Alternatives to WEKA
Compare WEKA alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to WEKA in 2026. Compare features, ratings, user reviews, pricing, and more from WEKA competitors and alternatives in order to make an informed decision for your business.
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1
JS7 JobScheduler
SOS GmbH
JS7 JobScheduler is an Open Source workload automation system designed for performance, resilience and security. It provides unlimited performance for parallel execution of jobs and workflows. JS7 offers cross-platform job execution, managed file transfer, complex no-code job dependencies and a real REST API. Platforms - Cloud scheduling from Containers for Docker®, Kubernetes®, OpenShift® etc. - True multi-platform scheduling on premises for Windows®, Linux®, AIX®, Solaris®, macOS® etc. - Hybrid use for cloud and on premises User Interface - Modern, no-code GUI for inventory management, monitoring and control with web browsers - Near real-time information brings immediate visibility of status changes and log output of jobs and workflows - Multi-client capability, role based access management High Availability - Redundancy and Resilience based on asynchronous design and autonomous Agents - Clustering for all JS7 products, automatic fail-over and manual switch-over -
2
ActiveBatch Workload Automation
ActiveBatch by Redwood
ActiveBatch by Redwood makes setting up and launching automation easy with no custom scripting required. With a low-code Super REST API adapter, over 100 pre-built job steps and a user-friendly drag-and-drop workflow designer, you can integrate across any system, application and data source, on-prem, in the cloud or in hybrid environments. Maintain complete control and visibility and meet SLAs with monitoring of all automation from a single pane of glass and get custom alerts via emails or SMS. Managed Smart Queues dynamically scale resources for high-volume workloads, reducing process times while the self-service portal enables business users to run and monitor workflows independently. ActiveBatch meets security and compliance standards, with ISO 27001 and SOC 2, Type II certifications, encrypted connections and regular third-party tests, always keeping security at the forefront. Along with ongoing product advancements, get the added benefit of 24x7 support and on-site training. -
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Linx
Twenty57
A powerful iPaaS platform for integration and business process automation. Linx is a powerful platform for building custom integrations at scale. The platform provides enterprise-grade capability and unparalleled flexibility to cater to a wide range of integration use cases for today’s growing businesses, including application integration, data synchronization, data migration, automations, and rapid API development and management. Linx is a low-code, desktop-based iPaaS that enables organizations to connect their cloud and on-premise applications, data sources.Starting Price: $599 per month -
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CoreWeave
CoreWeave
CoreWeave is a cloud infrastructure provider specializing in GPU-based compute solutions tailored for AI workloads. The platform offers scalable, high-performance GPU clusters that optimize the training and inference of AI models, making it ideal for industries like machine learning, visual effects (VFX), and high-performance computing (HPC). CoreWeave provides flexible storage, networking, and managed services to support AI-driven businesses, with a focus on reliability, cost efficiency, and enterprise-grade security. The platform is used by AI labs, research organizations, and businesses to accelerate their AI innovations. -
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Amazon CloudWatch
Amazon
Amazon CloudWatch is a monitoring and observability service built for DevOps engineers, developers, site reliability engineers (SREs), and IT managers. CloudWatch provides you with data and actionable insights to monitor your applications, respond to system-wide performance changes, optimize resource utilization, and get a unified view of operational health. CloudWatch collects monitoring and operational data in the form of logs, metrics, and events, providing you with a unified view of AWS resources, applications, and services that run on AWS and on-premises servers. You can use CloudWatch to detect anomalous behavior in your environments, set alarms, visualize logs and metrics side by side, take automated actions, troubleshoot issues, and discover insights to keep your applications. CloudWatch alarms watch your metric values against thresholds that you specify or that it creates using ML models to detect anomalous behavior. -
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Snowflake
Snowflake
Snowflake is a comprehensive AI Data Cloud platform designed to eliminate data silos and simplify data architectures, enabling organizations to get more value from their data. The platform offers interoperable storage that provides near-infinite scale and access to diverse data sources, both inside and outside Snowflake. Its elastic compute engine delivers high performance for any number of users, workloads, and data volumes with seamless scalability. Snowflake’s Cortex AI accelerates enterprise AI by providing secure access to leading large language models (LLMs) and data chat services. The platform’s cloud services automate complex resource management, ensuring reliability and cost efficiency. Trusted by over 11,000 global customers across industries, Snowflake helps businesses collaborate on data, build data applications, and maintain a competitive edge.Starting Price: $2 compute/month -
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Azure HPC
Microsoft
