Best IT Management Software for Hadoop

StarTree Cloud is a fully-managed real-time analytics platform designed for OLAP at massive speed and scale for user-facing applications. Powered by Apache Pinot, StarTree Cloud provides enterprise-grade reliability and advanced capabilities such as tiered storage, scalable upserts, plus additional indexes and connectors. It integrates seamlessly with transactional databases and event streaming platforms, ingesting data at millions of events per second and indexing it for lightning-fast query responses. StarTree Cloud is available on your favorite public cloud or for private SaaS deployment. StarTree Cloud includes StarTree Data Manager, which allows you to ingest data from both real-time sources such as Amazon Kinesis, Apache Kafka, Apache Pulsar, or Redpanda, as well as batch data sources such as data warehouses like Snowflake, Delta Lake or Google BigQuery, or object stores like Amazon S3, Apache Flink, Apache Hadoop, or Apache Spark. StarTree ThirdEye is an add-on anomaly detection system running on top of StarTree Cloud that observes your business-critical metrics, alerting you and allowing you to perform root-cause analysis — all in real-time.

ActiveBatch by Redwood is a centralized workload automation platform, that seamlessly connects and automates processes across critical systems like Informatica, SAP, Oracle, Microsoft and more. Use ActiveBatch's low-code Super REST API adapter, intuitive drag-and-drop workflow designer, over 100 pre-built job steps and connectors, available for on-premises, cloud or hybrid environments. Effortlessly manage your processes and maintain visibility with real-time monitoring and customizable alerts via emails or SMS to ensure SLAs are achieved. Experience unparalleled scalability with Managed Smart Queues, optimizing resources for high-volume workloads and reducing end-to-end process times. ActiveBatch holds ISO 27001 and SOC 2, Type II certifications, encrypted connections, and undergoes regular third-party tests. Benefit from continuous updates and unwavering support from our dedicated Customer Success team, providing 24x7 assistance and on-demand training to ensure your success.

Monitor your servers, containers, and applications, in high-resolution and in real-time. Netdata collects metrics per second and presents them in beautiful low-latency dashboards. It is designed to run on all of your physical and virtual servers, cloud deployments, Kubernetes clusters, and edge/IoT devices, to monitor your systems, containers, and applications. It scales nicely from just a single server to thousands of servers, even in complex multi/mixed/hybrid cloud environments, and given enough disk space it can keep your metrics for years. KEY FEATURES: Collects metrics from 800+ integrations Real-Time, Low-Latency, High-Resolution Unsupervised Anomaly Detection Powerful Visualization Out of box Alerts systemd Journal Logs Explorer Low Maintenance Open and Extensible Troubleshoot slowdowns and anomalies in your infrastructure with thousands of per-second metrics, meaningful visualisations, and insightful health alarms with zero configuration. Netdata is different. Real-Time data collection and visualization. Infinite scalability baked into its design. Flexible and extremely modular. Immediately available for troubleshooting, requiring zero prior knowledge and preparation.

Flex83 Application Enablement Platform enables you to reimagine IoT innovation. You can create compelling and powerful IoT solutions faster than ever before, and at a fraction the cost. - Use no-code workflows to build professional-grade connect/monitor/analyze/manage solutions fast. - Connect to virtually any device with low-code tools, add custom business logic, create custom dashboards and launch multiple applications. - Use the SaaS model to build and prove your solution. Then scale using a "pay-as-you-grow" model. With the right tools and workflows, you can create IoT applications that are sophisticated in a matter of hours. This allows you to quickly build what your customers or business need, without worrying about lengthy development cycles, underlying complexity or large budgets. You can iteratively improve your solution to expand your capabilities and drive greater customer value. The Flex83 platform has been tested on 65M devices. Flex83 is worth a try!

Illuminate dark data and accelerate data-driven transformation with intelligent data operations to enable an edge-to-cloud data fabric. Pentaho products automate onboarding, integrating, governing, and publishing trusted data, with an intelligent composable data platform to automate data management needs.

