WEKA Alternatives

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

Universal Automation Center (UAC) is a real-time IT automation platform designed to centrally manage and orchestrate tasks and processes across hybrid IT environments - from on-prem to the cloud. Universal Automation Center (UAC) is a software platform designed to automate and orchestrate your IT and business processes, securely manage file transfers, and centralize the management of disparate IT job scheduling and workload automation solutions. With our event-driven automation technology, it is now possible to achieve real-time automation across your entire hybrid IT environment. Real-time hybrid IT automation and managed file transfers (MFT) for any type of cloud, mainframe, distributed or hybrid environment. Start automating, managing and orchestrating file transfers from mainframe or disparate systems to the AWS or Azure cloud and vice versa with no ramp-up time or cost-intensive hardware investments.

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.

RunMyJobs by Redwood is the #1 SaaS enterprise workload automation platform built for ERP that automates end-to-end processes in complex environments, on-prem or in the cloud. With a guaranteed 99.95% uptime and 24/7 support, you can run processes reliably and eliminate hosting costs. Companies can maintain a clean core and ensures no process disruptions during multiphase RISE migrations with seamless integration with SAP S/4HANA, BTP applications, legacy ECC and 1,000 pre-built SAP templates and connectors. Enjoy unparalleled freedom to connect to unlimited servers, applications, and environments, from modern SaaS solutions to legacy systems. Build automations faster with a low-code, drag-and-drop visual editor and an extensive library of templates and wizards. Monitor every process from a single pane of glass with real-time visibility. Receive early warnings and configure alerts of potential issues to address them before they impact operations.

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.

Enterprises need to automate a complex and diverse landscape of applications, platforms and technologies to deliver services in a competitive digital business environment. Service Orchestration and Automation Platforms are essential scale your IT operations and derive greater value from automation: You have to manage complex workflows across platforms, ERP systems, business apps from mainframe to microservices and multi-cloud. You need to streamline your big data pipelines, enabling self-services for data scientists while providing massive scale and strong governance on data flows. You're required to deliver compute, network and storage resources on-prem and in the cloud for development and business users. Automic Automation gives you the agility, speed and reliability required for effective digital business automation. From a single unified platform, Automic centrally provides the orchestration and automation capabilities needed accelerate your digital transformation.

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.

Keep important work moving. Azure HPC Cache lets your Azure compute resources work more efficiently against your NFS workloads in your network-attached storage (NAS) or in Azure Blob storage. Enable quicker file access by scaling your cache based on workload—improving application performance regardless of storage capacity. Provide low-latency hybrid storage support for both on-premises NAS and Azure Blob storage. Flexibly store data via traditional, on-premises NAS storage and Azure Blob storage. Azure HPC Cache supports hybrid architectures including NFSv3 via Azure NetApp Files, Dell EMC Isilon, Azure Blob storage, and other NAS products. Azure HPC Cache provides an aggregated namespace, so you can present hot data needed by applications in a singular directory structure and reduce client complexity.

Enterprise automation and orchestration built for the cloud. Engineered from market leading technology. Available where you need it, when you need it. Simplify application and data workflow complexity in production through a single end-to-end view with interfaces for developers, IT operations, and business users. Orchestrate application and data workflows across multiple clouds and on-prem. Ensure reliable execution of business-critical services in production. Deliver business agility by integrating into any DevOps automation tool chain with ‘as-code’ interfaces. Deliver agility to federated Dev and Ops teams with governance and scalability built-in. Simplify the adoption of new technologies into your technology ecosystem. Available where you need it, when you need it. Application workflow orchestration as a service.

Leapwork has created the world’s most accessible automation platform. Through a visual, no-code approach, Leapwork makes it easy for business and IT users to automate repetitive processes, so enterprises can adopt and scale automation faster. Leapwork is used by more than 400 global enterprises across all industries, from banks and insurance companies to life science, government and aerospace. Clients include NASA, PayPal, BNP Paribas and Daimler. The company is headquartered in Copenhagen, Denmark, and has local offices across Europe, US and Asia.