Azure high-performance computing (HPC). Power breakthrough innovations, solve complex problems, and optimize your compute-intensive workloads. Build and run your most demanding workloads in the cloud with a full stack solution purpose-built for HPC. Deliver supercomputing power, interoperability, and near-infinite scalability for compute-intensive workloads with Azure Virtual Machines. Empower decision-making and deliver next-generation AI with industry-leading Azure AI and analytics services. Help secure your data and applications and streamline compliance with multilayered, built-in security and confidential computing. -
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NetApp BlueXP
NetApp
NetApp BlueXP is a unified control plane that simplifies the management of storage and data services across hybrid multicloud environments. It integrates powerful AIOps, comprehensive data services, and centralized license and subscription management to deliver the speed, simplicity, and security required in today's complex IT landscapes. With BlueXP, organizations can efficiently build, protect, and govern their data estates, ensuring consistent operations whether on-premises or across multiple cloud platforms. This centralized approach enables seamless data mobility, robust protection against data loss and cyber threats, and insightful analytics for optimized performance and cost-efficiency. -
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AWS Storage Gateway
Amazon
AWS Storage Gateway is a hybrid cloud storage service that gives you on-premises access to virtually unlimited cloud storage. Customers use Storage Gateway to simplify storage management and reduce costs for key hybrid cloud storage use cases. These include moving tape backups to the cloud, reducing on-premises storage with cloud-backed file shares, providing low latency access to data in AWS for on-premises applications, as well as various migration, archiving, processing, and disaster recovery use cases. To support these use cases, the service provides three different types of gateways – Tape Gateway, File Gateway, and Volume Gateway – that seamlessly connect on-premises applications to cloud storage, caching data locally for low-latency access. Your applications connect to the service through a virtual machine or hardware gateway appliance using standard storage protocols, such as NFS, SMB, and iSCSI. -
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IBM Spectrum Virtualize™ and IBM Spectrum Virtualize™ for Public Cloud together support mirroring between on-premises and cloud data centers or between cloud data centers. Migrate data between on-premises and public cloud data centers or between public cloud data centers. Enjoy consistent data management between on-premises storage and the public cloud. Working together with on-premises software, you can replicate or migrate data from any of over 500 supported storage systems so you can add hybrid cloud capability without major new investment. Pay for only the storage capacity you manage on the public cloud, with flexible software monthly pricing available. Implement disaster recovery strategies between on-premises and public cloud data centers. Enable cloud-based DevOps with easy replication of data from on-premises sources.
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IBM Spectrum LSF Suites is a workload management platform and job scheduler for distributed high-performance computing (HPC). Terraform-based automation to provision and configure resources for an IBM Spectrum LSF-based cluster on IBM Cloud is available. Increase user productivity and hardware use while reducing system management costs with our integrated solution for mission-critical HPC environments. The heterogeneous, highly scalable, and available architecture provides support for traditional high-performance computing and high-throughput workloads. It also works for big data, cognitive, GPU machine learning, and containerized workloads. With dynamic HPC cloud support, IBM Spectrum LSF Suites enables organizations to intelligently use cloud resources based on workload demand, with support for all major cloud providers. Take advantage of advanced workload management, with policy-driven scheduling, including GPU scheduling and dynamic hybrid cloud, to add capacity on demand.
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StoneFly
StoneFly
StoneFly is the provider of high-performing, elastic and always available IT infrastructure solutions. Coupled with StoneFusion, our intelligent & patented operating system architecture, we can support your data dependent processes and applications seamlessly anywhere, anytime. Configure backup, replication, disaster recovery, scale out block, file and object storage in private and / or public clouds. Support virtual, container hosting & more. StoneFly also offers Cloud data migration services for email, archives, documents, SharePoint and physical and virtual storage. Total backup and disaster recovery solutions in a single appliance or cloud solution. Hyperconverged options allow physical machines to be restored as virtual machines running directly on the StoneFly disaster recovery appliance for instant recovery.Starting Price: $499 -
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IBM Storage for Red Hat OpenShift unifies traditional and container storage, enabling easier deployment of enterprise-class scale-out microservices architectures. Validated with Red Hat OpenShift, Kubernetes and IBM Cloud Pak. Delivering simplified deployment and management for an integrated experience. Enterprise data protection, automated scheduling, and data reuse support for Red Hat OpenShift and Kubernetes environments. Block, file and object data resources. Quickly deploy what you need when you need it. IBM Storage for Red Hat OpenShift provides the infrastructure foundation and storage orchestration necessary for building a robust, agile, on-premises hybrid cloud environment. IBM supports CSI for its block and file storage families to improve container utilization in Kubernetes environments.
