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Apache Spark VS cPanel

Compare Apache Spark VS cPanel and see what are their differences

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  3. » Reviews
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Apache Spark logo Apache Spark

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

cPanel logo cPanel

With its first-class support and rich feature set, cPanel & WHM has been the web hosting industry's most reliable, intuitive control panel since 1997.
  • Apache Spark Landing page
    Landing page //
    2021-12-31
  • cPanel Landing page
    Landing page //
    2023-10-18

Apache Spark features and specs

  • Speed
    Apache Spark processes data in-memory, significantly increasing the processing speed of data tasks compared to traditional disk-based engines.
  • Ease of Use
    Spark offers high-level APIs in Java, Scala, Python, and R, making it accessible to a broad range of developers and data scientists.
  • Advanced Analytics
    Spark supports advanced analytics, including machine learning, graph processing, and real-time streaming, which can be executed in the same application.
  • Scalability
    Spark can handle both small- and large-scale data processing tasks, scaling seamlessly from a single machine to thousands of servers.
  • Support for Various Data Sources
    Spark can integrate with a wide variety of data sources, including HDFS, Apache HBase, Apache Hive, Cassandra, and many others.
  • Active Community
    Spark has a vibrant and active community, providing a wealth of extensions, tools, and support options.

Possible disadvantages of Apache Spark

  • Memory Consumption
    Spark's in-memory processing can be resource-intensive, requiring substantial amounts of RAM, which can drive up costs for large-scale deployments.
  • Complexity in Configuration
    To optimize performance, Spark requires careful configuration and tuning, which can be complex and time-consuming.
  • Learning Curve
    Despite its ease of use, mastering the full range of Spark's features and best practices can take considerable time and effort.
  • Latency for Small Data
    For smaller datasets or low-latency requirements, Spark might not be the most efficient choice, as other technologies could offer better performance.
  • Integration Overhead
    Though Spark integrates with many systems, incorporating it into an existing data infrastructure can introduce additional overhead and complexity.
  • Community Support Variability
    While the community is active, the support and quality of third-party libraries and tools can be inconsistent, leading to potential challenges in implementation.

cPanel features and specs

  • User-friendly Interface
    cPanel offers an intuitive and easy-to-navigate graphical user interface (GUI) that is accessible even to those with limited technical expertise, making server management simpler.
  • Comprehensive Feature Set
    The platform includes a wide range of functionality such as email management, domain management, database management, file management, and security tools, which cover most needs of web administrators.
  • Wide Adoption and Support
    cPanel is widely used across the web hosting industry, ensuring plenty of community support, tutorials, and troubleshooting resources available online.
  • Compatibility
    cPanel is highly compatible with a variety of third-party applications and services, facilitating seamless integration with popular software solutions.
  • Automated Updates and Backups
    The platform supports automated updates and backups, enhancing server reliability and data security without requiring constant manual intervention.
  • Built-in Security Features
    cPanel includes robust security features such as automatic SSL installation, firewalls, and protection against brute-force attacks, aiding data protection and server defense.

Possible disadvantages of cPanel

  • Cost
    cPanel licenses can be pricey, especially for small businesses or individual users. This makes it a less attractive option for those looking to minimize their hosting expenses.
  • Resource Intensive
    The platform can consume considerable server resources, which might not be ideal for websites running on limited resources or shared hosting environments.
  • Learning Curve for Advanced Features
    While the basic features are user-friendly, more advanced functionalities might have a steep learning curve, requiring users to spend additional time gaining proficiency.
  • Limited Customizability
    Users with specific needs may find cPanel somewhat restrictive as it does not offer the same level of customizability as some other control panel solutions.
  • Dependency on cPanel Support
    In case of any issues or requirements for updates, users are often dependent on cPanel’s support and update cycle, which might not always be timely.
  • Security Vulnerabilities
    As cPanel is widely used, it becomes a more attractive target for hackers. Despite built-in security features, this widespread adoption can lead to potential security vulnerabilities.

