Average Ratings 0 Ratings
Average Ratings 0 Ratings
Description
Spark Streaming extends the capabilities of Apache Spark by integrating its language-based API for stream processing, allowing you to create streaming applications in the same manner as batch applications. This powerful tool is compatible with Java, Scala, and Python. One of its key features is the automatic recovery of lost work and operator state, such as sliding windows, without requiring additional code from the user. By leveraging the Spark framework, Spark Streaming enables the reuse of the same code for batch processes, facilitates the joining of streams with historical data, and supports ad-hoc queries on the stream's state. This makes it possible to develop robust interactive applications rather than merely focusing on analytics. Spark Streaming is an integral component of Apache Spark, benefiting from regular testing and updates with each new release of Spark. Users can deploy Spark Streaming in various environments, including Spark's standalone cluster mode and other compatible cluster resource managers, and it even offers a local mode for development purposes. For production environments, Spark Streaming ensures high availability by utilizing ZooKeeper and HDFS, providing a reliable framework for real-time data processing. This combination of features makes Spark Streaming an essential tool for developers looking to harness the power of real-time analytics efficiently.
Description
Velda offers a development environment that allows developers to execute jobs directly in the cloud or cluster without any additional setup required. This seamless access grants developers immediate availability of computational resources, such as GPUs, which are essential for tasks like machine learning training, simulations, and batch processing, all while delivering a user experience akin to local settings and allowing for complete customization. Furthermore, this solution simplifies the workflow, enabling teams to focus more on innovation rather than infrastructure management.
API Access
Has API
No
API Access
Has API
No
Screenshots View All
No images available
Integrations
Amazon EC2
No
Apache Spark
Yes
Google Compute Engine
No
Kubernetes
No
PubSub+ Platform
Yes
Integrations
Amazon EC2
Yes
Apache Spark
No
Google Compute Engine
Yes
Kubernetes
Yes
PubSub+ Platform
No
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
Open source available.
Contact for enterprise pricing.
Contact for enterprise pricing.
Free Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
Yes
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
Yes
Vendor Details
Company Name
Apache Software Foundation
Founded
1999
Country
United States
Website
spark.apache.org/streaming/
Vendor Details
Company Name
Velda
Founded
2025
Country
United States
Website
velda.io
Product Features
Product Features
Application Development
Access Controls/Permissions
Yes
Code Assistance
No
Code Refactoring
No
Collaboration Tools
No
Compatibility Testing
No
Data Modeling
No
Debugging
No
Deployment Management
Yes
Graphical User Interface
Yes
Mobile Development
No
No-Code
No
Reporting/Analytics
No
Software Development
Yes
Source Control
No
Testing Management
No
Version Control
No
Web App Development
No