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VirtualBox VS Spark Streaming

Compare VirtualBox VS Spark Streaming and see what are their differences

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  2. » Videos
  3. » Reviews
  4. » Alternatives

VirtualBox logo VirtualBox

VirtualBox is a powerful x86 and AMD64/Intel64 virtualization product for enterprise as well as...

Spark Streaming logo Spark Streaming

Spark Streaming makes it easy to build scalable and fault-tolerant streaming applications.
  • VirtualBox Landing page
    Landing page //
    2023-06-17
  • Spark Streaming Landing page
    Landing page //
    2022-01-10

VirtualBox features and specs

  • Open Source
    VirtualBox is open-source software, which means it is freely available for personal and commercial use. Users can access and modify the source code, enhancing flexibility and customization.
  • Cross-Platform Compatibility
    VirtualBox supports multiple operating systems, including Windows, macOS, Linux, and Solaris, making it highly versatile and suitable for various environments.
  • Ease of Use
    VirtualBox offers a user-friendly interface that makes it easy for both beginners and experienced users to create and manage virtual machines.
  • Snapshot Feature
    VirtualBox allows users to take snapshots of their virtual machines, enabling them to save the current state and revert back to it if necessary, which is useful for testing and debugging.
  • Guest Additions
    VirtualBox provides Guest Additions that enhance the performance and usability of guest operating systems. Features include shared folders, clipboard sharing, and improved graphics performance.

Possible disadvantages of VirtualBox

  • Performance Overhead
    VirtualBox may introduce performance overhead compared to running software directly on physical hardware. This can affect the speed and responsiveness of the virtual machines.
  • Limited 3D Graphics Support
    The 3D graphics support in VirtualBox is not as robust as some other virtualization solutions, which may be a limitation for users requiring heavy graphical applications.
  • Lack of Enterprise-Level Features
    While VirtualBox is suitable for personal and small-scale use, it may lack some advanced features and scalability options required for large enterprise environments.
  • Complex Network Setup
    Setting up complex networking configurations in VirtualBox can be challenging and may require additional knowledge and effort.
  • Resource Intensive
    Running multiple virtual machines in VirtualBox can be resource-intensive, potentially leading to system slowdowns if the host machine does not have sufficient CPU and memory resources.

Spark Streaming features and specs

  • Scalability
    Spark Streaming is highly scalable and can handle large volumes of data by distributing the workload across a cluster of machines. It leverages Apache Spark's capabilities to scale out easily and efficiently.
  • Integration
    It integrates seamlessly with other components of the Spark ecosystem, such as Spark SQL, MLlib, and GraphX, allowing for comprehensive data processing pipelines.
  • Fault Tolerance
    Spark Streaming provides fault tolerance by using Spark's micro-batching approach, which allows the system to recover data in case of a failure.
  • Ease of Use
    Spark Streaming provides high-level APIs in Java, Scala, and Python, making it relatively easy to develop and deploy streaming applications quickly.
  • Unified Platform
    It provides a unified platform for both batch and streaming data processing, allowing reuse of code and resources across different types of workloads.

Possible disadvantages of Spark Streaming

  • Latency
    Spark Streaming operates on a micro-batch processing model, which introduces latency compared to real-time processing. This may not be suitable for applications requiring immediate responses.
  • Complexity
    While it integrates well with other Spark components, building complex streaming applications can still be challenging and may require expertise in distributed systems and stream processing concepts.
  • Resource Management
    Efficiently managing cluster resources and tuning the system can be difficult, especially when dealing with variable workload and ensuring optimal performance.
  • Backpressure Handling
    Handling backpressure effectively can be a challenge in Spark Streaming, requiring careful management to prevent resource saturation or data loss.
  • Limited Windowing Support
    Compared to some stream processing frameworks, Spark Streaming has more limited options for complex windowing operations, which can restrict some advanced use cases.

VirtualBox videos

+ Add

VirtualBox vs VMware Player - In-Depth Comparison on Ubuntu 18.04

More videos:

  • Review - Oracle VM VirtualBox Review (Real User: Erik Benner)
  • Tutorial - How to Use VirtualBox (Beginners Guide)

Spark Streaming videos

+ Add

Spark Streaming Vs Kafka Streams || Which is The Best for Stream Processing?

More videos:

  • Tutorial - Spark Streaming Vs Structured Streaming Comparison | Big Data Hadoop Tutorial

Category Popularity

0-100% (relative to VirtualBox and Spark Streaming)

VirtualBox

Spark Streaming

Cloud Computing
100 100%
Cloud Computing
0% 0
Stream Processing
0 0%
Stream Processing
100% 100
Virtualization
100 100%
Virtualization
0% 0
Data Management
0 0%
Data Management
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 VirtualBox and Spark Streaming

