Confluent Reviews

StarTree Cloud functions as a fully-managed platform for real-time analytics, optimized for online analytical processing (OLAP) with exceptional speed and scalability tailored for user-facing applications. Leveraging the capabilities of Apache Pinot, it offers enterprise-level reliability along with advanced features such as tiered storage, scalable upserts, and a variety of additional indexes and connectors. The platform seamlessly integrates with transactional databases and event streaming technologies, enabling the ingestion of millions of events per second while indexing them for rapid query performance. Available on popular public clouds or for private SaaS deployment, StarTree Cloud caters to diverse organizational needs. Included within StarTree Cloud is the StarTree Data Manager, which facilitates the ingestion of data from both real-time sources—such as Amazon Kinesis, Apache Kafka, Apache Pulsar, or Redpanda—and batch data sources like Snowflake, Delta Lake, Google BigQuery, or object storage solutions like Amazon S3, Apache Flink, Apache Hadoop, and Apache Spark. Moreover, the system is enhanced by StarTree ThirdEye, an anomaly detection feature that monitors vital business metrics, sends alerts, and supports real-time root-cause analysis, ensuring that organizations can respond swiftly to any emerging issues. This comprehensive suite of tools not only streamlines data management but also empowers organizations to maintain optimal performance and make informed decisions based on their analytics.

A cloud-centric observability platform that enables organizations to oversee and analyze their workloads and performance through a unified interface. Keep an eye on all your cloud services while maintaining cost efficiency, detailed insights, and scalability. Groundcover offers a cloud-native application performance management (APM) solution designed to simplify observability, allowing you to concentrate on developing exceptional products. With Groundcover's unique sensor technology, you gain exceptional detail for all your applications, removing the necessity for expensive code alterations and lengthy development processes, which assures consistent monitoring. This approach not only enhances operational efficiency but also empowers teams to innovate without the burden of complicated observability challenges.

AppScope presents an innovative approach to black-box instrumentation, delivering thorough and uniform telemetry from any Linux executable by simply prefixing the command with "scope." Customers engaged in Application Performance Management frequently share their appreciation for the tool while expressing concerns about its limited applicability to additional applications, with typically only about 10% of their software portfolio integrated with APM, leaving the remaining 90% relying on rudimentary metrics. This naturally leads to the inquiry: what is the fate of that other 80%? Here, AppScope plays a crucial role, as it removes the necessity for language-specific instrumentation and does not depend on contributions from application developers. Functioning as a language-agnostic solution that operates entirely in userland, AppScope can be applied to any application and effortlessly scales from command-line utilities to extensive production systems. Users have the flexibility to direct AppScope data into any established monitoring tool, time-series database, or logging framework. Additionally, AppScope equips Site Reliability Engineers and Operations teams with the capability to meticulously examine live applications, providing valuable insights into their functionality and performance across diverse deployment environments, such as on-premises, in the cloud, or within containerized applications. This feature not only improves the monitoring process but also promotes a richer comprehension of application dynamics, ultimately leading to enhanced performance management and optimization strategies for organizations.