Continuous delivery of any app to any environment. IBM DevOps Deploy, formerly IBM UrbanCode Deploy, is an application-release tool that combines continuous deployment and deployment automation capabilities with robust visibility and auditing capabilities. Automated, repeatable software deployment processes in development, testing, and production will increase the frequency of software release. Simplify and repeat the deployment of multichannel apps to all environments, on premises or in cloud, with consistency. Use a centralized server to manage thousands of endpoints across clouds, data centres or mainframes. Use tested integrations to make processes more robust and easier for designers. These include Jira, Jenkins Kubernetes Microsoft, ServiceNow, WebSphere, and ServiceNow.

With more than 50,000 customer installations across the five continents, Pandora FMS is a truly all-in-one monitoring solution, covering all traditional silos for specific monitoring: servers, networks, applications, logs, synthetic/transactional, remote control, inventory, etc. Pandora FMS allows you to quickly find and solve problems. It scales them so that they can be derived either from on-premise, multi-cloud, or both. You now have the ability to use your entire IT stack and analytics to solve any problem, even those that are difficult to find. You can control and manage any technology and application with more than 500 plugins, including SAP, Oracle, Lotus or Citrix, Jboss, VMware, AWS and SQL Server.

Cleo Integration Cloud is an award-winning EDI solution that enables B2B integration and visibility. CIC simplifies EDI problem resolution, accelerates partner onboarding and automates EDI automation. End-to-end integration transparency across EDI and non-EDI integrations, as well as API integrations, enables you to grow revenue-generating processes faster and better. CIC optimizes thousands of supply chain for logistics providers, manufacturers and wholesalers. Our cloud-based B2B platform, which includes seamless ERP integration, TMS and WMS integrations, transforms complex, costly processes into efficient, agile and scalable operations. Our ecosystem integration approach provides the best B2B capabilities, so you can automate EDI transactions and API transactions, quickly onboard partners, gain competitive control, and more.

ProActive Parallel Suite, a member of the OW2 Open Source Community for acceleration and orchestration, seamlessly integrated with the management and operation of high-performance Clouds (Private, Public with bursting capabilities). ProActive Parallel Suite platforms offer high-performance workflows and application parallelization, enterprise Scheduling & Orchestration, and dynamic management of private Heterogeneous Grids & Clouds. Our users can now simultaneously manage their Enterprise Cloud and accelerate and orchestrate all of their enterprise applications with the ProActive platform.

DreamFactory is a REST API Management Platform. Auto Generate REST APIs. A cloud-based or on-premise API generation platform that is enterprise-grade. Instantly generate database APIs to build faster applications. The biggest bottleneck in modern IT is eliminated. Your project can be launched in weeks instead of months. DreamFactory creates a secure, standardized and reusable, fully documented, live REST API. DreamFactory can integrate any SQL or NoSQL file storage system or SOAP service. It instantly creates a RESTAPI with Swagger documentation, user role, and more. Every API endpoint is secured with User Management, Role Based Access Controls, SSO Authentication and Swagger documentation. Rapidly create mobile, web and IoT apps using REST-based APIs. DreamFactory offers example apps for iOS, Android and Titanium.

Bacula Enterprise offers a single platform that provides cloud backup and recovery software for the Modern Data Center. Bacula Enterprise backup & recovery software is ideal for medium and large businesses. It offers unique innovation, modern architecture and business value benefits, as well as low cost of ownership. Bacula Enterprise corporate backup software solution uses unique technologies that increase the interoperability of Bacula Enterprise into many IT environments, such as managed service providers, software vendors, cloud providers, enterprise data centers, and cloud providers. Bacula Enterprise is used by thousands of organizations around the world in mission-critical environments such as NASA, Texas A&M University and Unicredit. Bacula offers more security features than other vendors and advanced hybrid Cloud connectivity to Amazon S3, Google, Oracle, and many others.

IBM® StreamSets allows users to create and maintain smart streaming data pipelines using an intuitive graphical user interface. This facilitates seamless data integration in hybrid and multicloud environments. IBM StreamSets is used by leading global companies to support millions data pipelines, for modern analytics and intelligent applications. Reduce data staleness, and enable real-time information at scale. Handle millions of records across thousands of pipelines in seconds. Drag-and-drop processors that automatically detect and adapt to data drift will protect your data pipelines against unexpected changes and shifts. Create streaming pipelines for ingesting structured, semistructured, or unstructured data to deliver it to multiple destinations.