Provision, manage and scale compute infrastructure on any cloud. Save up to 80% on your costs while ensuring SLA and high-availability. Elastigroup is a cluster software, designed to optimize performance and costs. It enables companies of all sizes and verticals to reliably leverage Cloud Excess Capacity to optimize and accelerate workloads and save up to 90% on infrastructure compute costs. Elastigroup makes use of proprietary price prediction technology to deploy reliably onto Spot Instances. By predicting interruptions and fluctuations Elastigroup is able to offensively rebalance clusters to prevent interruption. Elastigroup reliably leverages excess capacity across all major cloud providers such as EC2 Spot Instances (AWS), Low-priority VMs (Microsoft Azure) and Preemptible VMs (Google Cloud), while removing risk and complexity, providing simple orchestration and management at scale.

Powerful workload automation for centralized Linux job scheduling. When you’re able to automate all your workflows across your Windows, UNIX, Linux, and IBM i systems with a job scheduler, your IT team has more time to tackle more strategic projects that impact the bottom line. Bring isolated job schedules from cron or Windows Task Scheduler enterprise-wide. When your job scheduler integrates with your other key software applications, it’s easier to see the whole picture, leverage data across the organization, and unify your job schedules. Be more efficient so you can meet your workload automation goals. Automated job scheduling makes your life easier and transforms the way you do business. Build dynamic, event-driven job schedules across servers and take dependencies into account—supporting your business goals with better workflows. Automate Schedule offers high availability for a master server and a standby server so if an outage were to occur, important tasks would continue.

Weka is a collection of machine learning algorithms for data mining tasks. It contains tools for data preparation, classification, regression, clustering, association rules mining, and visualization. Found only on the islands of New Zealand, the Weka is a flightless bird with an inquisitive nature. The name is pronounced like this, and the bird sounds like this. Weka is open source software issued under the GNU General Public License. We have put together several free online courses that teach machine learning and data mining using Weka. The videos for the courses are available on Youtube. An exciting and potentially far-reaching development in computer science is the invention and application of methods of machine learning (ML). These enable a computer program to automatically analyze a large body of data and decide what information is most relevant. This crystallized information can then be used to automatically make predictions or to help people make decisions faster.

IBM® Workload Automation is a solution for batch and real-time hybrid workload management, available for distributed, mainframe or hosted in the cloud. Streamline your workload management with an analytics-fueled solution. Workload Automation 9.5 introduces new features that dramatically improve the way you manage your enterprise workloads and simplify the automation world. Improve decision-making and reduce costs by centralizing management and eliminating manual activities. Enable greater development agility and integration with DevOps toolchain for business and infrastructure agility. Customize workload dashboards and provide autonomy and precise governance to developers and operators. A modern look and feel simplifies real-time, data-driven decisions. Customization is easy with built-in widgets, including monitoring and support for data from any REST API. Use catalogs and services to submit routine business tasks, running and monitoring processes on demand from a mobile device.

Achieve the security required for today's heterogeneous multicloud environment with Cisco Secure Workload (formerly Tetration). Protect workloads across any cloud, application, and workload--anywhere. Automate and implement a secure zero-trust model for micro-segmentation based on application behavior and telemetry. Proactively detect and remediate indicators of compromise to minimize the impact to your business. Automate micro-segmentation through customized recommendations based on your environment and applications. Granular visibility and control over application components with automatic detection and enforcement of compliance. Track the security posture of applications across your entire environment. Make informed decisions using automatic NIST vulnerabilities data feed.

