
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MooseFS
Saglabs SA
MooseFS is a breakthrough concept in the Big Data storage industry. It allows us to combine data storage and data processing in a single unit using commodity hardware thereby providing an extremely high ROI. Through this innovative approach, we provide professional services and expert advisory for storage solutions as well as implementation and support for all your operations. MooseFS, which was introduced in 2008 as a spin-off of Gemius (a leading European company which measures internet in over 20 countries), went on to become one of the most sought after Data storage software for companies worldwide. It is still being used to store huge amounts of data for Gemius core operations, where over 300 000 events are gathered and processed per second, for 24 hours and 7 days a week. Therefore, any solution we present to our customers has been tested in real-life work environment involving Big Data Analytics.Starting Price: $/TiB based on scale -
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Amazon FSx for Lustre
Amazon
Amazon FSx for Lustre is a fully managed service that provides high-performance, scalable storage for compute-intensive workloads. Built on the open-source Lustre file system, it offers sub-millisecond latencies, up to hundreds of gigabytes per second of throughput, and millions of IOPS, making it ideal for applications such as machine learning, high-performance computing, video processing, and financial modeling. FSx for Lustre integrates seamlessly with Amazon S3, allowing you to link file systems to S3 buckets. This integration enables transparent access and processing of S3 data from a high-performance file system, with the ability to import and export data between FSx for Lustre and S3. The service supports multiple deployment options, including scratch file systems for temporary storage and persistent file systems for long-term storage, as well as SSD and HDD storage types to optimize cost and performance based on workload requirements.Starting Price: $0.073 per GB per month -
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Amazon EC2 UltraClusters
Amazon
Amazon EC2 UltraClusters enable you to scale to thousands of GPUs or purpose-built machine learning accelerators, such as AWS Trainium, providing on-demand access to supercomputing-class performance. They democratize supercomputing for ML, generative AI, and high-performance computing developers through a simple pay-as-you-go model without setup or maintenance costs. UltraClusters consist of thousands of accelerated EC2 instances co-located in a given AWS Availability Zone, interconnected using Elastic Fabric Adapter (EFA) networking in a petabit-scale nonblocking network. This architecture offers high-performance networking and access to Amazon FSx for Lustre, a fully managed shared storage built on a high-performance parallel file system, enabling rapid processing of massive datasets with sub-millisecond latencies. EC2 UltraClusters provide scale-out capabilities for distributed ML training and tightly coupled HPC workloads, reducing training times. -
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AWS DataSync
Amazon
AWS DataSync is a secure, online service that automates and accelerates moving data between on-premises storage and AWS Storage services. It simplifies migration planning and reduces expensive on-premises data movement costs with a fully managed service that seamlessly scales as data loads increase. DataSync can copy data between Network File System (NFS) shares, Server Message Block (SMB) shares, Hadoop Distributed File Systems (HDFS), self-managed object storage, AWS Snowcone, Amazon Simple Storage Service (Amazon S3) buckets, Amazon Elastic File System (Amazon EFS) file systems, Amazon FSx for Windows File Server file systems, Amazon FSx for Lustre file systems, Amazon FSx for OpenZFS file systems, and Amazon FSx for NetApp ONTAP file systems. It also supports moving data between other public clouds and AWS Storage services, enabling replication, archival, or sharing of application data easily. DataSync provides end-to-end security, including data encryption and data integrity. -
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TrinityX
Cluster Vision
TrinityX is an open source cluster management system developed by ClusterVision, designed to provide 24/7 oversight for High-Performance Computing (HPC) and Artificial Intelligence (AI) environments. It offers a dependable, SLA-compliant support system, allowing users to focus entirely on their research while managing complex technologies such as Linux, SLURM, CUDA, InfiniBand, Lustre, and Open OnDemand. TrinityX streamlines cluster deployment through an intuitive interface, guiding users step-by-step to configure clusters for diverse uses like container orchestration, traditional HPC, and InfiniBand/RDMA architectures. Leveraging the BitTorrent protocol, enables rapid deployment of AI/HPC nodes, accommodating setups in minutes. The platform provides a comprehensive dashboard offering real-time insights into cluster metrics, resource utilization, and workload distribution, facilitating the identification of bottlenecks and optimization of resource allocation.Starting Price: Free -
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Customers use Oracle Cloud Infrastructure (OCI) Storage Gateway to extend on-premises application data to Oracle Cloud. Integration with OCI Object Storage and Network File Storage (NFS) compliance make it easy to securely move files to and from Oracle Cloud. Data is encrypted both at rest and in-transit and built-in data integrity checks provides protection. Local caching provides enterprise applications instant access to files that are frequently used. For enterprises that commonly rely on NFS to provide reliable and durable data storage on-premises, Storage Gateway exposes a POSIX-Compliant NFS mount point that can be mounted to any host or application that supports an NFSv4 client. Easily bridge and store data generated by traditional applications that support common file system protocols like NFSv4, without having to modify the application. For example, adding or modifying a file in Object Storage results in automatic Storage Gateway updates.
