Connect Vertica Analytics Platform to Twilio
These companies automate their data pipelines using Integrate.io
About Vertica Analytics Platform
Extract, transform, and load data to Vertica. Ingest data from Vertica and load to other destinations.
About Twilio
Twilio offers scalable, cloud-based communications for web and mobile apps. This includes the ability for companies to call, SMS, chat, or video conference without having to create a communications infrastructure on their own. Further, Twilio can track tasks, evaluate worker performance and availability, and gather event data that can be used to create historical analytics reports.
Popular Use Cases
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Vertica Analytics Platform's End Points
Vertica Massively Parallel Processing (MPP)
Through its MPP architecture, Vertica distributes requests across different nodes. This brings the benefit of virtually unlimited linear scalability.
Vertica Column-Oriented Storage
Veritica's column-oriented storage architecture provides faster query performance when managing access to sequential records. This advantage also has the adverse effect of slowing down normal transactional queries like updates, deletes, and single record retrieval.
Vertica Workload Management Automation
With its workload management features, Vertica allows you to automate server recovery, data replication, storage optimization, and query performance tuning.
Vertica Machine Learning Capabilities
Vertica includes a number of machine learning features in-database. These include 'categorization, fitting, and prediction,' which bypasses down-sampling and data movement for faster processing speed. There are also algorithms for logistic regression, linear regression, Naive Bayes classification, k-means clustering, vector machine regression/classification, random forest decision trees, and more.
Vertica In-Built Analytics Features
Through its SQL-based interface, Vertica provides developers with a number of in-built data analytics features such as event-based windowing/sessionization, time-series gap filling, event series joins, pattern matching, geospatial analysis, and statistical computation.
Vertica SQL-Based Interface
Vertica's SQL based interface makes the platform easy to use for the widest range of developers.
Vertica Shared-Nothing Architecture
Vertica's shared-nothing architecture is a strategy that lowers system contention among shared resources. This offers the benefit of slowly lowering system performance when there is a hardware failure.
Vertica High Compression Features
Vertica batches updates to the main store. It also saves columns of homogenous data types in the same place. This helps Vertica achieve high compression for greater processing speeds.
Vertica Kafka and Spark Integrations
Vertica features native integrations for a variety of large-volume data tools. For example, Vertica includes a native integration for Apache Spark, which is a general-purpose distributed data processing engine. It also includes an integration for Apache Kafka, which is a messaging system for large-volume stream processing, metrics collection/monitoring, website activity tracking, log aggregation, data ingestion, and real-time analytics.
Vertica Cloud Platform Compatibility
Vertica runs on a variety of cloud-based platforms including Google Cloud Platform, Microsoft Azure, Amazon Elastic Compute Cloud, and on-premises. It can also run natively using Hadoop Nodes.
Vertica Programming Interface Compatibility
Vertica is compatible with the most popular programming interfaces such as OLEDB, ADO.NET, ODBC, and JDBC.
Vertica Third-Party Tool Compatibility
A large number of data visualization, business intelligence, and ETL (extract, transform, load) tools offer integrations for Vertica Analytics Platform. For example, Integrate.io's ETL-as-a-service tool offers a native integration to connect with Vertica.
Twilio's End Points
Twilio Tasks
Retrieve data about Twilio tasks that are part of your team’s workflow and filter those tasks using an array of fields including priority, assignment status and name. This data can be gathered from within Twilio or integrated from external sources and added to Twilio’s workflow.
Twilio Events
Track each workspace event that occurs, including things like the creation of a new Twilio task, a worker being assigned to a task or a change in a worker’s activity status. You can use this data to both generate current analytics and store historical record data for future use.
Twilio Workers
Get data about your workers, including their activity, availability and relevant skills. This will help you both assign your workers the tasks that are most suited to their skill sets and ensure that those tasks are only assigned when workers are ready to tackle them.
Twilio Activities
Monitor a worker’s Twilio activity status and use it to determine whether or not to assign an open task to a specific worker.
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