Compare Apache NiFi vs. Samza

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.

SAP Integration Suite is a robust integration platform as a service (iPaaS) that facilitates the seamless connection of both on-premise and cloud-based applications and processes through a variety of tools and prebuilt content curated by SAP. By utilizing these tools and prebuilt resources, organizations can effectively tackle a wide array of integration challenges, which encompass integration flows, connectivity to third-party solutions, and managing APIs. This platform enables enterprises to connect and personalize experiences, fostering a culture of innovation that begins with integration. It empowers users beyond just central IT, allowing for greater flexibility and creativity in integration processes. The iPaaS solution provides a cloud service designed for various integration scenarios, including application, data, process, and service-oriented architecture (SOA) integrations. As a multitenant platform, it supports diverse integration types such as cloud-to-cloud, cloud-to-on-premise, on-premise-to-on-premise, and B2B integration. Moreover, it is optimized for real-time integration, ensuring that it can scale to accommodate the high-volume demands of mobile applications and electronic data interchange environments, thus enhancing operational efficiency across the board. This versatility makes SAP Integration Suite an essential tool for organizations looking to streamline and enhance their integration strategies.

AWS Glue is a fully managed data integration solution that simplifies the process of discovering, preparing, and merging data for purposes such as analytics, machine learning, and application development. By offering all the necessary tools for data integration, AWS Glue enables users to begin analyzing their data and leveraging it for insights within minutes rather than taking months. The concept of data integration encompasses various activities like identifying and extracting data from multiple sources, enhancing, cleaning, normalizing, and consolidating that data, as well as organizing and loading it into databases, data warehouses, and data lakes. Different users, each utilizing various tools, often manage these tasks. Operating within a serverless environment, AWS Glue eliminates the need for infrastructure management, automatically provisioning, configuring, and scaling the resources essential for executing data integration jobs. This efficiency allows organizations to focus more on data-driven decision-making without the overhead of manual resource management.

Accelerate your data journey with AnalyticsCreator—a metadata-driven data warehouse automation solution purpose-built for the Microsoft data ecosystem. AnalyticsCreator simplifies the design, development, and deployment of modern data architectures, including dimensional models, data marts, data vaults, or blended modeling approaches tailored to your business needs. Seamlessly integrate with Microsoft SQL Server, Azure Synapse Analytics, Microsoft Fabric (including OneLake and SQL Endpoint Lakehouse environments), and Power BI. AnalyticsCreator automates ELT pipeline creation, data modeling, historization, and semantic layer generation—helping reduce tool sprawl and minimizing manual SQL coding. Designed to support CI/CD pipelines, AnalyticsCreator connects easily with Azure DevOps and GitHub for version-controlled deployments across development, test, and production environments. This ensures faster, error-free releases while maintaining governance and control across your entire data engineering workflow. Key features include automated documentation, end-to-end data lineage tracking, and adaptive schema evolution—enabling teams to manage change, reduce risk, and maintain auditability at scale. AnalyticsCreator empowers agile data engineering by enabling rapid prototyping and production-grade deployments for Microsoft-centric data initiatives. By eliminating repetitive manual tasks and deployment risks, AnalyticsCreator allows your team to focus on delivering actionable business insights—accelerating time-to-value for your data products and analytics initiatives.

Boomi's iPaaS platform empowers businesses to integrate, automate, and manage their data and workflows across multiple applications and systems. By leveraging AI agents, Boomi automates complex processes, improving speed and reducing errors. With a user-friendly interface and a library of pre-built connectors, the platform simplifies the integration of applications such as Salesforce, SAP, and AWS. Boomi helps organizations unlock their full potential by enabling rapid digital transformation, secure data management, and optimized business operations. Boomi Agentstudio is the solution for managing AI agents at scale, offering businesses a centralized platform to design, monitor, and deploy agents effectively. It includes powerful tools such as Agent Garden for lifecycle management, Agent Control Tower for visibility and governance, and AI-powered workflows that integrate seamlessly with other business systems. By providing easy-to-use tools for AI agent orchestration, Boomi allows organizations to achieve efficient, compliant automation while reducing operational complexities, all within a secure environment.