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SolarWinds Storage Resource Monitor
SolarWinds
Storage Resource Monitor, formerly Storage Resource Manager, is a fully comprehensive, multi-vendor capacity monitoring and storage performance software solution. Scalable and powerful, Storage Resource Monitor provides intuitive dashboards and charts to facilitate faster issue diagnosis and troubleshooting. The solution also enables users to map the physical SAN environment (LUNs) to the virtual machines in their VMware infrastructure, helping them pinpoint resource bottlenecks and contention issues across virtual and storage environments. Core features include multi-vendor storage monitoring, automated storage capacity planning, storage performance monitoring, storage I/O hotspot detection, storage environment reporting, and prebuilt alerts and automatic baselines. -
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Amazon EC2 Inf1 Instances
Amazon
Amazon EC2 Inf1 instances are purpose-built to deliver high-performance and cost-effective machine learning inference. They provide up to 2.3 times higher throughput and up to 70% lower cost per inference compared to other Amazon EC2 instances. Powered by up to 16 AWS Inferentia chips, ML inference accelerators designed by AWS, Inf1 instances also feature 2nd generation Intel Xeon Scalable processors and offer up to 100 Gbps networking bandwidth to support large-scale ML applications. These instances are ideal for deploying applications such as search engines, recommendation systems, computer vision, speech recognition, natural language processing, personalization, and fraud detection. Developers can deploy their ML models on Inf1 instances using the AWS Neuron SDK, which integrates with popular ML frameworks like TensorFlow, PyTorch, and Apache MXNet, allowing for seamless migration with minimal code changes.Starting Price: $0.228 per hour -
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Rocket Servergraph
Rocket Software
If your storage environment includes a mix of IBM® Spectrum Protect® (formerly IBM Tivoli System Manager®) and multi-vendor storage products, Rocket® Servergraph makes it easy to understand what’s happening in your backup environment. With support for vendors and storage devices, including cloud options, you can ensure that your critical data isn’t vulnerable to capacity surprises. Running out of capacity can affect overall application availability and performance. Servergraph helps ensure that storage devices aren’t the root cause of performance issues. It continuously monitors and forecasts storage usage across more than 30 different data protection environments and storage devices, including VTLs, schedulers, tape, and disks. A centralized console delivers comprehensive, end-to-end reporting of storage metrics by business unit, geography, or other key categories. -
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The biggest challenge to scaling AI-powered decision-making is unused data. IBM Cloud Pak® for Data is a unified platform that delivers a data fabric to connect and access siloed data on-premises or across multiple clouds without moving it. Simplify access to data by automatically discovering and curating it to deliver actionable knowledge assets to your users, while automating policy enforcement to safeguard use. Further accelerate insights with an integrated modern cloud data warehouse. Universally safeguard data usage with privacy and usage policy enforcement across all data. Use a modern, high-performance cloud data warehouse to achieve faster insights. Empower data scientists, developers and analysts with an integrated experience to build, deploy and manage trustworthy AI models on any cloud. Supercharge analytics with Netezza, a high-performance data warehouse.Starting Price: $699 per month
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Pure Storage
Pure Storage
Drive IT transformation, reduce risk, and enhance business outcomes. Embrace peace of mind with our commitment to zero downtime, continuously monitored, and proactively managed for you. Eliminate multi-silo complexity and planning uncertainty. Experience a unified data services platform with a single operating environment, across public, on-prem, and hybrid cloud. The best choice for how you store and manage your data, period. From traditional ownership to SLA-driven storage-as-a-service, you’re covered. -
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Rocket Mainstar Database Backup and Recovery
Rocket Software
Using storage-aware backup processes, DBR for Db2 enables data to be backed up instantly without affecting running applications. It performs recoveries quickly using storage-based, fast-replication facilities to restore backups while invoking Db2 recovery processes in parallel to reduce overall recovery time and minimize application downtime. DBR for Db2 uses an effective system level backup methodology that allows Db2 system-level backups to be used for multiple recovery purposes. This in turn saves CPU, I/O, and storage resources, which all work to reduce overall costs. An automatic validation feature checks that Db2 backups are complete and can be used for recovery. This ensures that data can always be restored. DBR for Db2 scans and discovers Db2 systems, then analyzes them to provide configuration advice for data set layouts. When necessary, the solution can also move data sets to accommodate a Db2 system-level backup methodology. -
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IBM® Storage Insights provides an unparalleled level of visibility across your storage environment to help you manage complex storage infrastructures and make cost-saving decisions. It combines proven IBM data management leadership with proprietary analytics from IBM Research. As a cloud-based service, it enables you to deploy quickly and save storage administration time while optimizing your storage. It also helps automate aspects of the support process to enable faster resolution of issues. Two editions enable you to select the capabilities that serve your needs best. Take the guesswork out of capacity planning with increased visibility into data growth rates and available capacity. Delay future purchases by identifying and reclaiming provisioned but unused storage. Easily track down the source of performance issues and preempt future service disruptions.