Open-source monitoring solutions are able to power your alerting and metrics. Prometheus stores all data in time series. These are streams of timestamped value belonging to the same metric with the same labeled dimensions. Prometheus can also generate temporary derived times series as a result of queries. Prometheus offers a functional query language called PromQL, which allows the user to select and aggregate time series data real-time. The expression result can be displayed as a graph or tabular data in Prometheus’s expression browser. External systems can also consume the HTTP API. Prometheus can be configured using command-line flags or a configuration file. The command-line flags can be used to configure immutable system parameters such as storage locations and the amount of data to be kept on disk and in memory. . Download: https://sourceforge.net/projects/prometheus.mirror/

It takes a lot of time and resources to install and configure today's complex software technology platforms. Xtendlabs is different. Xtendlabs Emerging Technology Platform-as-a-Services provides immediate access to emerging Big Data, Data Sciences, and Database technology platforms online, from any device and location, 24/7. Xtendlabs can be accessed 24/7 from any location, whether it is your home, office, or on the road. Xtendlabs can scale to your needs on-demand so you can concentrate on your business problem and learning, rather than trying to set up infrastructure. Sign-in to immediately access your virtual lab environment. Xtendlabs does not require virtual machine installation, configuration or system setup, which saves valuable time and money. Pay as you go each month. Xtendlabs does not require upfront investments in hardware or software.

Quobyte's high performance file and object storage allows you to deploy anywhere (any cloud, any server), scale performance and manage large data sets while simplifying administration. Quobyte was created with one goal: to make your life easier. We simplify storage with a simple download and installation (no complicated configurations or kernel modules), which allows for easy management. You can deploy your software storage solution anywhere. Quobyte allows you to choose whether it's on existing hardware, the cloud, or a combination. Quobyte is completely non-disruptive. Software updates, nodes additions and removals, all are possible. This allows you to work when it's most convenient for you. Say goodbye to maintenance windows, and hello to more time for your weekends and nights.

Oracle Big Data SQL Cloud Service allows organizations to instantly analyze data across Apache Hadoop and NoSQL. This service leverages their existing SQL skills, security policy, and applications with extreme speed. Big Data SQL allows you to simplify data science and unlock data lakes. Big Data SQL provides users with a single place to store and secure data in Hadoop, NoSQL systems, and Oracle Database. Seamless metadata integration, and queries that combine data from Oracle Database and Hadoop and NoSQL database data. Automated mappings can be done from metadata stored in HCatalog or the Hive Metastore to Oracle Tables using utility and conversion routines. Administrators have the ability to set enhanced access parameters that allow them to control data access behavior and column mapping. Multiple cluster support allows one Oracle Database to query multiple Hadoop clusters or NoSQL systems.

The most widely used observability platform, built on the ELK Stack, is the best choice. It converges silos and delivers unified visibility and actionable insight. All your observability data must be in one stack to effectively monitor and gain insight across distributed systems. Unify all data from the application, infrastructure, user, and other sources to reduce silos and improve alerting and observability. Unified solution that combines unlimited telemetry data collection with search-powered problem resolution for optimal operational and business outcomes. Converge data silos with the ingesting of all your telemetry data from any source, in an open, extensible and scalable platform. Automated anomaly detection powered with machine learning and rich data analysis can speed up problem resolution.

Couchbase, unlike other NoSQL database, provides a multicloud to edge enterprise-class database that offers robust capabilities for business-critical apps on a highly available and scalable platform. Couchbase is a distributed cloud native database that runs on any cloud. It can be managed by the customer or fully managed. Couchbase is built using open standards and combines the best of NoSQL and SQL with the power and familiarity that mainframes and relational databases provide. Couchbase Server is an open-source, multipurpose distributed database. It combines the best of relational databases, such as SQL, ACID transactions, and JSON, with a foundation which is fast and scalable. It is used in many industries for things such as user profiles, dynamic catalogs, GenAI applications, vector search, caching at high speed, and more.

