Software Alternatives, Accelerators & Startups

Dynatrace VS Apache Doris

Compare Dynatrace VS Apache Doris and see what are their differences

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Dynatrace logo Dynatrace

Cloud-based quality testing, performance monitoring and analytics for mobile apps and websites. Get started with Keynote today!

Apache Doris logo Apache Doris

Apache Doris is an open-source real-time data warehouse for big data analytics.
  • Dynatrace Landing page
    Landing page //
    2023-01-14
  • Apache Doris Apache Doris
    Apache Doris //
    2024-01-10

Dynatrace features and specs

  • Comprehensive Monitoring
    Dynatrace provides end-to-end visibility into your entire technology stack, from infrastructure and applications to user experiences. This comprehensive monitoring allows for a holistic view of performance and helps in identifying and resolving issues quickly.
  • AI-Powered Insights
    The platform leverages artificial intelligence to deliver precise, context-aware insights. Its AI engine, Davis, automatically detects anomalies, identifies root causes, and provides actionable recommendations, reducing the mean time to resolution (MTTR).
  • Automatic Dependency Detection
    Dynatrace automatically discovers applications and their dependencies, mapping out detailed service flows without requiring manual configuration. This feature is particularly beneficial in dynamic and complex environments.
  • Scalability and Flexibility
    Dynatrace is designed to scale seamlessly with your infrastructure, whether you're operating in a small, medium, or large enterprise environment. It supports a broad range of technologies and can integrate with various third-party tools.
  • Real User Monitoring (RUM)
    The platform offers robust real user monitoring capabilities, which track real user interactions with your applications in real-time. This helps in understanding user behavior, performance impact, and areas for improvement.

Possible disadvantages of Dynatrace

  • Cost
    Dynatrace tends to be on the pricier side compared to some other monitoring solutions. The cost can be a significant factor, especially for smaller organizations with limited budgets.
  • Learning Curve
    While Dynatrace offers a very powerful set of tools, they can be complex to use and require some time to learn. New users may need considerable training to utilize the platform effectively.
  • Resource Intensive
    Dynatrace can be resource-intensive, requiring a substantial amount of system resources to collect and analyze large volumes of data. This could potentially impact the performance of monitored infrastructure in some cases.
  • Customization Limitations
    While Dynatrace provides extensive monitoring capabilities out-of-the-box, some users may find its customization options limited compared to other platforms that offer more tailor-made solutions.
  • Dependency on Internet Connectivity
    For its full capabilities, Dynatrace requires a consistent internet connection, which could be seen as a downside for organizations with limited or unstable internet access.

Apache Doris features and specs

  • High Performance
    Apache Doris is designed to deliver high query performance, especially for aggregate queries, due to its columnar storage and vectorized execution engine.
  • Real-time Analytics
    Supports real-time data analytics with low latency, thanks to its efficient data ingestion processes and real-time data update capabilities.
  • Unified Analytics
    Provides a unified platform that supports both real-time and batch data processing, offering flexibility for different analytical workloads.
  • Ease of Use
    Features a SQL-like interface, which makes it accessible for users familiar with SQL, reducing the learning curve.
  • Scalability
    Can scale out horizontally, allowing it to handle increasing volumes of data and user queries by adding more nodes to the cluster.

Possible disadvantages of Apache Doris

  • Ecosystem Integration
    While improving, the ecosystem isn't as mature as older database management systems, which might pose integration challenges with certain tools.
  • Community Support
    Being a relatively newer project, it may not have as large a community or as extensive third-party support as more established databases.
  • Complexity in Setup
    Initial setup and configuration can be complex, especially for users not already familiar with similar distributed systems.
  • Limited Use Cases
    Optimized specifically for online analytical processing (OLAP), it may not be suitable for all types of databases or transactional use cases.
  • Features Maturity
    Some features may lack the maturity and robustness found in more mature and widely adopted database systems, requiring careful evaluation based on project needs.

Dynatrace videos

Dynatrace Demo - 5 minute getting started overview

More videos:

  • Review - How Dynatrace Works
  • Review - Dynatrace Year 2016 In Review

Apache Doris videos

No Apache Doris videos yet. You could help us improve this page by suggesting one.