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croit
croit
The data storage industry has to change immediately to avoid the collision between 15-30% annual data growth and flat budgets. Organizations need a TENTH of the cost. 10X more performance. Without hiring expensive geniuses to manage storage. croit is the fastest growing storage software company in Europe where we contribute to the lowest cost and highest performance storage technologies in the world, recognized in the Deloitte Technology Fast 50 and Top 100 Innovator Awards in Germany. We help organizations to solve these challenges with automated Linux, Ceph and/or DAOS installations and upgrades in minutes, with the lowest TCO, helping you manage 40 Petabytes per administrator. Our open source code-writing experts provide training and consulting and management of the world's lowest cost and fastest storage technologies. We're the change the world needs in storage.Starting Price: Under $500/mo per cluster -
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NVIDIA Triton™ inference server delivers fast and scalable AI in production. Open-source inference serving software, Triton inference server streamlines AI inference by enabling teams deploy trained AI models from any framework (TensorFlow, NVIDIA TensorRT®, PyTorch, ONNX, XGBoost, Python, custom and more on any GPU- or CPU-based infrastructure (cloud, data center, or edge). Triton runs models concurrently on GPUs to maximize throughput and utilization, supports x86 and ARM CPU-based inferencing, and offers features like dynamic batching, model analyzer, model ensemble, and audio streaming. Triton helps developers deliver high-performance inference aTriton integrates with Kubernetes for orchestration and scaling, exports Prometheus metrics for monitoring, supports live model updates, and can be used in all major public cloud machine learning (ML) and managed Kubernetes platforms. Triton helps standardize model deployment in production.Starting Price: Free
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23
Paragon Hard Disk Manager
Paragon Software Group
Organize your disks, ensure capacity and performance of storage media. Transfer systems on the fly, use physical and virtual appliances at will. Use professional-grade backup to secure systems, applications and data. Always stay up and running with boot fix and fail-safe system recovery. Advanced users can create more sophisticated scenarios based on the provided set of tools. Define specific backup strategy, migrate system and data, perform secure disk wipes and generate detailed reports. Next-generation partitioning functionality ensures optimal storage use. Your internal drive running low on available disk space? This dilemma often occurs when you have multiple partitions to accommodate different systems and data types. With Hard Disk Manager, you can resize partitions on the fly to maximize available storage capacity. With newly-added features, you also can undelete and merge partitions, edit and view sectors in the built-in hex editor, convert partitions into primary and logical.Starting Price: $79.95 one-time payment -
24
Foglight
Quest Software
Optimize performance across your databases and virtual infrastructure. Go beyond basic performance monitoring with Foglight® to quickly identify and resolve performance issues across your physical, virtual and cloud environments. Foglight products easily integrate with your existing tools, so you can monitor and analyze data from almost any source across your infrastructure and view it through a single interface. And with our fully customizable dashboards, you’re able to zero in on what matters most to your organization and view data in ways that are relevant to your business, giving you the database visibility you need while boosting overall productivity. With Foglight, you’re able to proactively detect, monitor, manage and resolve performance issues before they impact the business. -
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ONTAP
NetApp
ONTAP: The industry-leading enterprise data management software. You need a solid foundation for your seamless hybrid cloud. NetApp® ONTAP® data management software gives you every advantage possible—everywhere. Looks like you just won the data management lottery. Seamlessly manage your data as it flows to and from wherever you need it most. We get it—you have more than one “#1 priority” right now…Help your business grow. Reliably support your current applications. Anticipate and prepare for the future. Plus, do it all without additional IT budget. With ONTAP, you don’t need to compromise to achieve these priorities. Quickly respond to new business challenges, simplify your day-to-day activities, and impress your team. Sound like your cup of tea? Whatever your data management needs—on your premises and in the cloud—ONTAP has you covered. -
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Rclone
Rclone