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GlusterFS
Gluster
GlusterFS is a scalable network filesystem suitable for data-intensive tasks such as cloud storage and media streaming. GlusterFS is free and open source software and can utilize common off-the-shelf hardware. Gluster is a scalable, distributed file system that aggregates disk storage resources from multiple servers into a single global namespace. Enterprises can scale capacity, performance, and availability on demand, with no vendor lock-in, across on-premise, public cloud, and hybrid environments. Gluster is used in production at thousands of organisations spanning media, healthcare, government, education, web 2.0, and financial services. Scales to several petabytes, handles thousands of clients, POSIX compatible, uses commodity hardware, can use any ondisk filesystem that supports extended attributes, accessible using industry standard protocols like NFS and SMB, provides replication, quotas, geo-replication, snapshots and bitrot detection, and more. -
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hBlock
hBlock
hBlock is a POSIX-compliant shell script that gets a list of domains that serve ads, tracking scripts and malware from multiple sources and creates a hosts file, among other formats, that prevents your system from connecting to them. On our website, you can download the latest build of the default blocklist and you can generate your own by following the instructions on the project page. Improve your security and privacy by blocking ads, tracking and malware domains. hBlock is available in various package managers. Additionally, a system timer can be set to regularly update the host's file for new additions. The default behavior of hBlock can be adjusted with multiple options. Nightly builds of the host's file, among other formats, can be found on the hBlock website. Sometimes you may need to temporarily disable hBlock, a quick option is to generate a hosts file without any blocked domains.Starting Price: Free -
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zdaemon
Python Software Foundation
zdaemon is a Unix (Unix, Linux, Mac OS X) Python program that wraps commands to make them behave as proper daemons. zdaemon provides a script, zdaemon, that can be used to run other programs as POSIX (Unix) daemons. (Of course, it is only usable on POSIX-complient systems.) Using zdaemon requires specifying a number of options, which can be given in a configuration file, or as command-line options. It also accepts commands teling it what to do. Start a process as a daemon. Stop a running daemon process. Stop and then restart a program. Find out if the program is running. Send a signal to the daemon process. Reopen the transcript log. Commands can be given on a command line, or can be given using an interactive interpreter. We can specify a program name and command-line options in the program command. Note, however, that the command-line parsing is pretty primitive.Starting Price: Free -
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IBM Storage Scale is software-defined file and object storage that enables organizations to build a global data platform for artificial intelligence (AI), high-performance computing (HPC), advanced analytics, and other demanding workloads. Unlike traditional applications that work with structured data, today’s performance-intensive AI and analytics workloads operate on unstructured data, such as documents, audio, images, videos, and other objects. IBM Storage Scale software provides global data abstraction services that seamlessly connect multiple data sources across multiple locations, including non-IBM storage environments. It’s based on a massively parallel file system and can be deployed on multiple hardware platforms including x86, IBM Power, IBM zSystem mainframes, ARM-based POSIX client, virtual machines, and Kubernetes.Starting Price: $19.10 per terabyte
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HPE Pointnext
Hewlett Packard
This confluence put new demands on HPC storage as the input/output patterns of both workloads could not be more different. And it is happening right now. A recent study of the independent analyst firm Intersect360 found out that 63% of the HPC users today already are running machine learning programs. Hyperion Research forecasts that, at current course and speed, HPC storage spending in public sector organizations and enterprises will grow 57% faster than spending for HPC compute for the next three years. Seymour Cray once said, "Anyone can build a fast CPU. The trick is to build a fast system.” When it comes to HPC and AI, anyone can build fast file storage. The trick is to build a fast, but also cost-effective and scalable file storage system. We achieve this by embedding the leading parallel file systems into parallel storage products from HPE with cost effectiveness built in. -
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AWS HPC
Amazon
AWS High Performance Computing (HPC) services empower users to execute large-scale simulations and deep learning workloads in the cloud, providing virtually unlimited compute capacity, high-performance file systems, and high-throughput networking. This suite of services accelerates innovation by offering a broad range of cloud-based tools, including machine learning and analytics, enabling rapid design and testing of new products. Operational efficiency is maximized through on-demand access to compute resources, allowing users to focus on complex problem-solving without the constraints of traditional infrastructure. AWS HPC solutions include Elastic Fabric Adapter (EFA) for low-latency, high-bandwidth networking, AWS Batch for scaling computing jobs, AWS ParallelCluster for simplified cluster deployment, and Amazon FSx for high-performance file systems. These services collectively provide a flexible and scalable environment tailored to diverse HPC workloads. -
