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Data · Spectrum
Data Infrastructure
How data is stored, processed, moved, and queried.
23 matrix ·
487
solutions
ranked by
Solutions
View all matrix
01
Data Ingestion & Integration
Tools and platforms that connect, collect, and move data from source systems into data plat…
0
0% of group
02
ETL / ELT & Data Transformation
Systems that clean, transform, and prepare data for analytics, reporting, and downstream co…
0
0% of group
03
Cloud Compute
Cloud-based processing infrastructure that provides scalable compute resources for running …
0
0% of group
04
Operational Databases (OLTP)
Databases optimized for fast, reliable transaction processing that power applications and b…
0
0% of group
05
Cloud Storage
Scalable cloud-based object, block, and file storage used to hold raw, processed, and analy…
0
0% of group
06
Data Warehouses (MPP / OLAP)
Platforms that store and analyze large volumes of structured data for reporting, BI, and an…
0
0% of group
07
Data Pipeline Orchestration
Platforms that coordinate, schedule, and monitor data workflows across ingestion, transform…
0
0% of group
08
Event Streaming Platforms
Infrastructure for publishing, transporting, and processing streams of real-time events acr…
0
0% of group
09
NoSQL Databases
Non-relational databases designed to scale horizontally and handle flexible, high-volume da…
0
0% of group
10
Cloud & Data Financial Management
Tools that track, optimize, and govern cloud and data infrastructure spending, usage, and c…
0
0% of group
11
Data Management Platforms
Unified platforms that manage data lifecycle, access, quality, and operations across multip…
0
0% of group
12
Data Processing Frameworks
Distributed computing frameworks used to transform, aggregate, and process large datasets i…
0
0% of group
13
Data Lakes & Table Formats
Platforms and standards that store raw and structured data in cloud storage while enabling …
0
0% of group
14
Graph Databases
Databases optimized for storing and querying highly connected data such as networks, relati…
0
0% of group
15
Analytical Query Engines
Engines that run complex analytical queries across large and distributed datasets, to suppo…
0
0% of group
16
In-Memory & Caching
High-performance systems that store data in memory to accelerate queries and application pe…
0
0% of group
17
Streaming Databases
Databases designed to ingest, process, and query continuously flowing data streams with low…
0
0% of group
18
Search & Indexing Engines
Systems that index large volumes of text and structured data to enable fast, flexible searc…
0
0% of group
19
Multi-Model Databases & Abstraction
Databases and data layers that support multiple data models through a unified access and qu…
0
0% of group
20
Backup, Recovery & Resilience
Platforms that protect data through backup, snapshotting, replication, and disaster recover…
0
0% of group
21
Distributed SQL Databases
Modern relational databases that combine SQL consistency with cloud-native scalability and …
0
0% of group
22
Data Virtualization & Federation
Platforms that query and combine data across systems without moving or copying it.
0
0% of group
23
Reverse ETL
Tools that push data from warehouses back into operational systems like CRMs and marketing …
0
0% of group