MPP Insights | Sumble

What is MPP?

MPP stands for Massively Parallel Processing. It's a computing architecture that involves using multiple processors or computers working together simultaneously to solve a single problem. MPP systems are characterized by having multiple independent processing units, each with its own memory, communicating over a high-speed interconnect. They are commonly used in data warehousing, business intelligence, and scientific simulations where large datasets need to be processed quickly.

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What other technologies are related to MPP?

MPP Competitor Technologies

Hadoop

Hadoop is a distributed processing framework which can be used for large data volumes, and represents an alternative approach to MPP.

mentioned alongside MPP in 0% (383) of relevant job posts

NoSQL

NoSQL databases are often used for large data volumes, and represents an alternative approach to MPP.

mentioned alongside MPP in 0% (404) of relevant job posts

HBase

HBase is a NoSQL database built on top of Hadoop, designed for fast read/write access to large datasets, and can be an alternative to MPP in some cases.

mentioned alongside MPP in 0% (74) of relevant job posts

Impala

Impala is a massively parallel processing (MPP) SQL query engine that runs on Apache Hadoop. It's a direct competitor to other MPP database systems.

mentioned alongside MPP in 0% (52) of relevant job posts

Snowflake

Snowflake is a cloud-based data warehouse built on MPP architecture, and is a competitor.

mentioned alongside MPP in 0% (132) of relevant job posts

Azure Cosmos DB

Azure Cosmos DB is a globally distributed, multi-model database service. While not strictly MPP, it is a potential alternative for handling large datasets and high-throughput workloads.

mentioned alongside MPP in 0% (57) of relevant job posts

MPP Complementary Technologies

OLAP

MPP databases are often used for OLAP workloads, as OLAP requires processing large volumes of data.

mentioned alongside MPP in 3% (190) of relevant job posts

Spark

Spark is a distributed processing framework that can be used with MPP systems for data transformation and analysis.

mentioned alongside MPP in 0% (284) of relevant job posts

Hive

Hive is a data warehouse system built on top of Hadoop, used for querying and analyzing large datasets stored in Hadoop-compatible file systems and potentially interacting with MPP systems.

mentioned alongside MPP in 0% (154) of relevant job posts