Apache SkyWalking

Website

skywalking.apache.org

Pricing URL

-

$ Details

Categories

#Development #Tool #Monitoring Tools #Log Management #Exception Monitoring

Splunk

Website

splunk.com

Pricing URL

Official Splunk Pricing

$ Details

-

Categories

#Machine Data Analytics #Data Analysis #Data Analytics #Log Management

Apache SkyWalking features and specs

• Comprehensive Observability
  Apache SkyWalking provides end-to-end observability of distributed systems including service, process, and container metrics, as well as logs and events, enabling holistic monitoring and performance optimization.
• Distributed Tracing
  SkyWalking offers robust distributed tracing capabilities that allow users to trace requests end-to-end across various services and platforms, aiding in root cause analysis and performance monitoring.
• Open Source
  Being an open-source project under the Apache umbrella, SkyWalking benefits from community contributions, regular updates, and improvements, offering transparency and flexibility.
• Wide Protocol Support
  SkyWalking supports a wide range of protocols and platforms, such as HTTP, gRPC, Dubbo, and supports multiple languages including Java, .NET, Python, and more, making it versatile across different tech stacks.
• Dashboarding and Visualization
  The platform provides powerful dashboards and visualization tools, allowing users to easily interpret data, create custom dashboards, and derive insights from visual metrics.

Possible disadvantages of Apache SkyWalking

• Complex Setup
  Setting up and configuring SkyWalking can be complex, especially for organizations unfamiliar with distributed observability tools, potentially requiring significant time and expertise.
• Scalability Challenges
  While SkyWalking is designed for distributed systems, scaling its deployment for very large environments might present challenges, necessitating careful architectural planning.
• Resource Intensive
  SkyWalking can be resource-intensive, as it collects a large amount of telemetry data, which might lead to high overhead on system resources like CPU and memory.
• Learning Curve
  Due to its comprehensive feature set and various configurations, there can be a steep learning curve associated with effectively utilizing SkyWalking, particularly for new users.
• Limited UI Customization
  The user interface, while functional, offers limited customization options compared to some commercial observability solutions, which might be a limitation for users needing highly tailored dashboards.

Splunk features and specs

• Powerful Data Analysis
  Splunk provides robust data indexing and search capabilities, allowing users to analyze large volumes of log data with high flexibility and efficiency.
• Real-Time Processing
  Splunk enables real-time monitoring and analysis of data, which helps in immediate detection of anomalies and operational issues.
• Scalability
  Splunk can efficiently scale to handle large amounts of data from various sources, making it suitable for both small businesses and large enterprises.
• Wide Range of Integrations
  Splunk offers extensive integration options with numerous third-party applications and services, enhancing its functionalities and utility.
• User-Friendly Interface
  Splunk comes with a highly intuitive and user-friendly interface, which makes it easier for users to navigate and leverage its features without extensive training.
• Advanced Security Features
  Splunk includes comprehensive security features such as access controls, data encryption, and auditing capabilities to ensure data protection and compliance.

Possible disadvantages of Splunk

• High Cost
  Splunk is considered expensive compared to other data analytics tools, which can be a significant constraint for smaller organizations or those with limited budgets.
• Complex Licensing
  The licensing model for Splunk can be complex and confusing, often leading to issues in predicting costs and understanding the full extent of required licensing.
• Steep Learning Curve
  Despite its user-friendly interface, there is a steep learning curve associated with mastering Splunk’s advanced features and query language, which can be challenging for new users.
• Resource Intensive
  Splunk can be resource-intensive, requiring substantial computational power and storage, which might necessitate additional hardware investments.
• Custom App Development
  Building custom apps and dashboards in Splunk may require specialized knowledge of its proprietary language, which can limit customization for users without technical expertise.

Chapter04 Session10 - Apache Skywalking by Sheng Wu

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"Splunk Product Overview"

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