Best Big Data Processing And Distribution Systems - Page 8

How Many Big Data Processing And Distribution Systems Products Does G2 Track?

Total Products under this Category: 123

Category Stats (Oct 2026)

  • Average Rating: 4.4/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: ITONICS (+1.6%) - Among all products in this category, ITONICS recorded the largest rating increase compared to last month

Last updated: October 26, 2026

How Does G2 Rank Big Data Processing And Distribution Systems Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 9,700+ Authentic Reviews
  • 123+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Big Data Processing And Distribution Systems

G2 Grid® for Big Data Processing And Distribution Systems plotting products by satisfaction and market presence

Highlighted products: Databricks, Google Cloud BigQuery, IBM watsonx.data, Snowflake, Cloudera, Amazon EMR, Apache Spark for Azure HDInsight, and AWS Lake Formation.

Underlying data: [Grid® JSON](https://www.g2.com/categories/big-data-processing-and-distribution/grids.json?focus%5B%5D=databricks&focus%5B%5D=google-cloud-bigquery&focus%5B%5D=ibm-watsonx-data&focus%5B%5D=snowflake&focus%5B%5D=cloudera&focus%5B%5D=amazon-emr&focus%5B%5D=apache-spark-for-azure-hdinsight&focus%5B%5D=aws-lake-formation)

Market Locator

Market Locator is a big data monetization solution for telcos. This data monetization platform helps major telcos monetize their big data and provide it to internal marketing as well as 3rd party businesses and the public sector for location intelligence, targeted marketing and KYC / risk scoring. Thanks to the unique approach & architecture it allows telcos to unlock the value they believe to have in data, and to do so in a customer fair & GDPR-like regulation compliant way. Tested and proven on several markets with world-class telcos such as Slovak Telekom (Deutsche Telekom Group), Orange, O2 or STC. Delivered on a SaaS license fee model. Get the most out of your data!

Who Is the Company Behind Market Locator?

  • Seller: Instarea
  • Year Founded: 2008
  • HQ Location: Bratislava, SK
  • Twitter: @instarealife
    190 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

MPS IntelliVector

MPS IntelliVector is a data extraction and process automation solution tailored for the financial, insurance and government sector.

Who Is the Company Behind MPS IntelliVector?

Observo Data Lake

Observo Data Lake is an AI-powered observability platform designed to help organizations optimize their observability data, significantly reduce costs, and enhance incident response times. By leveraging advanced AI and machine learning models, Observo Data Lake enables businesses to streamline their data management processes, ensuring efficient and cost-effective operations.

Who Is the Company Behind Observo Data Lake?

  • Seller: observo.ai
  • Year Founded: 2022
  • HQ Location: Silicon Valley, US
  • LinkedIn® Page: www.linkedin.com
    24 employees on LinkedIn®

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How it works

openQRM

Increased automation & flexibility - Ramp up your Revenue through higher efficiency! Easily extend your datacenter capacity by shifting load to Amazon AWS EC2, Azure, etc. openQRM Enterprise - Enterprise Edition.

Who Is the Company Behind openQRM?

Phizzle

Phizzle's phz.io solution provides a fast, flexible way for brands to gather, analyze, and act on customer-generated data at massive scale.

Who Is the Company Behind Phizzle?

  • Seller: Phizzle
  • Year Founded: 2005
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    28 employees on LinkedIn®

Polars

Open-source library for data manipulation known for being one of the fastest data processing solutions on a single machine. Features a Rust-based multi-threaded query engine optimized for performance through vectorized and columnar processing.

Who Is the Company Behind Polars?

RisingWave

RisingWave is an open-source distributed SQL streaming database designed for the cloud.It is designed to reduce the complexity and cost of building real-time applications. RisingWave consumes streaming data, performs incremental computations when new data comes in, and updates results dynamically. As a database system, RisingWave maintains results in its own storage so that users can access data efficiently. For more details about RisingWave, see https://risingwave.com/.

Who Is the Company Behind RisingWave?

  • Seller: RisingWave Labs
  • Year Founded: 2021
  • HQ Location: San Francisco, US
  • Twitter: @RisingWaveLabs
    3,173 Twitter followers
  • LinkedIn® Page: linkedin.com
    46 employees on LinkedIn®

Rocket TeraSAM

Rocket TeraSAM improves application performance and efficiency through better management of VSAM files. TeraSAM transparently segments large VSAM files and allows segmented data sets to be accessed directly. This opens the door to improved storage resource management and increased VSAM performance.