Bluesky’s patent-pending technology analyzes how you use Snowflake to provide an accurate breakdown on individual query costs. See how much every user and team is spending. Bluesky groups queries that are structurally similar, using our advanced knowledge of real-world workloads. Quickly find the most expensive workload slices and prioritize your optimization efforts. Get proactive alerts of anomalies or exceptions that really matter. Take action quickly without drowning in noise. Bluesky provides tuning recommendations prioritized by the impact on your environment. Our projected cost savings and query performance improvements are based on how you actually use data, not a theoretical environment that doesn’t exist. Automatically block low-value but expensive queries like data pipelines that keep failing. Configurable blocking rules keep you innovating without overspending. Experiment, tune, and debug with confidence, with a full blocking audit trail, of course!

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.

Replace custom orchestration workflow development with ready-to-run extensibility software. SovLabs uses the power of the vRealize Automation platform to deliver a prescriptive, software-defined approach to Cloud Management Extensibility. OneFuse provides depth to your vRA integrations. We have oversimplified a typical VM provisioning process to illustrate the added depth and benefits OneFuse can bring to your vRA deployment. Reduce time and errors creating custom code, leverage reusable OneFuse integrations services. Gain centralized visibility, governance, and documentation. Does your company have numerous teams with multiple functions utilizing a patchwork of tools across a variety of cloud providers (plus on-prem)? Do you struggle with interconnecting it all? You’re not alone. IaC, configuration tools, disparate platforms, containers, automation solutions, etc. – these were never designed to work together, let alone provide unified visibility and governance.

Orchestrate complex workflows across multiple platforms and applications with a best-in-class automation solution. Boost your business with the most advanced workload scheduling, managed file transfer, and real-time monitoring capabilities for continuous automation. Keep control on your automation processes from a single point of access and monitoring! Orchestrate from a centralized point of control to ensure business availability and resilience across hybrid environments. Create more stable and secure workflows. Move your workflows to the next level, with cutting-edge integrations, covering the spectrum from IT tasks to business processes. Automate the execution of an order management process, based on incoming workload conditions and according to different personas involved in business flow.

Oracle Roving Edge Infrastructure accelerates deployment of cloud workloads outside the data center. Ruggedized Oracle Roving Edge Devices (Oracle REDs) deliver cloud computing and storage services at the edge of networks and in disconnected locations, allowing faster processing close to the data source and enabling faster insights into the data. Existing Oracle Cloud Infrastructure (OCI) virtual machines (VMs) and object storage can be synchronized to Oracle Roving Edge devices using the same portal and tenancy tooling as our public regions. Public and private sector customers can deploy OCI services outside Oracle Cloud Regions and Dedicated Region Cloud@Customer. Field operations teams can achieve extremely low latency for delay-sensitive cloud applications locally instead of relying on remote services with multiple network hops. Compact, portable server nodes bring Oracle Cloud Infrastructure capabilities to remote locations, even when they are completely disconnected.

The solution provided by Activeeon is suited to fit modern challenges such as the growth of data, new infrastructures, cloud strategy evolving, new application architecture, etc. It provides orchestration and scheduling to automate and build a solid base for future growth. ProActive Workflows & Scheduling is a java-based cross-platform workflow scheduler and resource manager that is able to run workflow tasks in multiple languages and multiple environments (Windows, Linux, Mac, Unix, etc). ProActive Resource Manager makes compute resources available for task execution. It handles on-premises and cloud compute resources in an elastic, on-demand and distributed fashion. ProActive AI Orchestration from Activeeon empowers data engineers and data scientists with a simple, portable and scalable solution for machine learning pipelines. It provides pre-built and customizable tasks that enable automation within the machine learning lifecycle, which helps data scientists and IT Operations work.

The hosted platform is perfect for development teams that are quickly growing and looking to automate the deployment, life-cycle management and monitoring of applications to reduce the cost of replicating applications in DEV/TEST environments. Websites, such as PayPal casino available in Canada require modern solutions with automation of thousands daily transactions. Dedicated PayPal finance team controls deposits and withdrawals stored in cloud applications, improving time efficiency. Out-of-box integrations with private and public cloud platforms to automate the provisioning and auto-scaling of virtual infrastructure used for Docker-based application deployments. Summarizing the performance of clusters, hosts & running containers with support of alerts & auto-healing.