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Tencent Cloud File Storage
Tencent
CFS is compatible with POSIX and supports cross-platform access, ensuring the consistency of files and data. Your Cloud Virtual Machine (CVM) instance can access the CFS system using the standard NFS protocol. CFS provides a simple and easy-to-learn console interface. Using CFS, you can quickly create, configure and manage a file system, reducing the amount of time spent deploying and maintaining your own network-attached storage (NAS). CFS storage capacity scales flexibly without impacting your applications or services. CFS performance increases in accordance with storage size to provide reliable and high-performance services. CFS standard file storage runs with three layers of redundancy and features extremely high availability and reliability. CFS can restrict client permissions using user isolation, network isolation and access allowlists. -
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Azure FXT Edge Filer
Microsoft
Create cloud-integrated hybrid storage that works with your existing network-attached storage (NAS) and Azure Blob Storage. This on-premises caching appliance optimizes access to data in your datacenter, in Azure, or across a wide-area network (WAN). A combination of software and hardware, Microsoft Azure FXT Edge Filer delivers high throughput and low latency for hybrid storage infrastructure supporting high-performance computing (HPC) workloads.Scale-out clustering provides non-disruptive NAS performance scaling. Join up to 24 FXT nodes per cluster to scale to millions of IOPS and hundreds of GB/s. When you need performance and scale in file-based workloads, Azure FXT Edge Filer keeps your data on the fastest path to processing resources. Managing data storage is easy with Azure FXT Edge Filer. Shift aging data to Azure Blob Storage to keep it easily accessible with minimal latency. Balance on-premises and cloud storage. -
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Amazon Elastic File System (Amazon EFS) automatically grows and shrinks as you add and remove files with no need for management or provisioning. Share code and other files in a secure, organized way to increase DevOps agility and respond faster to customer feedback. Persist and share data from your AWS containers and serverless applications with zero management required. Easier to use and scale, Amazon EFS offers the performance and consistency needed for machine learning and big data analytics workloads. Simplify persistent storage for modern content management system workloads. Get your products and services to market faster, more reliably, and securely at a lower cost. Create and configure shared file systems simply and quickly for AWS compute services, with no provisioning, deploying, patching, or maintenance required. Scale workloads on-demand to petabytes of storage and gigabytes per second of throughput out of the box.
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AWS ParallelCluster
Amazon
AWS ParallelCluster is an open-source cluster management tool that simplifies the deployment and management of High-Performance Computing (HPC) clusters on AWS. It automates the setup of required resources, including compute nodes, a shared filesystem, and a job scheduler, supporting multiple instance types and job submission queues. Users can interact with ParallelCluster through a graphical user interface, command-line interface, or API, enabling flexible cluster configuration and management. The tool integrates with job schedulers like AWS Batch and Slurm, facilitating seamless migration of existing HPC workloads to the cloud with minimal modifications. AWS ParallelCluster is available at no additional charge; users only pay for the AWS resources consumed by their applications. With AWS ParallelCluster, you can use a simple text file to model, provision, and dynamically scale the resources needed for your applications in an automated and secure manner. -
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TotalView
Perforce
TotalView debugging software provides the specialized tools you need to quickly debug, analyze, and scale high-performance computing (HPC) applications. This includes highly dynamic, parallel, and multicore applications that run on diverse hardware — from desktops to supercomputers. Improve HPC development efficiency, code quality, and time-to-market with TotalView’s powerful tools for faster fault isolation, improved memory optimization, and dynamic visualization. Simultaneously debug thousands of threads and processes. Purpose-built for multicore and parallel computing, TotalView delivers a set of tools providing unprecedented control over processes and thread execution, along with deep visibility into program states and data. -
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FlashBlade//S
Pure Storage
Pure FlashBlade//S is the industry's most advanced all-flash storage solution for consolidating fast file and object storage. Modernize your storage with a unified unstructured storage platform that delivers a Modern Data Experience™. Tackle your most challenging modern data requirements. FlashBlade delivers cloud-like simplicity and agility with consistent high performance and control. FlashBlade can help you address the needs of modern applications and leverage modern data. FlashBlade//S delivers massive throughput and parallelism with consistent multidimensional performance for all data. Simply add blades to scale capacity and performance. It’s fast file and object storage that goes beyond traditional scale-out NAS. FlashBlade’s scale-out metadata architecture can handle tens of billions of files and objects with maximum performance and rich data services. Purity//FB supports cloud mobility with object replication and disaster recovery with file replication. -
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StorageX