Rclone is a command-line program to manage files on cloud storage. It is a feature-rich alternative to cloud vendors' web storage interfaces. Over 40 cloud storage products support rclone including S3 object stores, business & consumer file storage services, as well as standard transfer protocols. Rclone has powerful cloud equivalents to the Unix commands rsync, cp, mv, mount, ls, ncdu, tree, rm, and cat. Rclone's familiar syntax includes shell pipeline support, and --dry-run protection. It is used at the command line, in scripts, or via its API. Rclone really looks after your data. It preserves timestamps and verifies checksums at all times. Transfers over limited bandwidth; intermittent connections, or subject to quota can be restarted, from the last good file transferred. You can check the integrity of your files. Where possible, rclone employs server-side transfers to minimize local bandwidth use and transfers from one provider to another without using the local disk.Starting Price: Free -
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AWS Neuron
Amazon Web Services
It supports high-performance training on AWS Trainium-based Amazon Elastic Compute Cloud (Amazon EC2) Trn1 instances. For model deployment, it supports high-performance and low-latency inference on AWS Inferentia-based Amazon EC2 Inf1 instances and AWS Inferentia2-based Amazon EC2 Inf2 instances. With Neuron, you can use popular frameworks, such as TensorFlow and PyTorch, and optimally train and deploy machine learning (ML) models on Amazon EC2 Trn1, Inf1, and Inf2 instances with minimal code changes and without tie-in to vendor-specific solutions. AWS Neuron SDK, which supports Inferentia and Trainium accelerators, is natively integrated with PyTorch and TensorFlow. This integration ensures that you can continue using your existing workflows in these popular frameworks and get started with only a few lines of code changes. For distributed model training, the Neuron SDK supports libraries, such as Megatron-LM and PyTorch Fully Sharded Data Parallel (FSDP). -
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Lucidity
Lucidity
Lucidity is a multi-cloud storage management platform that dynamically resizes block storage across AWS, Azure, and Google Cloud without downtime, enabling enterprises to save up to 70% on storage costs. Lucidity automates the expansion and contraction of storage volumes based on real-time data demands, ensuring optimal disk utilization between 75-80%. This autonomous, application-agnostic solution integrates seamlessly with existing applications and environments, requiring no code changes or manual provisioning efforts. Lucidity's AutoScaler is available on the AWS Marketplace, offering enterprises an automated solution to expand and shrink live EBS volumes based on workload without downtime. By streamlining operations, Lucidity enables IT and DevOps teams to reclaim hundreds of hours, allowing them to focus on higher-impact initiatives that drive innovation and efficiency. -
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Rocket Workload Automation
Rocket Software
Rocket Workload Automation and DevOps Orchestration is a unified platform that enables organizations to design, visualize, orchestrate, and automate business workflows and workload execution across distributed, hybrid, and mainframe environments from a centralized console, helping teams simplify complexity, reduce manual intervention, mitigate operational risk, and improve delivery velocity. It supports cross-platform automation that spans on-premises, cloud, and mainframe systems, giving operators and developers a single place to manage task dependencies, job schedules, and end-to-end process flows while maintaining consistency and reliability across heterogeneous IT landscapes. It includes components such as Rocket Enterprise Orchestrator for scheduling and managing complex development and operations workflows; Rocket Zena for streamlining enterprise workload automation with full visibility into operational processes. -
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Protopia AI
Protopia AI
Protopia AI’s Stained Glass Transform (SGT) offers a cutting-edge solution to secure sensitive data in AI workloads by preventing data exposure during processing and inference. It enables enterprises to maximize the value of their data by breaking down silos while retaining full ownership and security. SGT supports deployment across diverse environments, including on-premises, hybrid, and multi-tenant clouds, optimizing GPU use for performance. It runs up to 14,000 times faster than traditional cryptographic methods, ensuring AI inference adds only minimal latency. The platform is designed to meet the needs of industries with strict data privacy requirements, such as finance, defense, and healthcare. Protopia’s technology integrates with AWS Marketplace and partners like Lambda and vLLM to provide comprehensive, high-performance, secure AI inference solutions. -
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KServe
KServe
Highly scalable and standards-based model inference platform on Kubernetes for trusted AI. KServe is a standard model inference platform on Kubernetes, built for highly scalable use cases. Provides performant, standardized inference protocol across ML frameworks. Support modern serverless inference workload with autoscaling including a scale to zero on GPU. Provides high scalability, density packing, and intelligent routing using ModelMesh. Simple and pluggable production serving for production ML serving including prediction, pre/post-processing, monitoring, and explainability. Advanced deployments with the canary rollout, experiments, ensembles, and transformers. ModelMesh is designed for high-scale, high-density, and frequently-changing model use cases. ModelMesh intelligently loads and unloads AI models to and from memory to strike an intelligent trade-off between responsiveness to users and computational footprint.Starting Price: Free -