Build, run and manage AI models, and optimize decisions at scale across any cloud. IBM Watson Studio empowers you to operationalize AI anywhere as part of IBM Cloud Pak® for Data, the IBM data and AI platform. Unite teams, simplify AI lifecycle management and accelerate time to value with an open, flexible multicloud architecture. Automate AI lifecycles with ModelOps pipelines. Speed data science development with AutoAI. Prepare and build models visually and programmatically. Deploy and run models through one-click integration. Promote AI governance with fair, explainable AI. Drive better business outcomes by optimizing decisions. Use open source frameworks like PyTorch, TensorFlow and scikit-learn. Bring together the development tools including popular IDEs, Jupyter notebooks, JupterLab and CLIs — or languages such as Python, R and Scala. IBM Watson Studio helps you build and scale AI with trust and transparency by automating AI lifecycle management.

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.

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.

Active Backup Suite Active Backup centralizes backup tasks for VMware, Hyper-V, Windows endpoints, Microsoft 365 and G Suite to Synology NAS – and lets you manage from one simple console. Fast and reliable recovery delivered to keep running services, VMs, and files instantly available. Integrated backup solution. With Synology NAS and the Active Backup suite, we seamlessly complement hardware with software by providing an integrated backup and recovery appliance. This turnkey solution centralizes your data administration, and streamlines acquisition, deployment and technical support. A modern approach to backup and recovery. Challenges to IT environments evolve, so should your data protection. Active Backup is for saving businesses excessive time, effort, and costs by guarding what belongs to the business. Centralized management. Easily manage, deploy, and monitor all backup tasks from one single console. Take immediate action with notifications and scheduled reports.

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.

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.

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.

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.

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.

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.

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.

Organizations need to effectively manage large volumes of complex, business-critical workloads across multiple applications and platforms. In such complex environments, there are number of business challenges you have to address. Availability of critical business services. A single workload failure can have a significant impact on an organization’s capability to deliver services. Respond to real time business events. Today’s on-demand business world requires real-time automation to efficiently respond to business events. Improve IT efficiency. Reducing IT costs continues to be a key requirement for organizations, at the same time IT is expected to improve service delivery. AutoSys Workload Automation enhances visibility and control of complex workloads across platforms, ERP systems, and the cloud. It helps to reduce the cost and complexity of managing mission critical business processes, ensuring consistent and reliable service delivery.

Businesses need to improve IT cost, agility, and efficiency, plus reduce risk. Hitachi Unified Compute Platform Advisor (UCP Advisor) management and orchestration software lets IT move applications and workloads between data centers, UCP systems and solutions. It also lowers risk and enables rapid delivery of new services.

JCL Check Workload Automation helps reduce delays in your production cycle. It validates the accuracy of job control language (JCL) and also helps identify execution-time errors, such as security violations and missing data sets that could cause jobs to fail. By quickly validating JCL and identifying problems, it provides users with advanced warnings so corrective actions can be taken before the job is executed in the production cycle. Improves the integrity and readability of JCL by automating the enforcement of JCL standards. Detects a wide range of error conditions before production jobs and schedules are adversely impacted. Enhances efficiency by reformatting JCL to user-defined standards. Reduce repair time and eliminate failed restarts. Automate scheduling and job management. Fault-tolerant, highly available workload solution with an easy-to-use user interface. Efficient, finely tuned automation environment with predictive workload analytics.

