Software Alternatives, Accelerators & Startups

Apache Spark VS Istio

Compare Apache Spark VS Istio and see what are their differences

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.

Istio logo Istio

Open platform to connect, manage, and secure microservices
  • Apache Spark Landing page
    Landing page //
    2021-12-31
  • Istio Landing page
    Landing page //
    2023-07-01

Apache Spark videos

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

Istio videos

Istio Service Mesh Explained

More videos:

  • Review - What is Istio?
  • Review - Module 1: Istio - Kubernetes - Getting Started - Installation and Sample Application Review

Category Popularity

0-100% (relative to Apache Spark and Istio)
Databases
100 100%
0% 0
Developer Tools
0 0%
100% 100
Big Data
100 100%
0% 0
Web And Application Servers

User comments

Share your experience with using Apache Spark and Istio. For example, how are they different and which one is better?
Log in or Post with

Reviews

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

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...
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...
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...

Istio Reviews

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

Social recommendations and mentions

Apache Spark might be a bit more popular than Istio. We know about 57 links to it since March 2021 and only 48 links to Istio. 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 (57)

  • Shades of Open Source - Understanding The Many Meanings of "Open"
    In contrast, Databricks maintains internal forks of Spark, Delta Lake, and Unity Catalog, using the same names for both the open-source versions and the features specific to the Databricks platform. While they do provide separate documentation, online discussions often reflect confusion about how to use features in the open-source versions that only exist on the Databricks platform. This creates a "muddying of the... - Source: dev.to / about 22 hours ago
  • Groovy 🎷 Cheat Sheet - 01 Say "Hello" from Groovy
    Recently I had to revisit the "JVM languages universe" again. Yes, language(s), plural! Java isn't the only language that uses the JVM. I previously used Scala, which is a JVM language, to use Apache Spark for Data Engineering workloads, but this is for another post 😉. - Source: dev.to / 3 months ago
  • 🦿🛴Smarcity garbage reporting automation w/ ollama
    Consume data into third party software (then let Open Search or Apache Spark or Apache Pinot) for analysis/datascience, GIS systems (so you can put reports on a map) or any ticket management system. - Source: dev.to / 5 months ago
  • Go concurrency simplified. Part 4: Post office as a data pipeline
    Also, this knowledge applies to learning more about data engineering, as this field of software engineering relies heavily on the event-driven approach via tools like Spark, Flink, Kafka, etc. - Source: dev.to / 6 months ago
  • Five Apache projects you probably didn't know about
    Apache SeaTunnel is a data integration platform that offers the three pillars of data pipelines: sources, transforms, and sinks. It offers an abstract API over three possible engines: the Zeta engine from SeaTunnel or a wrapper around Apache Spark or Apache Flink. Be careful, as each engine comes with its own set of features. - Source: dev.to / 6 months ago
View more

Istio mentions (48)

  • 26 Top Kubernetes Tools
    Istio is a service mesh that enables simpler networking, traffic management, service discovery, and monitoring for your Kubernetes clusters. It coordinates communications between your app's microservices, providing much more control than the plain Kubernetes Service model. - Source: dev.to / 4 days ago
  • eBPF, sidecars, and the future of the service mesh
    Bart: You raise a crucial point about the human aspect. While we address technical challenges, the time spent resolving errors detracts from other tasks. The community has developed products and projects to tackle these concerns and costs. One such example is Istio with Ambient Mesh. Another approach is sidecarless service meshes like Cilium Cluster Mesh. Can you explain what Ambient Mesh is and how it enhances... - Source: dev.to / 10 days ago
  • Multi-region YugabyteDB deployment on AWS EKS with Istio
    AWS EKS provides a managed Kubernetes service, simplifying cluster management and deployment. Istio, an open-source service mesh, enables traffic management, security, and observability across microservices. - Source: dev.to / about 2 months ago
  • Improve your EKS cluster with Istio and Cilium : Better networking and security
    Istio is a popular open-source service mesh framework that provides a comprehensive solution for managing, securing, and observing microservices-based applications running on Kubernetes. - Source: dev.to / 2 months ago
  • Optimal JMX Exposure Strategy for Kubernetes Multi-Node Architecture
    Leverage a service mesh like Istio or Linkerd to manage communication between microservices within the Kubernetes cluster. These service meshes can be configured to intercept JMX traffic and enforce access control policies. Benefits:. - Source: dev.to / 3 months ago
View more

What are some alternatives?

When comparing Apache Spark and Istio, 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.

linkerd - Linkerd is an ultralight service mesh for Kubernetes. It gives you observability, reliability, and security without requiring any code changes.

Apache Airflow - Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.

Zuul - Zuul is a program that drives continuous integration, delivery, and deployment systems with a focus...

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

nginx - A high performance free open source web server powering busiest sites on the Internet.