Data Dynamics
StorageX is Data Dynamics’ leading unstructured data management solution that delivers policy-based data management with no vendor lock in. With StorageX you can Analyze, Move, Manage, and Modernize your infrastructure to drive cost reduction, risk mitigation, and policy automation. StorageX delivers dynamic data for the digital enterprise so that your business can leverage your data to gain the competitive advantage. Comprehensive metadata analytics provides actionable insights to manage your IT business processes. A powerful migration engine that can move petabytes of data across shares and exports with speed and accuracy. Scalable, secure, and automated data mobility and synchronization for file to object transformation. Intelligently archive your data with analytics by identifying files to move to low-cost object storage for long term archival or cloud tiering. -
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XenData
XenData
We are a global provider of cutting-edge data storage solutions optimized for creative video, medical imaging, video surveillance and other applications with high volumes of large files. We provide active archive systems based on LTO data tape and hybrid cloud. Our LTO archives scale to 100+ Petabytes and provide cost-effective, secure, long-term retention of file-based assets. When configured as private cloud storage, our LTO solutions provide an attractive alternative to public cloud storage services, such as AWS Glacier and the Archive Tier of Azure object storage. In addition, we offer cloud-based synchronization services that provide file sharing across multiple locations and create a global file system. This boosts the productivity of distribute teams by enabling them to seamlessly share and synchronize files across all locations. The reduced cost of sequencing means that requirements for genomic data storage are exploding. -
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Pavilion HyperOS
Pavilion
Powering the most performant, dense, scalable, and flexible storage platform in the universe. Pavilion HyperParallel File System™ provides the ability to scale across an unlimited number of Pavilion HyperParallel Flash Arrays™, providing 1.2 TB/s read, and 900 GB/s write bandwidth with 200M IOPS at 25µs latency per rack. Uniquely capable of providing independent, linear scalability of both capacity and performance, the Pavilion HyperOS 3 now provides global namespace support for both NFS and S3, enabling unlimited, linear scale across an unlimited number of Pavilion HyperParallel Flash Array systems. Take advantage of the power of the Pavilion HyperParallel Flash Array to enjoy unrivaled levels of performance and availability. The Pavilion HyperOS includes patent-pending technology to ensure that your data is always available, with performant access that legacy arrays cannot match. -
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Azure NetApp Files
NetApp
A Microsoft Azure native, high performance file storage service for your core business applications. Azure NetApp Files (ANF) makes it super-easy for enterprise LOB and storage professionals to migrate and run complex, performance-intensive and latency-sensitive applications with no code-change. ANF is widely used as the underlying shared file-storage service in these scenarios: Migration (lift-and-shift) of POSIX compliant Linux and Windows applications, SAP HANA, Databases, HPC infra and apps, and enterprise web-applications. Support for multiple protocols enables “lift & shift” of both Linux & Windows applications to run seamlessly in Azure. Multiple performance tiers allow for close alignment with workload performance requirements. Deep integration into Azure enables a seamless & secure Azure experience, with no learning or management overhead. Leading certifications including SAP HANA, GDPR, and HIPAA enables migration of the most demanding workloads to Azure.Starting Price: $0.14746 -
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SwiftStack
SwiftStack
SwiftStack is a multi-cloud data storage and management platform for data-driven applications and workflows, seamlessly providing access to data across both private and public infrastructure. SwiftStack Storage is an on-premises, scale-out, and geographically distributed object and file storage product that starts from 10s of terabytes and expands to 100s of petabytes. Unlock your existing enterprise data and make it accessible to your modern cloud-native applications by connecting it into the SwiftStack platform. Avoid another major storage migration and use existing tier 1 storage for what it’s good for...not everything. With SwiftStack 1space, data is placed across multiple clouds, public and private, via operator-defined policies to get the application and users closer to the data. A single addressable namespace is created where data movement throughout the platform is transparent to the applications and users. -
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xiRAID
Xinnor
xiRAID is a high-performance RAID solution designed specifically for modern storage environments, particularly those built on NVMe and NVMe-over-Fabrics (NVMe-oF) technologies. It replaces traditional hardware RAID controllers with a software-based approach that delivers significantly higher performance, lower total cost of ownership, and greater flexibility. It supports both locally attached drives and networked NVMe devices, presenting them as a unified block device that applications can use without modification. It is engineered to achieve near-hardware speeds through advanced techniques such as I/O parallelization and a lockless datapath, enabling throughput of up to 150 GB/s, up to 30 million IOPS, and latency below 0.5 ms while maintaining minimal CPU and memory usage. It supports a wide range of RAID levels, including 0, 1, 5, 6, 10, 50, 60, and 70, and is compatible with POSIX APIs, allowing seamless integration with existing file systems. -