Who Is the Company Behind Rocket TeraSAM?

  • Seller: Rocket Software
  • Year Founded: 1990
  • HQ Location: Waltham, MA
  • Twitter: @Rocket
    3,532 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4,417 employees on LinkedIn®

SnowcatCloud

The easiest, fastest, and most affordable way to run a production-ready Snowplow. SnowCatCloud is a hosted Snowplow solution for companies who do not have the technical resources to set up and manage Snowplow in a production environment. - Fully featured Snowplow - Cloud costs included - No data engineers necessary - Deliver event-level data to S3, Redshift, BigQuery, Snowflake, and ElasticSearch in real-time - No lock-in contracts, migrate to your own Snowplow anytime https://www.youtube.com/watch?v=Yx3Z733ElgI

Who Is the Company Behind SnowcatCloud?

Solix Common Data Platform

Solix Common Data Platform (CDP) is a uniform data collection, retention management and bulk data storage solution for structured and unstructured data. The Solix CDP features enterprise archiving, data lake, data governance and advanced analytics applications to help organizations achieve data-driven business results.

Who Is the Company Behind Solix Common Data Platform?

  • Seller: Solix
  • Year Founded: 2002
  • HQ Location: Santa Clara, California, United States
  • Twitter: @solixbigdata
    2,253 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    611 employees on LinkedIn®

Stackable Data Platform

The Stackable Data Platform was designed with openness and flexibility in mind. It provides you with a curated selection of the best open source data apps like Apache Kafka®, Apache Druid, Trino and Apache Spark™. While other current offerings either push their proprietary solutions or deepen vendor lock-in, Stackable takes a different approach. All data apps work together seamlessly, and can be added or removed in no time. Based on Kubernetes, it runs everywhere – on-prem or in the cloud.

Who Is the Company Behind Stackable Data Platform?

TIBCO ActiveSpaces

In-memory computing with TIBCO ActiveSpaces provides a distributed, scale-out, in-memory data grid, delivering a consistent, fault-tolerant database that supports scalability for mixed read/write workloads and full System of Record capabilities. ActiveSpaces draws on available server memory but also stores to local disk for data safety and for scaling to handle processing of the largest data volumes.

Who Is the Company Behind TIBCO ActiveSpaces?

  • Seller: ON EBX
  • HQ Location: Fort Lauderdale, FL
  • Twitter: @ON_EBX
    124 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    9,470 employees on LinkedIn®

vLens

vLens is a robust data management and analytics platform developed by Vichara Technologies, designed to handle extensive datasets and transform raw data into actionable insights. It specializes in managing a wide array of mortgage securities data, offering seamless integration of new datasets to meet evolving analytical needs. Key Features and Functionality: - Data Management & Mappings: vLens ensures real-time, zero-lag availability of both agency and non-agency mortgage data from sources like CoreLogic, Lewtan, Intex, and trustees. It also supports credit bureau data from Equifax and TransUnion, with mappings between data sources to facilitate customized loss and prepayment models. - Data Analysis: The platform offers multi-dimensional stratification, a high-speed ad-hoc analytical query engine, and a framework for model development and validation. Users can interact through web-based, Excel, and API interfaces, enhancing accessibility and usability. - Software & Data Processing Support: vLens provides specialized technical and migration support, 24/7 operational assistance, and custom software development and integration services to ensure optimal performance and adaptability. - Value-Added Features: The platform includes tailored reporting tools, additional summary tables for expedited reporting, OLAP interfaces for business intelligence development, and a library of custom columns and queries developed by Vichara. Primary Value and User Solutions: vLens addresses the complexities of managing and analyzing large-scale mortgage data by providing a comprehensive, high-performance solution. It enables financial institutions to efficiently process and analyze vast datasets, leading to more informed decision-making and strategic planning. By integrating diverse data sources and offering advanced analytical tools, vLens empowers users to gain deeper insights, enhance risk assessment, and improve overall operational efficiency in the mortgage securities domain.

Who Is the Company Behind vLens?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 3, 2024