Apache Spark videos

+ Add

Weekly Apache Spark live Code Review -- look at StringIndexer multi-col (Scala) & Python testing

More videos:

  • Review - What's New in Apache Spark 3.0.0
  • Review - Apache Spark for Data Engineering and Analysis - Overview

cPanel videos

+ Add

Web Hosting & CPanel Guide - How To Easily Upload Your Website

More videos:

  • Review - cPanel Alternative AaPanel Features & Review Free Hosting Panel [Official]
  • Review - WHM/cPanel Review

Category Popularity

0-100% (relative to Apache Spark and cPanel)

Apache Spark

cPanel

Databases
100 100%
Databases
0% 0
Hosting
0 0%
Hosting
100% 100
Big Data
100 100%
Big Data
0% 0
Control Panels
0 0%
Control Panels
100% 100

User comments

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Reviews

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

Apache Spark Reviews

15 data science tools to consider using in 2021
Apache Spark is an open source data processing and analytics engine that can handle large amounts of data -- upward of several petabytes, according to proponents. Spark's ability to rapidly process data has fueled significant growth in the use of the platform since it was created in 2009, helping to make the Spark project one of the largest open source communities among big...
Source: searchbusinessanalytics.techtarget.com
Top 15 Kafka Alternatives Popular In 2021
Apache Spark is a well-known, general-purpose, open-source analytics engine for large-scale, core data processing. It is known for its high-performance quality for data processing – batch and streaming with the help of its DAG scheduler, query optimizer, and engine. Data streams are processed in real-time and hence it is quite fast and efficient. Its machine learning...
Source: www.spec-india.com
5 Best-Performing Tools that Build Real-Time Data Pipeline
Apache Spark is an open-source and flexible in-memory framework which serves as an alternative to map-reduce for handling batch, real-time analytics and data processing workloads. It provides native bindings for the Java, Scala, Python, and R programming languages, and supports SQL, streaming data, machine learning and graph processing. From its beginning in the AMPLab at...
Source: www.analyticsinsight.net

cPanel Reviews

  1. Best Reviews
    · Working at Best Reviews ·
    SPanel vs cPanel Comparison

    Both SPanel and cPanel have their unique strengths. SPanel excels in simplicity, speed, and affordability, making it ideal for VPS users seeking a lightweight and efficient control panel without breaking the bank. However, since it’s slightly younger on the market, it’s not yet compatible with many hosting providers.

    🏁 Competitors: SPanel
SPanel vs cPanel Comparison
cPanel supports a wide range of hosting environments, from shared to dedicated. Its control panel allows users to easily manage multiple websites, email accounts, databases, and more. Whether users are small businesses using shared hosting or enterprises running dedicated servers, cPanel provides the flexibility and scalability to match any hosting setup.
Source: bestreviews.net
Top 12 Best VPS Control Panels for 2025
cPanel and DirectAdmin are two of the most popular hosting control panels. The latter offers a user-friendly interface and the ability to manage your website’s administrative functions. It also provides access to a number of online resources. However, cPanel has a much larger feature set, making it the obvious choice for those looking for a control panel to manage their...
Source: blog.radwebhosting.com
Forget cPanel! 5 Free cPanel Alternatives That Will Manage Your Web Apps
Choosing the right free cPanel alternative requires careful consideration of your specific needs and preferences. By assessing your requirements, considering ease of use, compatibility, community support, performance, security features, customization options, and gathering feedback from other users, you can make an informed decision.
Source: webshanks.com
Explore Top VestaCP Alternative: Find the Perfect Control Panel for Your Hosting Needs
cPanel SoloAdminProPremier$15/mo$27/mo$39/mo$59/moSuited for small businesses, freelancers, or anyone needing just one hosting account.Created for small to mid-level agencies and businesses, application developers, and web designers only needing a few accounts.Optimal for mid-level businesses and large agencies that are growing. Allows for scalability.Created for data...
Source: cyberpanel.net
10 Best cPanel Alternatives and Competitors in 2022 and Beyond
We all know the popularity of cPanel. The simplicity that cPanel offers is the reason why most of the web hosts prefer it. But you should know that there are several other cPanel alternatives and competitors that offer the same functions.
Source: macpost.net

