Compare Apache Flume vs. Spark Streaming

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.

ANSI SQL allows you to analyze petabytes worth of data at lightning-fast speeds with no operational overhead. Analytics at scale with 26%-34% less three-year TCO than cloud-based data warehouse alternatives. You can unleash your insights with a trusted platform that is more secure and scales with you. Multi-cloud analytics solutions that allow you to gain insights from all types of data. You can query streaming data in real-time and get the most current information about all your business processes. Machine learning is built-in and allows you to predict business outcomes quickly without having to move data. With just a few clicks, you can securely access and share the analytical insights within your organization. Easy creation of stunning dashboards and reports using popular business intelligence tools right out of the box. BigQuery's strong security, governance, and reliability controls ensure high availability and a 99.9% uptime SLA. Encrypt your data by default and with customer-managed encryption keys

QuantaStor, a unified Software Defined Storage platform, is designed to scale up and down to simplify storage management and reduce overall storage costs. QuantaStor storage grids can be configured to support complex workflows that span datacenters and sites. QuantaStor's storage technology includes a built-in Federated Management System that allows QuantaStor servers and clients to be combined to make management and automation easier via CLI and RESTAPIs. QuantaStor's layered architecture gives solution engineers unprecedented flexibility and allows them to design applications that maximize workload performance and fault tolerance for a wide variety of storage workloads. QuantaStor provides end-to-end security coverage that allows multi-layer data protection for cloud and enterprise storage deployments.

Rise Vision is a cloud-based platform that allows small to large businesses and schools to create, manage, and deploy presentations, images, videos, or other content for digital signage. The centralized platform is designed for the hospitality, education, church, and health care sectors. It allows users to quickly create custom schedules and modify presentations on display screens. Key features of Rise Vision include visual editor, personalizable Templates optimized for digital signage, digital menu boards, events/announcements, layout management and media library. The media library allows businesses to upload, store, and organize files in specific folders according to their needs. It also allows users and sub-companies to be added to a single profile. Users can be moved between accounts and access permissions controlled across the platform. Rise Vision allows integration with the local Rise Player application to stream content sourced from different sources, such as Twitter, RSS feeds or custom fi.

Noteable offers a comprehensive, cloud-based solution for behavioral service providers of all kinds. Noteable is fast, reliable and simple to use, plus it's backed by a unique partnership service and support model that ensures a quick response and resolution to any question raised. For ABA service providers, Noteable offers an ABA Data Suite with a mobile data collection app that allows ergonomic data collection in-session and seamless integration to the Noteable cloud for analysis and reporting using advanced tools. Noteable is best for multi-location and multi-program organizations. Each program can be configured with custom billing rules, report templates and other settings to conform to the needs of different agency preferences, state requirements and so on. Key features include customizable notes and reports, automated claims generation, scheduling, telehealth, electronic faxing, business analytics, client-centric navigation and contextual reminders.

Collect! is the flexible and scalable debt collection software built to automate your workflow. From startup to enterprise, we have the solution for you. Collect! was built for 3rd party collection agencies, debt buyers and 1st party collectors of all sizes. Collect! is built to be configured for your needs. Use Collect!'s many settings and options to create the workflow your want. Collect! comes pre-set for 3rd party debt collection processes. Adapt as little or as much as you want. Collect! is integrated with an ever-increasing number of other systems, and building white label add-on programs. Collect! is scalable. Start where you need - change editions and add seats as you grow. Configurations and customizations are retained through updates, upgrades and edition changes. Collect! is packed with features. Automate your system from first contact to last payment. Enable consumers and clients to self-serve. Use Collect!'s robust import functions, user permissions, reporting tools, account segmentation, credit bureau reporting, forms and document attachments, legal features and more to create your bespoke collection system.

CredentialStream® incorporates patented technology that provides everything necessary for requesting, gathering, and validating information about a provider, all to establish a reliable Source of Truth for downstream processes. With a modern platform that is continuously updated, along with best-practice content libraries and industry-leading data sets, CredentialStream stands out as the most comprehensive provider lifecycle management solution available.

Take control of the debt collection process! Secure, confidential payments are available. This will help you build better relationships with your customers. Dash Billing lets you manage overdue accounts, without the need to hire a debt collection agency. Our system allows you to collect past due payments without the need to use a third-party, giving you greater control and maximising collection amounts. Dash Billing simplifies account receivables. Dash's streamlined account management system allows you to manage overdue debts without the need for a debt collection agency. Our simple, efficient system helps you keep track of late payments quickly and easily. It also saves you money and time. You need a successful outreach strategy, but you waste days on unreliable insights. Accurate, real-time reporting allows you to measure collection efforts and analytics.

Modius offers solutions to manage the availability, capacity, efficiency, and availability of critical facilities. OpenData, our flagship product, includes all the tools, including DCIM, needed to manage mission-critical infrastructure performance, which includes seamless integration with disparate devices. OpenData integrates analytics, dashboards and graphical views into a single pane of glass. Modius collaborated with the ESTCP to demonstrate a Middleware solution that makes it easier to use utility and facility data to improve facility management, operation, maintenance, and operations.

Google Cloud is an online service that lets you create everything from simple websites to complex apps for businesses of any size. Customers who are new to the system will receive $300 in credits for testing, deploying, and running workloads. Customers can use up to 25+ products free of charge. Use Google's core data analytics and machine learning. All enterprises can use it. It is secure and fully featured. Use big data to build better products and find answers faster. You can grow from prototypes to production and even to planet-scale without worrying about reliability, capacity or performance. Virtual machines with proven performance/price advantages, to a fully-managed app development platform. High performance, scalable, resilient object storage and databases. Google's private fibre network offers the latest software-defined networking solutions. Fully managed data warehousing and data exploration, Hadoop/Spark and messaging.