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Hadoop VS Ubidots

Compare Hadoop VS Ubidots and see what are their differences

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Hadoop logo Hadoop

Open-source software for reliable, scalable, distributed computing

Ubidots logo Ubidots

A cloud service to capture and make sense of sensor data
  • Hadoop Landing page
    Landing page //
    2021-09-17
  • Ubidots Landing page
    Landing page //
    2023-09-25

Hadoop features and specs

  • Scalability
    Hadoop can easily scale from a single server to thousands of machines, each offering local computation and storage.
  • Cost-Effective
    It utilizes a distributed infrastructure, allowing you to use low-cost commodity hardware to store and process large datasets.
  • Fault Tolerance
    Hadoop automatically maintains multiple copies of all data and can automatically recover data on failure of nodes, ensuring high availability.
  • Flexibility
    It can process a wide variety of structured and unstructured data, including logs, images, audio, video, and more.
  • Parallel Processing
    Hadoop's MapReduce framework enables the parallel processing of large datasets across a distributed cluster.
  • Community Support
    As an Apache project, Hadoop has robust community support and a vast ecosystem of related tools and extensions.

Possible disadvantages of Hadoop

  • Complexity
    Setting up, maintaining, and tuning a Hadoop cluster can be complex and often requires specialized knowledge.
  • Overhead
    The MapReduce model can introduce additional overhead, particularly for tasks that require low-latency processing.
  • Security
    While improvements have been made, Hadoop's security model is considered less mature compared to some other data processing systems.
  • Hardware Requirements
    Though it can run on commodity hardware, Hadoop can still require significant computational and storage resources for larger datasets.
  • Lack of Real-Time Processing
    Hadoop is mainly designed for batch processing and is not well-suited for real-time data analytics, which can be a limitation for certain applications.
  • Data Integrity
    Distributed systems face challenges in maintaining data integrity and consistency, and Hadoop is no exception.

Ubidots features and specs

  • User-Friendly Interface
    Ubidots provides an intuitive and easy-to-navigate interface which makes it simple for users to create and manage IoT applications without extensive training.
  • Quick Prototyping
    The platform allows for rapid development and deployment, enabling users to quickly prototype their IoT solutions.
  • Data Visualization
    Offers powerful data visualization tools, including customizable dashboards and widgets, to easily track and analyze real-time data.
  • API Integration
    Ubidots provides robust API support, facilitating seamless integration with other applications and services.
  • Device Compatibility
    Supports a wide range of IoT devices and communication protocols, ensuring flexibility and scalability.
  • Cloud Storage
    Offers reliable cloud storage for data, ensuring that users can securely store, retrieve, and analyze data at any time.
  • Community and Support
    Active community and extensive documentation provide users with ample resources and support for troubleshooting and improving their IoT projects.

Possible disadvantages of Ubidots

  • Cost
    While Ubidots offers a free tier, the paid plans can be relatively expensive for startups and small businesses.
  • Limited Free Tier
    The free tier has limitations on the number of devices and data points, which can hinder large-scale projects.
  • Learning Curve for Advanced Features
    While basic features are user-friendly, more advanced functionalities may take time and effort to master.
  • Internet Dependency
    Requires a stable internet connection for real-time data monitoring and updates, which can be a limitation in remote areas.
  • Scalability Issues
    Some users have reported challenges when scaling their applications, particularly in terms of performance and cost-efficiency.
  • Limited Offline Capabilities
    Ubidots is largely cloud-based and lacks comprehensive offline functionality, making it less viable for applications that require constant connectivity.

Analysis of Hadoop

Overall verdict

  • Hadoop is a robust and powerful data processing platform that is well-suited for organizations that need to manage and analyze large-scale data. Its resilience, scalability, and open-source nature make it a popular choice for big data solutions. However, it may not be the best fit for all use cases, especially those requiring real-time processing or where ease of use is a priority.

Why this product is good

  • Hadoop is renowned for its ability to store and process large datasets using a distributed computing model. It is scalable, cost-effective, and efficient in handling massive volumes of data across clusters of computers. Its ecosystem includes a wide range of tools and technologies like HDFS, MapReduce, YARN, and Hive that enhance data processing and analysis capabilities.

