Software Alternatives, Accelerators & Startups

Alibaba Object Storage Service VS Apache Kafka

Compare Alibaba Object Storage Service VS Apache Kafka and see what are their differences

Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Alibaba Object Storage Service logo Alibaba Object Storage Service

Alibaba Object Storage Service is an encrypted and secure cloud storage service which stores, processes and accesses massive amounts of data

Apache Kafka logo Apache Kafka

Apache Kafka is an open-source message broker project developed by the Apache Software Foundation written in Scala.
  • Alibaba Object Storage Service Landing page
    Landing page //
    2023-09-21
  • Apache Kafka Landing page
    Landing page //
    2022-10-01

Alibaba Object Storage Service features and specs

  • Scalability
    Alibaba Object Storage Service (OSS) offers virtually unlimited storage capacity, allowing businesses to scale their storage needs up or down based on demand.
  • Cost-Effectiveness
    OSS provides a pay-as-you-go pricing model, which helps optimize costs as users only pay for the storage and resources they actually use.
  • Global Accessibility
    With a global network of data centers, OSS enables fast and reliable data access from anywhere in the world, helping businesses operate at a global scale.
  • Durability and Reliability
    OSS is designed to provide high durability and availability for stored data, featuring multiple copies across data centers to prevent data loss.
  • Security Features
    Alibaba OSS includes comprehensive security features like data encryption, access control policies, and real-time monitoring to ensure data protection.
  • Integration
    OSS integrates seamlessly with various Alibaba Cloud services and third-party applications, allowing for streamlined workflows and process automation.

Possible disadvantages of Alibaba Object Storage Service

  • Complex Pricing Structure
    The pricing model can be complex with various charges for data storage, transfer, and API requests, which might make cost predictions challenging.
  • Learning Curve
    New users may face a learning curve in understanding and utilizing all the features and configurations offered by Alibaba's OSS.
  • Support Limitations
    Some users may find the customer support options limited or difficult to access, which can hinder problem resolution and implementation.
  • Region-Specific Features
    Certain features or performance enhancements may only be available in specific geographic regions, which could limit capabilities for some users.
  • Data Transfer Costs
    While storage costs are competitive, data transfer, especially out of Alibaba Cloud, can incur significant expenses, impacting overall cost efficiency.

Apache Kafka features and specs

  • High Throughput
    Kafka is capable of handling thousands of messages per second due to its distributed architecture, making it suitable for applications that require high throughput.
  • Scalability
    Kafka can easily scale horizontally by adding more brokers to a cluster, making it highly scalable to serve increased loads.
  • Fault Tolerance
    Kafka has built-in replication, ensuring that data is replicated across multiple brokers, providing fault tolerance and high availability.
  • Durability
    Kafka ensures data durability by writing data to disk, which can be replicated to other nodes, ensuring data is not lost even if a broker fails.
  • Real-time Processing
    Kafka supports real-time data streaming, enabling applications to process and react to data as it arrives.
  • Decoupling of Systems
    Kafka acts as a buffer and decouples the production and consumption of messages, allowing independent scaling and management of producers and consumers.
  • Wide Ecosystem
    The Kafka ecosystem includes various tools and connectors such as Kafka Streams, Kafka Connect, and KSQL, which enrich the functionality of Kafka.
  • Strong Community Support
    Kafka has strong community support and extensive documentation, making it easier for developers to find help and resources.

Possible disadvantages of Apache Kafka

  • Complex Setup and Management
    Kafka's distributed nature can make initial setup and ongoing management complex, requiring expert knowledge and significant administrative effort.
  • Operational Overhead
    Running Kafka clusters involves additional operational overhead, including hardware provisioning, monitoring, tuning, and scaling.
  • Latency Sensitivity
    Despite its high throughput, Kafka may experience increased latency in certain scenarios, especially when configured for high durability and consistency.
  • Learning Curve
    The concepts and architecture of Kafka can be difficult for new users to grasp, leading to a steep learning curve.
  • Hardware Intensive
    Kafka's performance characteristics often require dedicated and powerful hardware, which can be costly to procure and maintain.
  • Dependency Management
    Managing Kafka's dependencies and ensuring compatibility between versions of Kafka, Zookeeper, and other ecosystem tools can be challenging.
  • Limited Support for Small Messages
    Kafka is optimized for large throughput and can be inefficient for applications that require handling a lot of small messages, where overhead can become significant.
  • Operational Complexity for Small Teams
    Smaller teams might find the operational complexity and maintenance burden of Kafka difficult to manage without a dedicated operations or DevOps team.