Forms and process automation software that’s proven in practice. For ease of use, process acceleration, and faster Time-to-Value. Workflows and digitized forms can be designed and published in just hours or days, not months, thanks to TAP’s drag-and-drop UI – and are executed in a fraction of the time of traditional processes. Drive more effective and rapid teamwork, even across multiple departments and outside resources. Plus, automated notifications, e-signatures, and role-based access features ensure proper, timely contributions. Managers get visibility into every workflow to monitor and fine-tune performance. Users share centrally-stored common assets, and all workflows and documents are automatically archived for security and review. Best practices and compliance can be embedded in every workflow to mitigate risks. Even as automating repetitive tasks reduces human error while cutting costs, delivering fast Time-to-Value and ROI.

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.

Automate, from Fortra, provides powerful automation software for anyone. Realize your value faster, expand at any time, and scale with less burden. All with one solution for your automation needs. Quickly build bots with form-based development and 600+ pre-built automation actions. Deploy bots as attended or unattended with concurrent execution of tasks. No restrictions. We eliminate the #1 challenge of scalability, unlocking full automation potential, at 5x more value than other RPA solutions. There are so many types of business processes you can streamline with Automate—from data scraping and extraction to web browser tasks to integrating with your most critical business applications. The possibilities for digital transformation are endless. Go beyond macros to automate Excel reports for more efficient and accurate Excel processes. Streamline web data extraction with automated navigation, input, and more. Eliminate manual tasks and custom script writing.

VMware Cloud Director is a leading cloud service-delivery platform used by some of the world’s most popular cloud providers to operate and manage successful cloud-service businesses. Using VMware Cloud Director, cloud providers deliver secure, efficient, and elastic cloud resources to thousands of enterprises and IT teams across the world. Use VMware in the cloud through one of our Cloud Provider Partners and build with VMware Cloud Director. A policy-driven approach helps ensure enterprises have isolated virtual resources, independent role-based authentication, and fine-grained control. A policy-driven approach to compute, storage, networking and security ensures tenants have securely isolated virtual resources, independent role-based authentication, and fine-grained control of their public cloud services. Stretch data centers across sites and geographies; monitor resources from an intuitive single-pane of glass with multi-site aggregate views.

It is undeniable that data and analytics are key drivers behind transformative business initiatives. More people across the enterprise are accessing data to answer complex questions. The demand for easy-to-use, low-code yet flexible data transformation and machine learning tools has never been greater. The use of multiple tools leads to inefficient data analytic processes, higher costs, and slows down decision making. Aging solutions with overlapping features threaten current data science projects as proprietary functions in closed vendor solutions become obsolete. Combining decades of experience in data preparation, machine learning and visualization with one unified interface Knowledge Works scales as data sizes grow, new open source features and functionalities are developed, and user profiles become more sophisticated. Data scientists and business analysts can efficiently operationalize data analytics applications using its low-code, cloud ready interface.

Privacy engineering tools delivered to you as APIs. Synthesize and transform data in minutes. Build trust with your users and community. Gretel’s APIs grant immediate access to creating anonymized or synthetic datasets so you can work safely with data while preserving privacy. Keeping the pace with development velocity requires faster access to data. Gretel is accelerating access to data with data privacy tools that bypass blockers and fuel Machine Learning and AI applications. Keep your data contained by running Gretel containers in your own environment or scale out workloads to the cloud in seconds with Gretel Cloud runners. Using our cloud GPUs makes it radically more effortless for developers to train and generate synthetic data. Scale workloads automatically with no infrastructure to set up and manage. Invite team members to collaborate on cloud projects and share data across teams.

Dagster is a next-generation orchestration platform for the development, production, and observation of data assets. Unlike other data orchestration solutions, Dagster provides you with an end-to-end development lifecycle. Dagster gives you control over your disparate data tools and empowers you to build, test, deploy, run, and iterate on your data pipelines. It makes you and your data teams more productive, your operations more robust, and puts you in complete control of your data processes as you scale. Dagster brings a declarative approach to the engineering of data pipelines. Your team defines the data assets required, quickly assessing their status and resolving any discrepancies. An assets-based model is clearer than a tasks-based one and becomes a unifying abstraction across the whole workflow.

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.

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.

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.

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.

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.

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.

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.