VirtualBox Reviews

Best Alternatives of VirtualBox for Windows
I’m sure you can appreciate the irony in the name of this program, but this is also a very accurate description of what Portable-VirtualBox is. In essence, this free and open source program is VirtualBox and does not need to be installed, making it useful even if it is contained on a USB drive. Portable-VirtualBox works by virtually downloading and installing VirtualBox on...
Source: www.bollyinside.com
10 Best VMware Alternatives and Similar Software
VirtualBox now supports a broad number of guest operating systems and operates on Windows, Linux, Macintosh, and Solaris hosts. VirtualBox is constantly evolving, with regular patches and an ever-growing list of features, and it supports various OSs and platforms.
Source: www.regendus.com
12 Best FREE Virtual Machine (VM) Software in 2020
VirtualBox is an open-source hypervisor for x86 computers. This tool supports the creation and management of virtual machines. It runs on Windows, Linux, BSD, and others.
Source: www.guru99.com
What are the Top Most Open Source Virtualization Software?
VirtualBox provides full virtualization for any operating system to run in a virtual environment with all the software installed within, abstracted from the existing operating system.
Source: www.hitechnectar.com
7 VirtualBox Alternatives You Can Consider
There are lots of virtualization software out there that let you run multiple applications from different platforms in the same hardware. One of them is VirtualBox by Oracle Corporation. VirtualBox is an open source and freeware that lets users create a virtual environment to run a different operating system on the same machine. It runs on Windows, Linux, macOS, and Solaris....
Source: www.techuntold.com

Spark Streaming Reviews

We have no reviews of Spark Streaming yet.
Be the first one to post

Social recommendations and mentions

Based on our record, VirtualBox should be more popular than Spark Streaming. It has been mentiond 32 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.

VirtualBox mentions (32)

  • Barbie Secret Agent game for Mac
    Also, if your sister has an Intel Mac instead of an M1 Mac, I highly suggest VirtualBox and setting up something like Windows XP on that instead of Windows 11-- the steps will be pretty similar, and VirtualBox is free. Source: over 1 year ago
  • Is virtualbox.org down?
    I am unable to reach any page within the virtualbox.org domain including forums, but I can't find any post online about others having this issue. Is there a known problem at virtualbox.org or should I look locally? I usually get the error 502 - Bad Gateway. Source: over 1 year ago
  • Multipass: Ubuntu Virtual Machines Made Easy
    Some of these tools include Oracle VM VirtualBox (that I've used since before the acquisition of Sun Microsystems by Oracle), VMWare Workstation Player, and QEMU, but last year, I found out about Multipass. - Source: dev.to / over 1 year ago
  • Can I use a Mac?
    You can use a Mac, then use Parallels or Virtual Box for any virtual machines you might need(I prefer Parallels). There are Educational versions of Windows amongst other Microsoft products available to you through NJIT. Source: almost 2 years ago
  • Will anyone continue on debian 11?
    I thought Debian doesn't have VB packages? Or are you the talking about the ones from http://virtualbox.org web site? Source: about 2 years ago
View more

Spark Streaming mentions (5)

  • RisingWave Turns Four: Our Journey Beyond Democratizing Stream Processing
    The last decade saw the rise of open-source frameworks like Apache Flink, Spark Streaming, and Apache Samza. These offered more flexibility but still demanded significant engineering muscle to run effectively at scale. Companies using them often needed specialized stream processing engineers just to manage internal state, tune performance, and handle the day-to-day operational challenges. The barrier to entry... - Source: dev.to / 2 months ago
  • Streaming Data Alchemy: Apache Kafka Streams Meet Spring Boot
    Apache Spark Streaming: Offers micro-batch processing, suitable for high-throughput scenarios that can tolerate slightly higher latency. https://spark.apache.org/streaming/. - Source: dev.to / 10 months ago
  • Choosing Between a Streaming Database and a Stream Processing Framework in Python
    Other stream processing engines (such as Flink and Spark Streaming) provide SQL interfaces too, but the key difference is a streaming database has its storage. Stream processing engines require a dedicated database to store input and output data. On the other hand, streaming databases utilize cloud-native storage to maintain materialized views and states, allowing data replication and independent storage scaling. - Source: dev.to / over 1 year ago
  • Machine Learning Pipelines with Spark: Introductory Guide (Part 1)
    Spark Streaming: The component for real-time data processing and analytics. - Source: dev.to / over 2 years ago
  • Spark for beginners - and you
    Is a big data framework and currently one of the most popular tools for big data analytics. It contains libraries for data analysis, machine learning, graph analysis and streaming live data. In general Spark is faster than Hadoop, as it does not write intermediate results to disk. It is not a data storage system. We can use Spark on top of HDFS or read data from other sources like Amazon S3. It is the designed... - Source: dev.to / over 3 years ago

What are some alternatives?

When comparing VirtualBox and Spark Streaming, you can also consider the following products

VMware Workstation - VMware Workstation is a multiple operating system handler to easily evaluate the any other type of new operating systems.

Confluent - Confluent offers a real-time data platform built around Apache Kafka.

QEMU - QEMU (short for "Quick EMUlator") is a free and open-source hosted hypervisor that...

Google Cloud Dataflow - Google Cloud Dataflow is a fully-managed cloud service and programming model for batch and streaming big data processing.

Proxmox VE - Proxmox is an open-source server virtualization management solution that offers the ability to manage virtual server technology with the Linux OpenVZ and KVM technology.

Amazon Kinesis - Amazon Kinesis services make it easy to work with real-time streaming data in the AWS cloud.

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