Best IT Management Software for Delta Lake

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.

Alibaba Cloud is a business unit of Alibaba Group (NYSE : BABA). It provides a complete suite of cloud computing services that can be used to power both international customers' online businesses as well as Alibaba Group's own ecommerce ecosystem. In January 2017, Alibaba Cloud was made the official Cloud Services Partner by the International Olympic Committee. We are constantly working towards our vision to make it easier to do business with anyone, anywhere in the world, by leveraging and improving the latest cloud technology. Alibaba Cloud offers cloud computing services to large and small businesses, individuals, and the public sector in more than 200 countries and regions.

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.

Split's Feature Data Platform™ allows you to move quickly without breaking anything. Set up feature flags, and deploy them safely to production. You can control who sees what features and when. Connect each flag to contextual data so you can know if the features you are deploying are improving or making things worse. You can then act without hesitation. You can easily conduct feature experiments such as A/B testing without slowing down. Split is a feature-management platform that goes the extra mile with experts to support, online courses that help you learn while you go, and an developer-oriented culture which puts our customers in the center. Split can help you to improve your productivity, reduce your MTTR or ignite your development team without burning it out. Switch to a free account, schedule a demonstration to learn more or contact us with any questions.

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.

Monitor your data health, and monitor your pipeline performance. Get unified visibility for all pipelines that use cloud-native tools such as Apache Spark, Snowflake and BigQuery. A platform for Data Engineers that provides observability. Data engineering is becoming more complex as business stakeholders demand it. Databand can help you catch-up. More pipelines, more complexity. Data engineers are working with more complex infrastructure and pushing for faster release speeds. It is more difficult to understand why a process failed, why it is running late, and how changes impact the quality of data outputs. Data consumers are frustrated by inconsistent results, model performance, delays in data delivery, and other issues. A lack of transparency and trust in data delivery can lead to confusion about the exact source of the data. Pipeline logs, data quality metrics, and errors are all captured and stored in separate, isolated systems.

TencentDB for MySQL makes it simple to deploy and use MySQL, the most popular open-source relational database in the cloud. TencentDB for MySQL can be deployed quickly and cost-effectively without affecting your existing machines. You can also scale up or down your hardware capacity without having to shut down your machines. It includes a complete set of database OPS solutions that include backups, rollbacks and monitoring. This allows you to focus on your business development. With just a few clicks, you can launch and connect to a production-ready MySQL server in minutes. TencentDB for MySQL includes preset parameters and settings that are tailored to your server. You can also refine and customize your MySQL database settings using the database parameter group.