Alibaba Object Storage Service videos

No Alibaba Object Storage Service videos yet. You could help us improve this page by suggesting one.

Add video

Apache Kafka videos

Apache Kafka Tutorial | What is Apache Kafka? | Kafka Tutorial for Beginners | Edureka

More videos:

  • Review - Apache Kafka - Getting Started - Kafka Multi-node Cluster - Review Properties
  • Review - 4. Apache Kafka Fundamentals | Confluent Fundamentals for Apache Kafka®
  • Review - Apache Kafka in 6 minutes
  • Review - Apache Kafka Explained (Comprehensive Overview)
  • Review - 2. Motivations and Customer Use Cases | Apache Kafka Fundamentals

Category Popularity

0-100% (relative to Alibaba Object Storage Service and Apache Kafka)
Cloud Storage
100 100%
0% 0
Stream Processing
0 0%
100% 100
Cloud Computing
100 100%
0% 0
Data Integration
0 0%
100% 100

User comments

Share your experience with using Alibaba Object Storage Service and Apache Kafka. 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 Alibaba Object Storage Service and Apache Kafka

Alibaba Object Storage Service Reviews

We have no reviews of Alibaba Object Storage Service yet.
Be the first one to post

Apache Kafka Reviews

Best ETL Tools: A Curated List
Debezium is an open-source Change Data Capture (CDC) tool that originated from RedHat. It leverages Apache Kafka and Kafka Connect to enable real-time data replication from databases. Debezium was partly inspired by Martin Kleppmann’s "Turning the Database Inside Out" concept, which emphasized the power of the CDC for modern data pipelines.
Source: estuary.dev
Best message queue for cloud-native apps
If you take the time to sort out the history of message queues, you will find a very interesting phenomenon. Most of the currently popular message queues were born around 2010. For example, Apache Kafka was born at LinkedIn in 2010, Derek Collison developed Nats in 2010, and Apache Pulsar was born at Yahoo in 2012. What is the reason for this?
Source: docs.vanus.ai
Are Free, Open-Source Message Queues Right For You?
Apache Kafka is a highly scalable and robust messaging queue system designed by LinkedIn and donated to the Apache Software Foundation. It's ideal for real-time data streaming and processing, providing high throughput for publishing and subscribing to records or messages. Kafka is typically used in scenarios that require real-time analytics and monitoring, IoT applications,...
Source: blog.iron.io
10 Best Open Source ETL Tools for Data Integration
It is difficult to anticipate the exact demand for open-source tools in 2023 because it depends on various factors and emerging trends. However, open-source solutions such as Kubernetes for container orchestration, TensorFlow for machine learning, Apache Kafka for real-time data streaming, and Prometheus for monitoring and observability are expected to grow in prominence in...
Source: testsigma.com
11 Best FREE Open-Source ETL Tools in 2024
Apache Kafka is an Open-Source Data Streaming Tool written in Scala and Java. It publishes and subscribes to a stream of records in a fault-tolerant manner and provides a unified, high-throughput, and low-latency platform to manage data.
Source: hevodata.com

Social recommendations and mentions

Based on our record, Apache Kafka seems to be more popular. It has been mentiond 144 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.

Alibaba Object Storage Service mentions (0)

We have not tracked any mentions of Alibaba Object Storage Service yet. Tracking of Alibaba Object Storage Service recommendations started around Mar 2021.

Apache Kafka mentions (144)

View more

What are some alternatives?

When comparing Alibaba Object Storage Service and Apache Kafka, you can also consider the following products

IBM Cloud Object Storage - IBM Cloud Object Storage is a platform that offers cost-effective and scalable cloud storage for unstructured data.

RabbitMQ - RabbitMQ is an open source message broker software.

Wasabi Cloud Object Storage - Storage made simple. Faster than Amazon's S3. Less expensive than Glacier.

StatCounter - StatCounter is a simple but powerful real-time web analytics service that helps you track, analyse and understand your visitors so you can make good decisions to become more successful online.

Contabo Object Storage - S3-compatible cloud object storage with unlimited, free transfer at a fraction of what others charge. Easy migration & predictable billing. Sign up now & save.

Histats - Start tracking your visitors in 1 minute!