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Veeam Data Cloud Vault
Veeam
Veeam Data Cloud Vault introduces a fully managed, secure cloud storage resource on Microsoft Azure. Architected to strict ZTDR principles, Veeam Vault ensures your business’ most valuable asset is always safeguarded from whatever the world throws its way. Many organizations continue to struggle with cloud storage due to bill shock, security concerns, and skilling for proper management. Veeam Vault overcomes these issues and makes secure cloud storage easy by being: • Predictable: All-inclusive pricing that eliminates bill shock • Secure: Always air-gapped, immutable and encrypted • Easy: Pre-configured and fully-managed by us! • Integrated: Ready to go in minutes without leaving Veeam Data Platform Just let us know how much storage you need, and we’ll handle the rest.Starting Price: $14/TB/month -
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Bocada
Bocada
Bocada offers a single dashboard for automated backup operations oversight, asset protection, and compliance reporting. Backup Monitoring: Track past and current backup performance trends with built-in, highly configurable reports. Save preconfigured report templates, schedule them to run at your desired cadence, and automatically distribute them to key stakeholders. Compliance Oversight: Create backup audit reports for any period, geography, server group, or backup product in minutes.. Enjoy a wholly independent solution to show auditors that you meet key data protection metrics. Asset Protection: Safeguard valuable resources across your IT environment with automated unprotected asset discovery, failure alerting, and unusual backup behavior detection. Stay one step ahead of issues impacting data restorability. Workflow Automation: Remove tedious, manual touch points out of your remediation workflows with automated failure ticketing and built-in issue identification. -
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Datafy
Datafy
Datafy helps organizations automatically optimize cloud storage costs by continuously monitoring and right-sizing Amazon EBS volumes so you only pay for what you actually use. It provides visibility into volume usage, applies policy-based resizing without downtime or manual intervention, and delivers ongoing cost savings by adjusting capacity dynamically and identifying underutilized or idle volumes. It emphasizes a three-step workflow: monitor your storage environment for inefficiencies, optimize by automatically adapting volumes to usage patterns, and continuously save by maintaining an efficient footprint. It integrates with existing cloud infrastructure and operates behind the scenes to streamline storage management, reduce waste, and maintain operational uptime. According to customer results, businesses have achieved notable cost reductions using Datafy with minimal setup effort. -
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Mastek Lightbeam
Mastek
Mastek Lightbeam is an AI-driven workload optimization solution for Snowflake Data Cloud that maximizes efficiency, minimizes costs, and accelerates performance by 2×–5× through real-time, in-place analytics, without ever storing your data. It features a query analyzer and advanced query optimizer to pinpoint and remediate expensive or underperforming queries, unified spend-control dashboards to monitor usage and avoid cost overruns, and usage & billing forecasting to project budgets accurately. Built-in generative AI insights & recommendations and predefined scenarios deliver immediate, actionable guidance, while a free trial (including a SaaS license, query analyzer, advanced optimizer, and one super admin) lets teams validate value on live workloads. Custom plans add tailored deployments, increased user/admin limits, and bespoke features. -
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Application performance shines when you optimize resources across all your data centers and clouds, all with one software solution. See how your app and infrastructure dependencies affect workload performance with full-stack visibility. Get AI-assisted analytics and resource recommendations to help you proactively address issues before they harm your business. Lower costs, automate workloads and optimize application resources across IT. Our real-time decision engine for hybrid cloud environments helps you do it all, from one place. Have resource recommendations carried out automatically when you want them. Pair with Cisco AppDynamics to combine real-time awareness of business outcomes and user experience with infrastructure automation. Get more insights by integrating with third-party APM tools such as Dynatrace and New Relic. Optimize applications and workloads running on AWS.