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Veritas NetBackup
Veritas Technologies
Optimized for the multicloud, extensive workload support, and ensured operational resiliency. Ensure data integrity, monitor your environment, and recover at scale to optimize your resilience. Resiliency. Migration. Snapshot orchestration. Disaster recovery. Unified, end-to-end deduplication. One solution manages it all. The most VMs protected, recovered, and moved to the cloud. Protect VMware, Microsoft Hyper-V, Nutanix AHV, Red Hat Virtualization, AzureStack and OpenStack with automated protection and instant access to VM data via flexible recovery. At-scale disaster recovery with near-zero RPO and RTO. Protect your data with 60+ public cloud storage targets, an automated, SLA-driven resiliency platform, and a new supported integration with NetBackup. Get scale-out protection for petabyte-scale workloads with hundreds of data nodes. Use NetBackup Parallel Streaming, a modern parallel streaming agentless architecture. -
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The Nimbix Supercomputing Suite is a set of flexible and secure as-a-service high-performance computing (HPC) solutions. This as-a-service model for HPC, AI, and Quantum in the cloud provides customers with access to one of the broadest HPC and supercomputing portfolios, from hardware to bare metal-as-a-service to the democratization of advanced computing in the cloud across public and private data centers. Nimbix Supercomputing Suite allows you access to HyperHub Application Marketplace, our high-performance marketplace with over 1,000 applications and workflows. Leverage powerful dedicated BullSequana HPC servers as bare metal-as-a-service for the best of infrastructure and on-demand scalability, convenience, and agility. Federated supercomputing-as-a-service offers a unified service console to manage all compute zones and regions in a public or private HPC, AI, and supercomputing federation.
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MessageSolution
MessageSolution
MessageSolution's award-winning Enterprise Email Archive™ (EEA) Platform, a scalable and intelligent enterprise archiving and eDiscovery platform, deftly manages petabytes of data and delivering compliance archiving and eDiscovery services for global clients with all email environments. MessageSolution is among the few leading compliance archiving, eDiscovery, security, and information governance solution providers to offer a unified solution for email, SharePoint, file systems, OneDrive, and Office 365 Teams. The unified cloud architecture effectively supports global enterprise customers with centralized management console to monitor server cluster configured and storage tiers including Azure Object and Amazon AWS storage when required. For enterprise on premise or hybrid deployments, MessageSolution delivers the most scalable platform in the market for global enterprise customers for compliance, eDiscovery, content security and data backup. -
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Qumulo
Qumulo
The new way to manage enterprise file data at scale, anywhere. Our cloud-native file data platform, with extreme scale and efficiency, meets your most rigorous workloads with radical simplicity. Qumulo Core is a high-performance file data platform designed to help you store, manage and build workflows and applications with data in its native file form, at massive scale, across on-prem and cloud environments. Securely store petabytes of active file data in a single namespace with intelligent scaling. Easily manage with real-time IT operational analytics of every file and user. Build automated workflows and applications with a comprehensive API and multi-protocol support. It’s now remarkably simple to manage the full data lifecycle from ingestion, transformation, publishing and archiving -
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CTERA
CTERA Networks
Gain infinite storage capacity without adding hardware through intelligent edge caching and elastic cloud scale. Deliver modern remote working solutions by helping distributed office and WFH users store, access, and collaborate on files efficiently from any device or location. Control data sovereignty and enable GDPR compliance with best-of-breed infrastructure ranging from 100% private to public and hybrid cloud storage solutions. Replace traditional storage and backup systems with a cloud file system powered by software-defined file services over object storage. The CTERA Enterprise File Services Platform enables organizations to connect remote sites and users over a single namespace and deliver HQ-grade data access experiences from any edge location or device. -
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AWS Parallel Computing Service (AWS PCS) is a managed service that simplifies running and scaling high-performance computing workloads and building scientific and engineering models on AWS using Slurm. It enables the creation of complete, elastic environments that integrate computing, storage, networking, and visualization tools, allowing users to focus on research and innovation without the burden of infrastructure management. AWS PCS offers managed updates and built-in observability features, enhancing cluster operations and maintenance. Users can build and deploy scalable, reliable, and secure HPC clusters through the AWS Management Console, AWS Command Line Interface (AWS CLI), or AWS SDK. The service supports various use cases, including tightly coupled workloads like computer-aided engineering, high-throughput computing such as genomics analysis, accelerated computing with GPUs, and custom silicon like AWS Trainium and AWS Inferentia.Starting Price: $0.5977 per hour
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Sangfor aStor
Sangfor