Recommended for

  • Organizations dealing with vast amounts of data needing efficient batch processing.
  • Businesses that require scalable storage solutions to manage their data growth.
  • Companies interested in leveraging a diverse ecosystem of data processing tools and technologies.
  • Technical teams that have the expertise to manage and optimize complex distributed systems.

Analysis of Ubidots

Overall verdict

  • Yes, Ubidots is considered a good platform for IoT applications due to its ease of use, extensive features, and reliability. Many users find it effective for managing and visualizing IoT data, though the suitability might depend on specific project requirements.

Why this product is good

  • Ubidots is a popular platform for Internet of Things (IoT) applications because it offers a user-friendly interface, robust data visualization tools, and seamless integration capabilities. It provides a range of features such as real-time data monitoring, cloud-based analytics, and customizable dashboards which are crucial for various IoT projects. Additionally, its API support and ability to handle multiple IoT protocols make it highly adaptable for developers and businesses looking to implement IoT solutions.

Recommended for

  • Small to medium enterprises looking to deploy IoT applications quickly.
  • Developers who need a reliable platform with strong API support.
  • Educators and students interested in learning about IoT through practical, hands-on projects.
  • Businesses aiming to integrate IoT data into existing workflows for enhanced decision-making.

Hadoop videos

+ Add

What is Big Data and Hadoop?

More videos:

  • Review - Product Ratings on Customer Reviews Using HADOOP.
  • Tutorial - Hadoop Tutorial For Beginners | Hadoop Ecosystem Explained in 20 min! - Frank Kane

Ubidots videos

+ Add

Ubidots - IoT Application Development Platform overview

More videos:

  • Review - IoT Based ECG Monitoring with AD8232 ECG Sensor & ESP8266 on Ubidots
  • Review - 🌡️ Subiendo datos de temperatura y humedad a Ubidots con módulo ethernet y arduino

Category Popularity

0-100% (relative to Hadoop and Ubidots)

Hadoop

Ubidots

Databases
100 100%
Databases
0% 0
IoT Platform
0 0%
IoT Platform
100% 100
Big Data
100 100%
Big Data
0% 0
Data Dashboard
0 0%
Data Dashboard
100% 100

User comments

Share your experience with using Hadoop and Ubidots. 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 Hadoop and Ubidots

Hadoop Reviews

A List of The 16 Best ETL Tools And Why To Choose Them
Companies considering Hadoop should be aware of its costs. A significant portion of the cost of implementing Hadoop comes from the computing power required for processing and the expertise needed to maintain Hadoop ETL, rather than the tools or storage themselves.
Source: www.datacamp.com
16 Top Big Data Analytics Tools You Should Know About
Hadoop is an Apache open-source framework. Written in Java, Hadoop is an ecosystem of components that are primarily used to store, process, and analyze big data. The USP of Hadoop is it enables multiple types of analytic workloads to run on the same data, at the same time, and on a massive scale on industry-standard hardware.
Source: www.analytixlabs.co.in
5 Best-Performing Tools that Build Real-Time Data Pipeline
Hadoop is an open-source framework that allows to store and process big data in a distributed environment across clusters of computers using simple programming models. It is designed to scale up from single servers to thousands of machines, each offering local computation and storage. Rather than relying on hardware to deliver high-availability, the library itself is...
Source: www.analyticsinsight.net

Ubidots Reviews

Best IoT Platforms in 2022 for Small Business
Ubidots provides a no-code, easy to use, self-construct IoT Platform to connect your IoT devices to collect, analyze and visualize the data. The main feature of Ubidots is that it is device agnostic i.e., any device can be connected to the cloud to share data. Ubidots believe that flexibility is the key to build and retain any business and hence caters customizable IoT and...
Source: www.fogwing.io
Open Source Internet of Things (IoT) Platforms
Ubidots is an IoT platform that provides services for free to users with a limit of five sensors and to add a sensor, you have to pay a certain amount of money to remove the sensor limit. Ubidots also provides email and SMS notification services based on triggers created by sensor data according to user requirements.Ubidots is popular among IoT enthusiasts because its tools...
Source: jansutris10.medium.com
14 of the Best IoT Platforms to Watch in 2021
UbiDots is a data simulation IoT platform with a focus on using powerful visualization and simulation to develop customer-specific applications. Its IoT ecosystem supports an extensive cloud of devices including Espressif, Microchip, Particle, Amplified Engineering, and other board makers. With an extensive range of tutorials, SDKs and libraries, on-boarding any device in...
Source: www.iottechtrends.com

Social recommendations and mentions

Based on our record, Hadoop should be more popular than Ubidots. It has been mentiond 25 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.