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Vaultastic
Mithi Software Technologies
Vaultastic can ingest your business data stored from a wide range of active and legacy data sources into a central, unified cloud repository. Vaultastic’s cross-platform architecture integrates easily with various data sources such as Microsoft 365, Google Workspace, Google Drive, Microsoft Exchange, Zimbra, Salesforce, SendGrid, and many more. On-demand SaaS tools for fast e-discovery, governance, and flexible data extraction increase the visibility and availability of business-critical data while reducing the risk, cost, & complexity of managing and protecting it. Vaultastic supports data protection, backup as a service (BaaS), compliance, e-discovery, storage management, legacy data preservation, supervision, and many more use cases, backed by complete data lifecycle services at highly optimized costs.Starting Price: Pay Per Use -
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DriveHQ
Drive Headquarters
Works like your local hard drive/file server. Map cloud storage as a network drive. Directly edit cloud files, drag-n-drop email attachments, file locking, map multiple drives with different permissions. Very efficient & reliable. A mapped cloud drive is the most straightforward way of accessing cloud-based files. It works just like your local hard drive. There is no learning curve. DriveHQ's Cloud Drive Mapping Tool makes it extremely easy to map a cloud drive. Moreover, it uses advanced caching, monitoring and reporting technologies to make the solution more efficient and reliable than any other WebDAV drive mapping service. Map cloud storage as a "local" drive. A mapped "local" drive is more compatible with Microsoft Office. Supports longer file path. The path length limit is a limit of Windows operating system and Microsoft Office. The Drive Mapping Tool minimizes the path length.Starting Price: $29.99 per month -
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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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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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BatchMan
HONICO Systems
BatchMan is a Workload Automation and Job Scheduling software with market experience of more than 20 years. Automate and monitor your business processes for SAP and nonSAP from a single point of control: By swiftly processing any kind of background jobs and smoothly integrating with the SAP Standard system, BatchMan enables central, cross-system control and administration of your IT tasks and other processes, hybrid, on-premise or in the Cloud. Why BatchMan WLA? • Central planning, control & monitoring of cross-system processes (SAP / non-SAP) • Automatic recovery functions & alerting • File backup & switchover functionality in case of maintenance or failures • Completely integrated process documentation, • Change history and error acknowledgements • Extensive possibilities for reporting and mass changes • Graphical modeling of process chains • SAP S/4HANA certified -
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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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Cisco UCS Manager
Cisco
Streamline daily operations and simplify the management of Cisco UCS infrastructure. Automate routine tasks and reduce operational expenses. More than 50,000 customers worldwide have realized significant benefits. Cisco UCS Manager works seamlessly with Cisco Intersight, a SaaS systems management platform. It helps you achieve even greater efficiencies. Cisco UCS Manager supports the entire Cisco UCS server. It enables server, fabric, and storage provisioning as well as, device discovery, inventory, configuration, diagnostics, monitoring, fault detection, auditing, and statistics collection. You can extend the benefits of Cisco UCS Manager globally across an enterprise to thousands of servers in multiple domains with Cisco Intersight Infrastructure Service. Our open platform treats infrastructure as code. It extends the functionality of existing management tools through a broad, mature partner ecosystem. -
44
Dollar Universe Workload Automation
Broadcom
IT is the vital backbone of any successful enterprise, indispensable for the flawless, ultra-responsive fulfillment of customer needs. But with greater responsibilities come greater challenges. - Growing complexity. Business processes have become very complex often interconnecting applications across heterogeneous platforms or hybrid clouds. - Exploding demand. The inability to scale hinders operations’ agility and impedes the ability to embrace innovation and support business growth. - Mounting risk. The tiniest failure of technology or the smallest service disruption can have an immense impact on your business. Dollar Universe Workload Automation optimizes IT workloads in today’s high volume, hybrid, heterogeneous environments. The peer-to-peer architecture of Dollar Universe Workload Automation makes it easy to deploy and easy to scale software, while limiting the risk of a single point of catastrophic failure.Starting Price: $500.00/one-time -