Social recommendations and mentions

Based on our record, Apache Spark should be more popular than cPanel. It has been mentiond 70 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 Spark mentions (70)

  • Every Database Will Support Iceberg — Here's Why
    Apache Iceberg defines a table format that separates how data is stored from how data is queried. Any engine that implements the Iceberg integration — Spark, Flink, Trino, DuckDB, Snowflake, RisingWave — can read and/or write Iceberg data directly. - Source: dev.to / 27 days ago
  • How to Reduce Big Data Analytics Costs by 90% with Karpenter and Spark
    Apache Spark powers large-scale data analytics and machine learning, but as workloads grow exponentially, traditional static resource allocation leads to 30–50% resource waste due to idle Executors and suboptimal instance selection. - Source: dev.to / 29 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 / 2 months ago
  • The Application of Java Programming In Data Analysis and Artificial Intelligence
    [1] S. Russell and P. Norvig, Artificial Intelligence: A Modern Approach. Pearson, 2020. [2] F. Chollet, Deep Learning with Python. Manning Publications, 2018. [3] C. C. Aggarwal, Data Mining: The Textbook. Springer, 2015. [4] J. Dean and S. Ghemawat, "MapReduce: Simplified Data Processing on Large Clusters," Communications of the ACM, vol. 51, no. 1, pp. 107-113, 2008. [5] Apache Software Foundation, "Apache... - Source: dev.to / 2 months ago
  • Automating Enhanced Due Diligence in Regulated Applications
    If you're designing an event-based pipeline, you can use a data streaming tool like Kafka to process data as it's collected by the pipeline. For a setup that already has data stored, you can use tools like Apache Spark to batch process and clean it before moving ahead with the pipeline. - Source: dev.to / 3 months ago
View more

cPanel mentions (20)

  • How to create a Node.js web server with cPanel
    Welcome to this article, where I guide you on creating your own Node.js Express web server with cPanel. This guide will apply for most domain registrars which offer hosting services with cPanel, such as Namecheap or Hostgator, but for this tutorial, we will be using Spaceship Shared Hosting. - Source: dev.to / 11 months ago
  • The 2024 Web Hosting Report
    This category dates back to the “control panel” era of tools that are still used on shared VM hosts, such as cPanel. These tools automate common functions such as managing authentication, deployment of databases, etc. - Source: dev.to / over 1 year ago
  • A few general questions about starting out.
    Most Likely scenario is that your client is using a service with something like cPanel setup. This is where they would get or set-up access credentials for you to then transfer the files via sftp. Essentially the same as copying files onto another hard drive, but over the internet. Source: almost 2 years ago
  • Cloud VPS cPanel/WHM
    There is a way. Go to cpanel.net and buy a cPanel Pro for 30 accounts or an admin for 5 accounts or a solo for 1 account only. Source: over 2 years ago
  • What according to u is Easy Linux distribution for hosting sites?
    If you aren't in this to learn a lot, you may want to also consider a web hosting control panel like cPanel (not free), DirectAdmin(not free), webmin + virtualmin (free for multiple sites, virtualmin Pro is not free), Centos webpanel (not FOSS but free for non-Pro), Hestia control panel (FOSS), Plesk Obsidian (not free). Source: over 2 years ago
View more

What are some alternatives?

When comparing Apache Spark and cPanel, you can also consider the following products

Apache Flink - Flink is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations.

Plesk - Plesk puts all the automation, security, and technical tools an IT professional needs in one simple and easy to use dashboard.

Hadoop - Open-source software for reliable, scalable, distributed computing

Webmin - Webmin is a web-based interface for system administration for Unix.

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

Hostwinds - Hostwinds offers web hosting services and solutions.

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