Hadoop mentions (25)

  • Apache Hadoop: Open Source Business Model, Funding, and Community
    This post provides an in‐depth look at Apache Hadoop, a transformative distributed computing framework built on an open source business model. We explore its history, innovative open funding strategies, the influence of the Apache License 2.0, and the vibrant community that drives its continuous evolution. Additionally, we examine practical use cases, upcoming challenges in scaling big data processing, and future... - Source: dev.to / 19 days ago
  • What is Apache Kafka? The Open Source Business Model, Funding, and Community
    Modular Integration: Thanks to its modular approach, Kafka integrates seamlessly with other systems including container orchestration platforms like Kubernetes and third-party tools such as Apache Hadoop. - Source: dev.to / 19 days ago
  • India Open Source Development: Harnessing Collaborative Innovation for Global Impact
    Over the years, Indian developers have played increasingly vital roles in many international projects. From contributions to frameworks such as Kubernetes and Apache Hadoop to the emergence of homegrown platforms like OpenStack India, India has steadily carved out a global reputation as a powerhouse of open source talent. - Source: dev.to / 25 days ago
  • Unveiling the Apache License 2.0: A Deep Dive into Open Source Freedom
    One of the key attributes of Apache License 2.0 is its flexible nature. Permitting use in both proprietary and open source environments, it has become the go-to choice for innovative projects ranging from the Apache HTTP Server to large-scale initiatives like Apache Spark and Hadoop. This flexibility is not solely legal; it is also philosophical. The license is designed to encourage transparency and maintain a... - Source: dev.to / 3 months ago
  • Apache Hadoop: Pioneering Open Source Innovation in Big Data
    Apache Hadoop is more than just software—it’s a full-fledged ecosystem built on the principles of open collaboration and decentralized governance. Born out of a need to process vast amounts of information efficiently, Hadoop uses a distributed file system and the MapReduce programming model to enable scalable, fault-tolerant computing. Central to its success is a diverse ecosystem that includes influential... - Source: dev.to / 3 months ago
View more

Ubidots mentions (7)

  • Need help in connecting my ESP8266 to Internet
    For hombrewing they use https://ubidots.com/ to read fermentation information. The device connects http outbound with a JSON payload. Source: over 2 years ago
  • Which startups are made using Django?
    I used to work in https://ubidots.com it’s also written in Django. Source: almost 3 years ago
  • Easiest Way to Add Cellular to an ESP32 IoT Project
    But we don't want your data to live on Notehub! The most important part of the story is securely routing your data to any cloud endpoint. Take a look at our extensive Routing Tutorials and pick your favorite cloud, such as Ubidots, and create an engaging cloud dashboard to interpret your data:. - Source: dev.to / about 3 years ago
  • Thermal Image Anomaly Detection with TinyML
    By using the "edge ML" capabilities provided by Edge Impulse, the cellular Notecard device-to-cloud data pump from Blues Wireless, a Raspberry Pi Zero 2 W, and an Ubidots dashboard, I was able to create a simple, low-power, thermal monitoring station with only a small bit of Python coding required 🐍. - Source: dev.to / over 3 years ago
  • Vacationing with a GPS Asset Tracker
    While this is great to see, the next step was to configure a more functional cloud-based dashboard to view the incoming data in real time. To do so I created a route in Notehub to securely sync data with Ubidots. - Source: dev.to / over 3 years ago
View more

What are some alternatives?

When comparing Hadoop and Ubidots, you can also consider the following products

Apache Spark - Apache Spark is an engine for big data processing, with built-in modules for streaming, SQL, machine learning and graph processing.

ThingSpeak - Open source data platform for the Internet of Things. ThingSpeak Features

Apache Storm - Apache Storm is a free and open source distributed realtime computation system.

Blynk.io - We make internet of things simple

PostgreSQL - PostgreSQL is a powerful, open source object-relational database system.

Axonize - Axonize IoT platform - the smarter way to truly realize your IoT potential and create smart, scalable IoT projects to increase profitability.

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