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Apache Cassandra VS ArcGIS Pro

Compare Apache Cassandra VS ArcGIS Pro and see what are their differences

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Apache Cassandra logo Apache Cassandra

The Apache Cassandra database is the right choice when you need scalability and high availability without compromising performance.

ArcGIS Pro logo ArcGIS Pro

Explore ArcGIS Pro resources such as tutorials, videos, documentation, instructor-led classes & more. Find answers, build expertise and connect with the ArcGIS Pro community.
  • Apache Cassandra Landing page
    Landing page //
    2022-04-17
  • ArcGIS Pro Landing page
    Landing page //
    2023-02-14

Apache Cassandra features and specs

  • Scalability
    Apache Cassandra is designed for linear scalability and can handle large volumes of data across many commodity servers without a single point of failure.
  • High Availability
    Cassandra ensures high availability by replicating data across multiple nodes. Even if some nodes fail, the system remains operational.
  • Performance
    It provides fast writes and reads by using a peer-to-peer architecture, making it highly suitable for applications requiring quick data access.
  • Flexible Data Model
    Cassandra supports a flexible schema, allowing users to add new columns to a table at any time, making it adaptable for various use cases.
  • Geographical Distribution
    Data can be distributed across multiple data centers, ensuring low-latency access for geographically distributed users.
  • No Single Point of Failure
    Its decentralized nature ensures there is no single point of failure, which enhances resilience and fault-tolerance.

Possible disadvantages of Apache Cassandra

  • Complexity
    Managing and configuring Cassandra can be complex, requiring specialized knowledge and skills for optimal performance.
  • Eventual Consistency
    Cassandra follows an eventual consistency model, meaning that there might be a delay before all nodes have the latest data, which may not be suitable for all use cases.
  • Write-heavy Operations
    Although Cassandra handles writes efficiently, write-heavy workloads can lead to compaction issues and increased read latency.
  • Limited Query Capabilities
    Cassandra's query capabilities are relatively limited compared to traditional RDBMS, lacking support for complex joins and aggregations.
  • Maintenance Overhead
    Regular maintenance tasks such as node repair and compaction are necessary to ensure optimal performance, adding to the administrative overhead.
  • Tooling and Ecosystem
    While the ecosystem for Cassandra is growing, it is still not as extensive or mature as those for some other database technologies.

ArcGIS Pro features and specs

  • Integrated 2D and 3D capabilities
    ArcGIS Pro allows users to visualize, analyze, and share both 2D and 3D data in a single project, enhancing the comprehensiveness and flexibility of geographic analyses.
  • Advanced analytical tools
    The platform offers a wide range of sophisticated geospatial and statistical analysis tools that can help users derive deeper insights from their data.
  • User-friendly interface
    ArcGIS Pro features a ribbon-based interface similar to Microsoft Office products, which can make the software more intuitive and easier to learn.
  • Seamless integration with ArcGIS Online
    The software is designed to work effortlessly with ArcGIS Online, enabling users to share their maps and data easily in the cloud.
  • Python and R support
    ArcGIS Pro supports automation through Python scripting and can integrate with R, allowing for advanced customizations and data analysis.

Possible disadvantages of ArcGIS Pro

  • High cost
    ArcGIS Pro is subscription-based software with relatively high licensing fees, which may be prohibitive for smaller organizations or individual users.
  • Steep learning curve
    While the interface is user-friendly for those familiar with GIS, new users may face a steep learning curve due to the software's extensive functionality and complexity.
  • Hardware requirements
    The software demands high-performance hardware, including substantial RAM and a powerful GPU, which can be a limitation for users with older or less-capable computers.
  • Limited cross-platform support
    ArcGIS Pro is currently available only for Windows, limiting usability for those who prefer or require other operating systems like macOS or Linux.
  • Dependency on Esri ecosystem
    The software is heavily integrated with other Esri products and services, which can limit flexibility and make it harder to integrate with non-Esri solutions.

Analysis of Apache Cassandra

Overall verdict

  • Apache Cassandra is an excellent choice if you require a database system that can efficiently manage large-scale data while ensuring high availability and reliability. It is particularly well-suited for use cases that demand a robust, distributed, and scalable database solution.

Why this product is good

  • Apache Cassandra is a highly scalable and distributed NoSQL database management system designed to handle large amounts of data across multiple commodity servers without a single point of failure. It offers robust support for replicating data across multiple data centers, thereby enhancing fault tolerance and availability. Its masterless architecture and linear scalability make it suitable for high throughput online transactional applications.

Recommended for

  • Applications that require high availability and fault tolerance
  • Systems with large volumes of write-heavy workloads
  • Organizations that need multi-data center replication
  • Businesses seeking a scalable solution for distributed databases
  • Use cases needing real-time data processing with low latency

Analysis of ArcGIS Pro

Overall verdict

  • ArcGIS Pro is generally regarded as a highly effective and reliable GIS software. It is suitable for both beginners and advanced users, with a robust set of tools that support a wide range of GIS needs. However, the software's sophistication and complexity might pose a learning curve for new users and it requires a valid license, which might be a consideration for individual users or small organizations.

Why this product is good

  • ArcGIS Pro is considered a powerful tool in the realm of Geographic Information Systems (GIS) due to its comprehensive suite of features that support spatial analysis, data visualization, and geoprocessing. It offers advanced 3D visualization capabilities and seamless integration with other Esri products and services. The ability to automate workflows with Python scripting, extensive support for various data formats, and regular updates making it more efficient and user-friendly are other contributing factors to its positive reputation.