Google Cloud Bigtable provides a fully managed, scalable NoSQL data service that can handle large operational and analytical workloads. Cloud Bigtable is fast and performant. It's the storage engine that grows with your data, from your first gigabyte up to a petabyte-scale for low latency applications and high-throughput data analysis. Seamless scaling and replicating: You can start with one cluster node and scale up to hundreds of nodes to support peak demand. Replication adds high availability and workload isolation to live-serving apps. Integrated and simple: Fully managed service that easily integrates with big data tools such as Dataflow, Hadoop, and Dataproc. Development teams will find it easy to get started with the support for the open-source HBase API standard.

ER/Studio Enterprise Team Edition allows data modelers and architects the ability to share data models and metadata throughout an enterprise. It offers a complete solution to enterprise architecture and data governance.

Enterprise-class management is available to run distributed compute-intensive and data-intensive applications on a scalable, shared network. IBM Spectrum Symphony®, software provides powerful enterprise-class management to run distributed, compute-intensive and data-intensive applications on a scalable shared grid. It can accelerate dozens of parallel applications to achieve faster results and better utilization. IBM Spectrum Symphony can help you improve IT performance, reduce costs and expenses, and meet your business needs quickly. Accelerate time-to-results by achieving faster throughput and performance in data-intensive and compute-intensive analytics applications. Optimize and control the huge compute power in your technical computing systems to achieve higher resource utilization. You can reduce infrastructure, application development, deployment, and management costs by taking control of large-scale jobs.

To allow users to access multiple data sources through the same connection, create federated source names. The web-based administrative console simplifies user access, privileges, and authorizations. Data quality functions like parsing, match-code generation, and other tasks can be applied to the view. Performance is improved with in-memory scheduling and data caches. Secure information with data masking and encryption Allows you to keep application queries current and accessible to users and reduces load on operational systems. You can define access permissions for users or groups at the catalog, schema table, column, row, and table levels. Advanced data masking capabilities and encryption capabilities allow you to determine who has access to your data. You can also define what they see at a very fine level. This helps to ensure that sensitive data does not fall into the wrong hands.

Log data can provide powerful insights to help you achieve complete security observability. Multi-platform tool that enhances threat prevention and improves infrastructure visibility. With over 120 configurable modules and support for more than 100 operating system versions, you can gain comprehensive insights as well as increased security. Reduce the cost of your SIEM by reducing noise and unnecessary log data. Filter events, trim unused fields and remove duplicates in order to improve the quality of your logs. With a single tool, you can collect and aggregate logs across your entire organization. Reduce the complexity of managing security-related incidents and reduce detection and response time. By centralizing certain logs into an SIEM, and archiving other logs on your long-term storage, you can empower your organization to meet compliance regulations. NXLog Platform provides centralized log management with flexible processing.

Unravel makes data available anywhere: Azure, AWS and GCP, or in your own datacenter. Optimizing performance, troubleshooting, and cost control are all possible with Unravel. Unravel allows you to monitor, manage and improve your data pipelines on-premises and in the cloud. This will help you drive better performance in the applications that support your business. Get a single view of all your data stack. Unravel gathers performance data from every platform and system. Then, Unravel uses agentless technologies to model your data pipelines end-to-end. Analyze, correlate, and explore all of your cloud and modern data. Unravel's data models reveal dependencies, issues and opportunities. They also reveal how apps and resources have been used, and what's working. You don't need to monitor performance. Instead, you can quickly troubleshoot issues and resolve them. AI-powered recommendations can be used to automate performance improvements, lower cost, and prepare.

Talend Data Fabric's cloud services are able to efficiently solve all your integration and integrity problems -- on-premises or in cloud, from any source, at any endpoint. Trusted data delivered at the right time for every user. With an intuitive interface and minimal coding, you can easily and quickly integrate data, files, applications, events, and APIs from any source to any location. Integrate quality into data management to ensure compliance with all regulations. This is possible through a collaborative, pervasive, and cohesive approach towards data governance. High quality, reliable data is essential to make informed decisions. It must be derived from real-time and batch processing, and enhanced with market-leading data enrichment and cleaning tools. Make your data more valuable by making it accessible internally and externally. Building APIs is easy with the extensive self-service capabilities. This will improve customer engagement.