Anypoint Platform from MuleSoft is a comprehensive cloud-based integration and API management platform designed to speed up digital transformation efforts. It allows developers to build APIs quickly using pre-built assets or from scratch, supports data transformation, testing, and seamless integration into CI/CD workflows with tools like Maven and Jenkins. Deployments can be made on CloudHub, Docker, Kubernetes, or on-premises, offering flexibility across various architectures. The platform secures enterprise integrations with automated policies and format-preserving tokenization, helping organizations meet strict compliance requirements including GDPR and PCI DSS. Teams can manage and monitor APIs centrally with contextual analytics and real-time operational insights. Anypoint also enables discovery and reuse of APIs and integration assets through customizable marketplaces, boosting developer productivity. Enterprises like Airbus have accelerated IT project delivery significantly by leveraging its reusable assets and scalable infrastructure. With its robust security, operational resilience, and developer-friendly tools, Anypoint Platform is designed to support modern enterprise needs.

TruGrid SecureRDP secures access to Windows desktops and applications from any location. It is a DaaS solution that employs a Zero Trust model without firewall exposure. Key Benefits of TruGrid SecureRDP: - No Firewall Exposure & No VPN Needed: Enables remote access without opening inbound firewall ports - Zero Trust Access Control: Restricts connections to pre-authenticated users, reducing ransomware threats - Cloud-Based Authentication: Removes the reliance on RDS gateways, SSL certificates, or third-party MFA tools - Enhanced Performance: Uses a fiber-optic network to minimize connection delays - Quick Deployment & Multi-Tenant Support: Fully operational in under an hour with an intuitive multi-tenant console - Integrated MFA & Azure Compatibility: Supports built-in MFA along with Azure MFA & Active Directory - Broad Device Compatibility: Works seamlessly across Windows, Mac, iOS, Android, and ChromeOS - Always-On Support & Free Setup: 24/7 assistance and complimentary onboarding

Dragonfly serves as a seamless substitute for Redis, offering enhanced performance while reducing costs. It is specifically engineered to harness the capabilities of contemporary cloud infrastructure, catering to the data requirements of today’s applications, thereby liberating developers from the constraints posed by conventional in-memory data solutions. Legacy software cannot fully exploit the advantages of modern cloud technology. With its optimization for cloud environments, Dragonfly achieves an impressive 25 times more throughput and reduces snapshotting latency by 12 times compared to older in-memory data solutions like Redis, making it easier to provide the immediate responses that users demand. The traditional single-threaded architecture of Redis leads to high expenses when scaling workloads. In contrast, Dragonfly is significantly more efficient in both computation and memory usage, potentially reducing infrastructure expenses by up to 80%. Initially, Dragonfly scales vertically, only transitioning to clustering when absolutely necessary at a very high scale, which simplifies the operational framework and enhances system reliability. Consequently, developers can focus more on innovation rather than infrastructure management.

netTerrain is an interactive and automated solution for visual diagramming and reporting, delivering real-world views of your IT infrastructure—from data centers to networks, fiber, and cloud. By replacing fragmented documentation with clear, interactive maps and reports, netTerrain helps reduce costs, speed up troubleshooting, prevent downtime, and minimize field visits. See both high-level overviews and detailed insights on capacity, power, security patches, work orders, and more. With netTerrain, you can visualize and understand your IT environment to make informed business decisions—every time!

Our autodialer software is used to automate sales calls, payment collections and appointment reminders. It can also be used to broadcast mass emergency voice broadcasting. This system is ideal for Telcos or companies selling callcenter services. It is multi-tenant with billing, white-labeled, and economical to operate as you choose your Voice Provider. Our autodialer software can dramatically increase productivity by dropping busy, disconnected and unanswered lines, passing calls to real people back and answering them, and leaving messages on answering machine.