Recommended for

    ArcGIS Pro is best recommended for GIS professionals, urban planners, environmental scientists, and geospatial analysts, who require advanced mapping and spatial analysis capabilities. It's also well-suited for organizations and academic institutions that need a comprehensive GIS solution for research, planning, and decision-making processes.

Apache Cassandra videos

+ Add

Course Intro | DS101: Introduction to Apache Cassandra™

More videos:

  • Review - Introduction to Apache Cassandra™

ArcGIS Pro videos

+ Add

ArcMap vs ArcGIS Pro - Comparing these two GIS applications from Esri

Category Popularity

0-100% (relative to Apache Cassandra and ArcGIS Pro)

Apache Cassandra

ArcGIS Pro

Databases
100 100%
Databases
0% 0
Maps
0 0%
Maps
100% 100
NoSQL Databases
100 100%
NoSQL Databases
0% 0
Mapping And GIS
0 0%
Mapping And GIS
100% 100

User comments

Share your experience with using Apache Cassandra and ArcGIS Pro. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare Apache Cassandra and ArcGIS Pro

Apache Cassandra Reviews

16 Top Big Data Analytics Tools You Should Know About
Application Areas: If you want to work with SQL-like data types on a No-SQL database, Cassandra is a good choice. It is a popular pick in the IoT, fraud detection applications, recommendation engines, product catalogs and playlists, and messaging applications, providing fast real-time insights.
Source: www.analytixlabs.co.in
9 Best MongoDB alternatives in 2019
The Apache Cassandra is an ideal choice for you if you want scalability and high availability without affecting its performance. This MongoDB alternative tool offers support for replicating across multiple datacenters.
Source: www.guru99.com

ArcGIS Pro Reviews

Top 10 GIS Software Tools And Solutions
Despite its strengths, ArcGIS Pro does have some limitations. The high licensing cost can be a significant barrier, particularly for smaller organisations or individual users. Project files can become bulky, which may affect performance and storage. MXD file conversions often result in missing objects, which can complicate transitions from older versions of ArcGIS. License...
Source: em360tech.com
30 Best GIS Software Applications [Rankings]
ArcGIS Pro modernizes GIS with a ribbon interface, 64-bit processing and 3D integration. It’s a massive overhaul with a focus on quickness, ingenuity and cartography. Even though ArcGIS Pro is a big machine with lots of moving parts, it earns top spot.
Source: gisgeography.com

Social recommendations and mentions

Based on our record, Apache Cassandra seems to be more popular. It has been mentiond 44 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Apache Cassandra mentions (44)

  • Why You Shouldn’t Invest In Vector Databases?
    In fact, even in the absence of these commercial databases, users can effortlessly install PostgreSQL and leverage its built-in pgvector functionality for vector search. PostgreSQL stands as the benchmark in the realm of open-source databases, offering comprehensive support across various domains of database management. It excels in transaction processing (e.g., CockroachDB), online analytics (e.g., DuckDB),... - Source: dev.to / about 2 months ago
  • Data integrity in Ably Pub/Sub
    All messages are persisted durably for two minutes, but Pub/Sub channels can be configured to persist messages for longer periods of time using the persisted messages feature. Persisted messages are additionally written to Cassandra. Multiple copies of the message are stored in a quorum of globally-distributed Cassandra nodes. - Source: dev.to / 7 months ago
  • Which Database is Perfect for You? A Comprehensive Guide to MySQL, PostgreSQL, NoSQL, and More
    Cassandra is a highly scalable, distributed NoSQL database designed to handle large amounts of data across many commodity servers without a single point of failure. - Source: dev.to / 12 months ago
  • Consistent Hashing: An Overview and Implementation in Golang
    Distributed storage Distributed storage systems like Cassandra, DynamoDB, and Voldemort also use consistent hashing. In these systems, data is partitioned across many servers. Consistent hashing is used to map data to the servers that store the data. When new servers are added or removed, consistent hashing minimizes the amount of data that needs to be remapped to different servers. - Source: dev.to / about 1 year ago
  • Understanding SQL vs. NoSQL Databases: A Beginner's Guide
    On the other hand, NoSQL databases are non-relational databases. They store data in flexible, JSON-like documents, key-value pairs, or wide-column stores. Examples include MongoDB, Couchbase, and Cassandra. - Source: dev.to / about 1 year ago
View more

ArcGIS Pro mentions (0)

We have not tracked any mentions of ArcGIS Pro yet. Tracking of ArcGIS Pro recommendations started around Mar 2021.

What are some alternatives?

When comparing Apache Cassandra and ArcGIS Pro, you can also consider the following products

Redis - Redis is an open source in-memory data structure project implementing a distributed, in-memory key-value database with optional durability.

Esri ArcGIS - ArcGIS provides contextual tools for mapping and spatial reasoning so you can explore data & share location-based insights. ArcGIS is the heart of the Esri Geospatial Cloud. Try ArcGIS for free with 21-day trial.

MongoDB - MongoDB (from "humongous") is a scalable, high-performance NoSQL database.

Maptitude - Maptitude is a mapping software that is fitted with GIS features that avail maps and other forms of data regarding the surrounding geographical areas. Read more about Maptitude.

ArangoDB - A distributed open-source database with a flexible data model for documents, graphs, and key-values.

OSGeo - QGIS is a desktop geographic information system, or GIS.

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