Sangfor aStor is a software‑defined storage solution that unifies block, file, and object storage into a single, elastically expandable resource pool using a fully symmetrical distributed architecture, enabling on‑demand allocation of high‑performance and cost‑optimized, large‑capacity tiers to suit diverse service requirements. Available as either integrated hardware‑software or standalone software, it scales from just three commodity x86 nodes and supports cloud‑scale clusters of thousands of nodes with EB‑level capacity expansion. Its multi‑node parallel processing and intelligent caching (using RDMA, SSD hot‑data cache, and layering) deliver extremely high throughput, IOPS, and small‑IO performance, boosting cache hit rates to 90% and small‑IO handling by up to 65%, while distributed metadata management ensures jitter‑free handling of billions of files. -
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Arm Forge
Arm
Build reliable and optimized code for the right results on multiple Server and HPC architectures, from the latest compilers and C++ standards to Intel, 64-bit Arm, AMD, OpenPOWER, and Nvidia GPU hardware. Arm Forge combines Arm DDT, the leading debugger for time-saving high-performance application debugging, Arm MAP, the trusted performance profiler for invaluable optimization advice across native and Python HPC codes, and Arm Performance Reports for advanced reporting capabilities. Arm DDT and Arm MAP are also available as standalone products. Efficient application development for Linux Server and HPC with Full technical support from Arm experts. Arm DDT is the debugger of choice for developing of C++, C, or Fortran parallel, and threaded applications on CPUs, and GPUs. Its powerful intuitive graphical interface helps you easily detect memory bugs and divergent behavior at all scales, making Arm DDT the number one debugger in research, industry, and academia. -
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HPE Performance Cluster Manager
Hewlett Packard Enterprise
HPE Performance Cluster Manager (HPCM) delivers an integrated system management solution for Linux®-based high performance computing (HPC) clusters. HPE Performance Cluster Manager provides complete provisioning, management, and monitoring for clusters scaling up to Exascale sized supercomputers. The software enables fast system setup from bare-metal, comprehensive hardware monitoring and management, image management, software updates, power management, and cluster health management. Additionally, it makes scaling HPC clusters easier and efficient while providing integration with a plethora of 3rd party tools for running and managing workloads. HPE Performance Cluster Manager reduces the time and resources spent administering HPC systems - lowering total cost of ownership, increasing productivity and providing a better return on hardware investments. -
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Hammerspace
Hammerspace
Hammerspace is a revolutionary storage platform that unlocks unused local NVMe storage in GPU servers to accelerate AI training and checkpointing. It transforms siloed, stranded storage into a shared, ultra-fast tier that dramatically increases GPU utilization and reduces the need for costly external storage systems. By using a standards-based parallel file system, Hammerspace delivers low-latency, high-throughput data access that scales to thousands of GPU servers. The platform helps cut power consumption and infrastructure costs while boosting AI workload performance. Leading organizations like Meta rely on Hammerspace to optimize their AI infrastructure. With easy deployment and rapid scaling, Hammerspace enables teams to get AI models trained faster and more efficiently. -
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Ansys HPC
Ansys
With the Ansys HPC software suite, you can use today’s multicore computers to perform more simulations in less time. These simulations can be bigger, more complex and more accurate than ever using high-performance computing (HPC). The various Ansys HPC licensing options let you scale to whatever computational level of simulation you require, from single-user or small user group options for entry-level parallel processing up to virtually unlimited parallel capacity. For large user groups, Ansys facilitates highly scalable, multiple parallel processing simulations for the most challenging projects when needed. Apart from parallel computing, Ansys also offers solutions for parametric computing, which enables you to more fully explore the design parameters (size, weight, shape, materials, mechanical properties, etc.) of your product early in the development process. -
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Google Cloud Bigtable
Google
Google Cloud Bigtable is a fully managed, scalable NoSQL database service for large analytical and operational workloads. Fast and performant: Use Cloud Bigtable as the storage engine that grows with you from your first gigabyte to petabyte-scale for low-latency applications as well as high-throughput data processing and analytics. Seamless scaling and replication: Start with a single node per cluster, and seamlessly scale to hundreds of nodes dynamically supporting peak demand. Replication also adds high availability and workload isolation for live serving apps. Simple and integrated: Fully managed service that integrates easily with big data tools like Hadoop, Dataflow, and Dataproc. Plus, support for the open source HBase API standard makes it easy for development teams to get started. -
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QumulusAI
QumulusAI