Add video

Category Popularity

0-100% (relative to Dynatrace and Apache Doris)
Monitoring Tools
100 100%
0% 0
Databases
0 0%
100% 100
Log Management
100 100%
0% 0
Relational Databases
0 0%
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 Dynatrace and Apache Doris

Dynatrace Reviews

Top 10 Grafana Alternatives in 2024
Dynatrace is a unified observability and security platform with amazing application management capabilities.
Source: middleware.io
Top 11 Grafana Alternatives & Competitors [2024]
Dynatrace is a comprehensive observability and application performance management (APM) platform designed for monitoring that can be used as a Grafana alternative. It offers a wide range of features and capabilities to monitor, diagnose, and optimize application performance in complex, dynamic environments.
Source: signoz.io
10 Best Grafana Alternatives [2023 Comparison]
Dynatrace is great for big businesses looking for enterprise-level monitoring. It’s great for providing essential business metrics across numerous digital platforms, and even implements casual AI to help automate complex workflows.
Source: sematext.com
5 Best DevSecOps Tools in 2023
There are many platforms that can be utilized for monitoring and alerting. Some examples are New Relic, Datadog, AWS CloudWatch, Sentry, Dynatrace, and others. Again, these providers each have pros and cons related to pricing, offering, ad vendor lock-in. So research the options to see what may possibly be best for a given situation.
The Top 10 Website Session Recording Tools for 2022
The Dynatrace session recording software allows you to capture every contact a customer has with your website. Dynatrace has a session replay interface that offers perceptions into the actions of your customers. With the support of these insights, you can produce flawless user experiences while also unifying business and IT. You can easily discover, troubleshoot, and fix...

Apache Doris Reviews

Log analysis: Elasticsearch vs Apache Doris
If you are looking for an efficient log analytic solution, Apache Doris is friendly to anyone equipped with SQL knowledge; if you find friction with the ELK stack, try Apache Doris provides better schema-free support, enables faster data writing and queries, and brings much less storage burden.

Social recommendations and mentions

Based on our record, Apache Doris seems to be more popular. It has been mentiond 6 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.

Dynatrace mentions (0)

We have not tracked any mentions of Dynatrace yet. Tracking of Dynatrace recommendations started around Mar 2021.

Apache Doris mentions (6)

  • Evolution of Data Sharding Towards Automation and Flexibility
    Like in many databases, Apache Doris shards data into partitions, and then a partition is further divided into buckets. Partitions are typically defined by time or other continuous values. This allows query engines to quickly locate the target data during queries by pruning irrelevant data ranges. - Source: dev.to / 9 months ago
  • Steps to industry-leading query speed: evolution of the Apache Doris execution engine
    What makes a modern database system? The three key modules are query optimizer, execution engine, and storage engine. Among them, the role of execution engine to the DBMS is like the chef to a restaurant. This article focuses on the execution engine of the Apache Doris data warehouse, explaining the secret to its high performance. - Source: dev.to / 9 months ago
  • Apache Doris for log and time series data analysis in NetEase, why not Elasticsearch and InfluxDB?
    For most people looking for a log management and analytics solution, Elasticsearch is the go-to choice. The same applies to InfluxDB for time series data analysis. These were exactly the choices of NetEase, one of the world's highest-yielding game companies but more than that. As NetEase expands its business horizons, the logs and time series data it receives explode, and problems like surging storage costs and... - Source: dev.to / 11 months ago
  • Multi-tenant workload isolation in Apache Doris: a better balance between isolation and utilization
    This is an in-depth introduction to the workload isolation capabilities of Apache Doris. But first of all, why and when do you need workload isolation? If you relate to any of the following situations, read on and you will end up with a solution:. - Source: dev.to / 12 months ago
  • SQL Convertor for Easy Migration from Presto, Trino, ClickHouse, and Hive to Apache Doris
    Apache Doris is an all-in-one data platform that is capable of real-time reporting, ad-hoc queries, data lakehousing, log management and analysis, and batch data processing. As more and more companies have been replacing their component-heavy data architecture with Apache Doris, there is an increasing need for a more convenient data migration solution. That's why the Doris SQL Convertor is made. - Source: dev.to / 12 months ago
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What are some alternatives?

When comparing Dynatrace and Apache Doris, you can also consider the following products

Datadog - See metrics from all of your apps, tools & services in one place with Datadog's cloud monitoring as a service solution. Try it for free.

ClickHouse - ClickHouse is an open-source column-oriented database management system that allows generating analytical data reports in real time.

AppDynamics - Get real-time insight from your apps using Application Performance Management—how they’re being used, how they’re performing, where they need help.

StarRocks - StarRocks offers the next generation of real-time SQL engines for enterprise-scale analytics. Learn how we make it easy to deliver real-time analytics.

Zabbix - Track, record, alert and visualize performance and availability of IT resources

Apache Hive - Apache Hive data warehouse software facilitates querying and managing large datasets residing in distributed storage.