45
CloudSee Drive
Webapper Services, LLC
CloudSee Drive is an Amazon S3 storage browser built for both administrators and end users. Users can browse and view files on any S3 bucket you enable as accessible. Administrators save the time and hassle of supporting basic storage management needs. Users can search and view files stored in S3 with a simple, familiar, fast & easy user interface. Your team can instantly find the digital assets they need, with no training or technical support. With a feeling of Finder or Explorer, users can create folders, upload & download files, and add metadata. Instead of battling synchronized storage, files live in one organization environment. CloudSee Drive features Single Sign On authorization and uses AWS Identity and Access Management.Starting Price: $10/user/month -
46
Cyberduck
Iterate
Cyberduck is a libre server and cloud storage browser for Mac and Windows with support for FTP, SFTP, WebDAV, Amazon S3, OpenStack Swift, Backblaze B2, Microsoft Azure & OneDrive, Google Drive and Dropbox. Connecting to every server. With an easy to use interface, connect to servers, enterprise file sharing and cloud storage. You can find connection profiles for popular hosting service providers.Starting Price: $10 one-time fee -
47
Tidal by Redwood
Redwood Software
The highly-scalable, highly-resilient Tidal Automation platform keeps your entire automation initiative on course, whether you’re automating foundational systems like ERP or orchestrating complex new opportunities in Big Data, IoT, AI, and more. It’s all about leveraging automation to help the enterprise meet its mission. Tidal by Redwood is an easy-to-deploy, easy-to-use, scalable solution that provides a centralized, enterprise-wide interface for planning and controlling execution of business processes, applications, data, middleware, and infrastructure. -
48
AWS Elastic Fabric Adapter (EFA)
United States
Elastic Fabric Adapter (EFA) is a network interface for Amazon EC2 instances that enables customers to run applications requiring high levels of inter-node communications at scale on AWS. Its custom-built operating system (OS) bypass hardware interface enhances the performance of inter-instance communications, which is critical to scaling these applications. With EFA, High-Performance Computing (HPC) applications using the Message Passing Interface (MPI) and Machine Learning (ML) applications using NVIDIA Collective Communications Library (NCCL) can scale to thousands of CPUs or GPUs. As a result, you get the application performance of on-premises HPC clusters with the on-demand elasticity and flexibility of the AWS cloud. EFA is available as an optional EC2 networking feature that you can enable on any supported EC2 instance at no additional cost. Plus, it works with the most commonly used interfaces, APIs, and libraries for inter-node communications. -
49
Workload Automation CA 7
Broadcom
CA Workload Automation CA 7 (CA WA CA 7) is a highly scalable, fully integrated workload automation solution that allows you to define and execute workloads across the enterprise. Through a single point of control, CA WA CA 7 enables you to distribute or centralize job submission according to business relevance, helping your team to efficiently manage the performance and availability of cross-platform and ERP applications. Improve availability of critical business services. Organizations need to effectively manage large volumes of complex, business–critical workloads across multiple applications and platforms. In such complex environments, a single failure can have a significant impact on an organization’s capability to deliver goods and services. Respond to real time business events. Today’s on-demand business world requires real-time information processing. To compete, IT must rethink how it manages processes and jobs and move towards real–time automation of workloads. -
50
Google Cloud GPUs
Google
Speed up compute jobs like machine learning and HPC. A wide selection of GPUs to match a range of performance and price points. Flexible pricing and machine customizations to optimize your workload. High-performance GPUs on Google Cloud for machine learning, scientific computing, and 3D visualization. NVIDIA K80, P100, P4, T4, V100, and A100 GPUs provide a range of compute options to cover your workload for each cost and performance need. Optimally balance the processor, memory, high-performance disk, and up to 8 GPUs per instance for your individual workload. All with the per-second billing, so you only pay only for what you need while you are using it. Run GPU workloads on Google Cloud Platform where you have access to industry-leading storage, networking, and data analytics technologies. Compute Engine provides GPUs that you can add to your virtual machine instances. Learn what you can do with GPUs and what types of GPU hardware are available.Starting Price: $0.160 per GPU