QumulusAI delivers supercomputing without constraint, combining scalable HPC with grid-independent data centers to break bottlenecks and power the future of AI. QumulusAI is universalizing access to AI supercomputing, removing the constraints of legacy HPC and delivering the scalable, high-performance computing AI demands today. And tomorrow too. No virtualization overhead, no noisy neighbors, just dedicated, direct access to AI servers optimized with NVIDIA’s latest GPUs (H200) and Intel/AMD CPUs. QumulusAI offers HPC infrastructure uniquely configured around your specific workloads, instead of legacy providers’ one-size-fits-all approach. We collaborate with you through design, deployment, to ongoing optimization, adapting as your AI projects evolve, so you get exactly what you need at each step. We own the entire stack. That means better performance, greater control, and more predictable costs than with other providers who coordinate with third-party vendors. -
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Riak CS
Riak
Riak CS is a highly available, scalable, easy-to-operate object storage software solution that’s optimized for holding videos, images, and other files. It provides simple but powerful storage for large objects built for private, public, and hybrid clouds. Whether you need large object storage for applications or you’re building a service offering, Riak CS provides a cost-effective solution that’s highly available, scalable and simple to use for storing all your images, text, video, documents, database backups and software binaries. Optimized for public, private or hybrid clouds, Riak CS is Amazon S3- and OpenStack Swift-compatible, has robust APIs, and scales easily to handle petabytes of data using commodity software that provides near-linear performance increases as capacity is added.Starting Price: $0 -
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Fuzzball
CIQ
Fuzzball accelerates innovation for researchers and scientists by eliminating the burdens of infrastructure provisioning and management. Fuzzball streamlines and optimizes high-performance computing (HPC) workload design and execution. A user-friendly GUI for designing, editing, and executing HPC jobs. Comprehensive control and automation of all HPC tasks via CLI. Automated data ingress and egress with full compliance logs. Native integration with GPUs and both on-prem and cloud storage on-prem and cloud storage. Human-readable, portable workflow files that execute anywhere. CIQ’s Fuzzball modernizes traditional HPC with an API-first, container-optimized architecture. Operating on Kubernetes, it provides all the security, performance, stability, and convenience found in modern software and infrastructure. Fuzzball not only abstracts the infrastructure layer but also automates the orchestration of complex workflows, driving greater efficiency and collaboration. -
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Delta Lake
Delta Lake
Delta Lake is an open-source storage layer that brings ACID transactions to Apache Spark™ and big data workloads. Data lakes typically have multiple data pipelines reading and writing data concurrently, and data engineers have to go through a tedious process to ensure data integrity, due to the lack of transactions. Delta Lake brings ACID transactions to your data lakes. It provides serializability, the strongest level of isolation level. Learn more at Diving into Delta Lake: Unpacking the Transaction Log. In big data, even the metadata itself can be "big data". Delta Lake treats metadata just like data, leveraging Spark's distributed processing power to handle all its metadata. As a result, Delta Lake can handle petabyte-scale tables with billions of partitions and files at ease. Delta Lake provides snapshots of data enabling developers to access and revert to earlier versions of data for audits, rollbacks or to reproduce experiments. -
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Bright Cluster Manager
NVIDIA
NVIDIA Bright Cluster Manager offers fast deployment and end-to-end management for heterogeneous high-performance computing (HPC) and AI server clusters at the edge, in the data center, and in multi/hybrid-cloud environments. It automates provisioning and administration for clusters ranging in size from a couple of nodes to hundreds of thousands, supports CPU-based and NVIDIA GPU-accelerated systems, and enables orchestration with Kubernetes. Heterogeneous high-performance Linux clusters can be quickly built and managed with NVIDIA Bright Cluster Manager, supporting HPC, machine learning, and analytics applications that span from core to edge to cloud. NVIDIA Bright Cluster Manager is ideal for heterogeneous environments, supporting Arm® and x86-based CPU nodes, and is fully optimized for accelerated computing with NVIDIA GPUs and NVIDIA DGX™ systems. -
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Linaro Forge
Linaro
Linaro Forge is an integrated HPC debugging and performance analysis suite that helps developers build reliable, optimized code for servers and high-performance computing environments by combining three core tools, Linaro DDT, a market-leading debugger for C, C++, Fortran, and Python applications; Linaro MAP, a performance profiler that highlights bottlenecks and suggests optimization strategies; and Linaro Performance Reports, which generate concise, one-page summaries of application performance. It supports a wide range of parallel architectures and programming models, including MPI, OpenMP, CUDA, and GPU-accelerated environments on x86-64, 64-bit Arm, and other CPUs and GPUs, and offers a common user interface that makes it easy to switch between debugging and profiling during development. -
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Arm MAP
Arm
No need to change your code or the way you build it. Profiling for applications running on more than one server and multiple processes. Clear views of bottlenecks in I/O, in computing, in a thread, or in multi-process activity. Deep insight into actual processor instruction types that affect your performance. View memory usage over time to discover high watermarks and changes across the complete memory footprint. Arm MAP is a unique scalable low-overhead profiler, available standalone or as part of the Arm Forge debug and profile suite. It helps server and HPC code developers to accelerate their software by revealing the causes of slow performance. It is used from multicore Linux workstations through to supercomputers. You can profile realistic test cases that you care most about with typically under 5% runtime overhead. The interactive user interface is clear and intuitive, designed for developers and computational scientists. -
