Accumulo vs MongoDB comparison

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Executive Summary

We performed a comparison between Accumulo and MongoDB based on real PeerSpot user reviews.

Find out what your peers are saying about MongoDB, Apache, Cloudera and others in NoSQL Databases.
To learn more, read our detailed NoSQL Databases Report (Updated: November 2022).
654,218 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pricing and Cost Advice
Information Not Available
  • "MongoDB is not expensive."
  • "At the moment, all customers are using the community version."
  • "If you want support with the solution you will need to purchase a license and not use the open-source version. The license is a little expensive."
  • "It's a community edition, so we do not pay anything."
  • "Our customers pay for yearly licenses for MongoDB."
  • "It's open-source."
  • "I believe that MongoDB is free."
  • "MongoDB has a free version. You can also buy the enterprise edition, which is cheaper than Oracle."
  • More MongoDB Pricing and Cost Advice →

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    Top Answer:MongoDB is a very reliable and stable No-SQL engine. It's a document-based database, and use Javascript as its query language: depending on the developer expertise and skills, this could be an… more »
    Ranking
    10th
    out of 16 in NoSQL Databases
    Views
    1,126
    Comparisons
    1,028
    Reviews
    0
    Average Words per Review
    0
    Rating
    N/A
    1st
    out of 16 in NoSQL Databases
    Views
    7,163
    Comparisons
    5,220
    Reviews
    33
    Average Words per Review
    367
    Rating
    8.3
    Comparisons
    Learn More
    Overview
    Accumulo sorted, distributed key/value store is a robust, scalable, high performance data storage and retrieval system.

    MongoDB is a popular data management solution with a NoSQL database that enables you to store and process structured and semi-structured data with ease. The solution is scalable and flexible, and is designed to overcome the relational databases approach and the limitations of other NoSQL solutions. In addition, MongoDB stands apart as the cloud database platform of choice for enterprise applications that require real-time analytics.

    MongoDB Features

    MongoDB has many valuable key features. Some of the most useful ones include:

    • Load balancing: MongoDB supports large-scale load balancing via horizontal scaling features like replication and sharding.
    • Ad-hoc queries: With this feature, developers are able to update ad-hoc queries in real time.
    • Sharding: With MongoDB, sharding allows for much greater horizontal scalability, with queries that are directed to the correct shard based on specific shard keys.
    • Indexing: MongoDB allows indexing to be created on demand, accommodating real-time, ever-changing query patterns and application requirements. They can also be declared on any field within any document, including those nested within arrays.
    • Replication: MongoDB’s replication feature enables you to deploy multiple servers for disaster recovery and backup, which helps increase data availability and stability.

    MongoDB Benefits

    There are many benefits to implementing MongoDB. Some of the biggest advantages the solution offers include:

    • Horizontal architecture: Because MongoDB is designed with horizontal architecture, it is easy to scale.
    • Developer-friendly: Being that MongoDB is a document data model with NoSQL, developers are able to work faster. In addition, MongoDB gives developers a number of useful out-of-the-box capabilities, whether you need to run privately on site or in the public cloud.
    • Cloud-based: Because MongoDB is a full cloud-based application data platform, you gain access to a collection of services that can integrate nicely with your database.
    • Powerful analytics: MongoDB is designed to make data easy to access, and also allows you to perform complex analytics and querying.
    • High performance: With MongoDB, information can be embedded inside a single document rather than relying on expensive join operations from traditional relational databases.
    • Easy to install: MongoDB has an intuitive UI, making it easy to install. You can install the community or enterprise version directly on a server, create your own container, or use a pre-built community one.
    • Cost-effective: MongoDB gives you the option to choose an instance size that fits your current needs to help you keep your costs at a minimum.

    Reviews from Real Users

    Below are some reviews and helpful feedback written by PeerSpot users currently using the MongoDB solution.

    PeerSpot user Deepak K., Managing Director at SimSol Technologies And Services Pvt Ltd., says, “The solution is a very dynamic product. It becomes extremely easy for us to support user requirements and we also make use of the simplicity of a cloud redeployment.” He goes on to add, “The solution is easy to deploy, and the product can scale quite well. The solution's most important aspect is its seamless database. The solution offers excellent documentation.”

    A Senior Associate at a financial services firm mentions, “The most valuable feature of the solution is the ability to easily store documentation regarding structures. We can easily connect to MongoDB and search without transformation, without joining. If we want to use a simple search it's really fast. The initial setup isn't really that complex. The solution is pretty stable overall.”

    Offer
    Learn more about Accumulo
    Learn more about MongoDB
    Sample Customers
    Twitter, Slack, Kaidee, CarGurus, Evernote, Medallia
    Facebook, MetLife, City of Chicago, Expedia, eBay, Google
    Top Industries
    VISITORS READING REVIEWS
    Computer Software Company22%
    Government15%
    Comms Service Provider13%
    University5%
    REVIEWERS
    Financial Services Firm23%
    Computer Software Company23%
    Legal Firm5%
    Energy/Utilities Company5%
    VISITORS READING REVIEWS
    Computer Software Company16%
    Comms Service Provider15%
    Financial Services Firm13%
    Government6%
    Company Size
    VISITORS READING REVIEWS
    Small Business19%
    Midsize Enterprise14%
    Large Enterprise66%
    REVIEWERS
    Small Business40%
    Midsize Enterprise15%
    Large Enterprise45%
    VISITORS READING REVIEWS
    Small Business20%
    Midsize Enterprise16%
    Large Enterprise64%
    Buyer's Guide
    NoSQL Databases
    November 2022
    Find out what your peers are saying about MongoDB, Apache, Cloudera and others in NoSQL Databases. Updated: November 2022.
    654,218 professionals have used our research since 2012.

    Accumulo is ranked 10th in NoSQL Databases while MongoDB is ranked 1st in NoSQL Databases with 34 reviews. Accumulo is rated 0.0, while MongoDB is rated 8.2. On the other hand, the top reviewer of MongoDB writes "Good pricing and very fast but needs to showcase more use cases". Accumulo is most compared with Apache HBase, Cassandra and Cloudera Distribution for Hadoop, whereas MongoDB is most compared with Couchbase, InfluxDB, Cassandra, Oracle NoSQL and Neo4j.

    See our list of best NoSQL Databases vendors.

    We monitor all NoSQL Databases reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.