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PolarDB-X
Alibaba Cloud
PolarDB-X has been tried and tested in Tmall Double 11 shopping festivals, and has helped customers in industries such as finance, logistics, energy, e-commerce, and public service to address business challenges. Linearly increases storage space to provide petabyte-scale storage, making storage bottlenecks of standalone databases a thing of the past. Provides the massively parallel processing (MPP) capabilities to significantly improve the efficiency of complex analysis and queries on vast amounts of data. Provides extensive algorithms to distribute data across multiple storage nodes, effectively reducing the volume of data stored in a single table.Starting Price: $10,254.44 per year -
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Zettar zx
Zettar
Zettar zx: High-Performance Data Transfer and Migration Use Cases: * Replication & Sync * Data Migration * Transparent Tiering * In-Cloud Migration * Hybrid Cloud Data Movement * Data Centralization for AI and analytics platforms * Autonomous vehicle data collection * Recurring edge-to-core and edge-to-cloud ingest workloads * Data Backups and Recovery * Data staging * Petabyte-scale Data transfer & Billion Files Transfer * Data Transfer Forwarding * Real-time streaming Key Features: * Peer-to-Peer Scale-Out: Lightning-fast data transfers with cluster-level parallel processing. * Transparent Compression * Works with Ethernet, InfiniBand, and any speed. * Handles files, objects (including S3 AWS), and S3 multipart REST APIs. * Simultaneous send and receive capabilities. Users can have their own data area for reading and writing. * Secure and Reliable: TLS encryption for secure data transit. * SDK & API Integration * Web Access -
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Huawei FusionStorage
Huawei Technologies
Huawei FusionStorage fully converged cloud storage features massive scale-out capabilities designed for cloud-based architectures. The on-board storage system software combines the local storage resources of standard x86 servers into fully distributed storage pools, allowing a single system to provide block, file, and object storage services to the upper layer. An enterprise can easily obtain the flexibility and efficiency in data storage required to keep up with the ever-changing dynamics of business. Convergence of multiple storage services: Distributed block, file, and object storage services are now fully converged onto one platform with unified hardware and shared resources, simplifying O&M. On-demand resources: Automatic data services and on-demand application-oriented storage resource supplies reduce business TTM from one week to one hour. -
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oneAPI
Intel
Intel oneAPI is an open, unified programming model designed to simplify development across CPUs, GPUs, and other accelerators. It provides developers with a highly productive software stack for AI, HPC, and accelerated computing workloads. oneAPI supports scalable hybrid parallelism, enabling performance portability across different hardware architectures. The platform includes optimized libraries, SYCL-based C++ extensions, and powerful developer tools for profiling, debugging, and optimization. Developers can build, optimize, and deploy applications with confidence across data centers, edge systems, and PCs. oneAPI is built on open standards to avoid vendor lock-in while maximizing performance. It empowers developers to write code once and run it efficiently everywhere. -
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Alibaba Cloud Drive
Alibaba Cloud
Alibaba Cloud Photo and Drive Service (PDS) enables you to build a cloud drive and provide it to your customers with enterprise-level features, such as large-volume file storage, ultra-fast file sharing, file and directory management, fine-grained access and permission control, and AI file analysis and classification. Enjoy super-fast speed when storing, sharing, and downloading files with Alibaba Cloud Drive’s centralized storage of metadata and global accelerated networking. Extract, recognize, and re-categorize file metadata and support massive data queries based on Alibaba Cloud’s AI capabilities to understand unstructured data. Ensure data security with server-side data encryption, HTTPS 2.0-based transmission, end-to-end data validation, flexible authorization methods, and file watermarking functions. -
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Nutanix Files Storage
Nutanix
Nutanix Files Storage is a simple, flexible and intelligent scale-out file storage service for the data driven era. Update non-disruptively with a single click, and manage all storage from a single pane of glass. Scale-up or scale-out flexibly on the hardware of your choice and enjoy cloud-like consumption. Know your data, who’s using it, and how—and then drive automated management and control. IDC study shows how Nutanix Files Storage reduces operational overhead by 66% over traditional siloed storage resulting in 414% ROI and 7 month pay back. Nutanix Files Storage is built to handle billions of files and tens of thousands of user sessions. As your environment grows, just one click will elastically scale your cluster up by adding more compute and/or memory to the file server VMs, or out by adding more file server VMs. All from a single platform. You can also provide object and block storage using the same resources.
