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InfluxData VS OpenCensus

Compare InfluxData VS OpenCensus and see what are their differences

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InfluxData logo InfluxData

Scalable datastore for metrics, events, and real-time analytics.

OpenCensus logo OpenCensus

Application and Data, Monitoring, and Monitoring Tools
  • InfluxData Landing page
    Landing page //
    2023-07-30
  • OpenCensus Landing page
    Landing page //
    2023-05-25

InfluxData features and specs

  • High Performance
    InfluxData's InfluxDB is designed to handle high write and query loads, making it suitable for time-series data and real-time applications.
  • Open-Source
    The core InfluxDB product is open-source, allowing for transparency, community contributions, and the option to self-host the database.
  • Scalability
    InfluxDB offers horizontal scalability, enabling users to handle increasing volumes of data efficiently through clustering.
  • Built-In Data Processing
    InfluxData offers integrated tools for data processing and scripting, such as Kapacitor for real-time processing and Flux for advanced querying.
  • Rich Ecosystem
    InfluxData provides a comprehensive ecosystem including Telegraf for data collection, Chronograf for visualization, and Kapacitor for alerting and processing.
  • Time-Series Focused
    InfluxDB is optimized for time-series data, offering specialized features like time-based retention policies, continuous queries, and downsampling.
  • Easy Integration
    InfluxDB integrates well with many third-party data visualization and monitoring tools such as Grafana, making it easier to build end-to-end solutions.

Possible disadvantages of InfluxData

  • Complexity
    The comprehensive features and tools in the InfluxData ecosystem can result in a steeper learning curve, especially for novices.
  • Cost
    While the open-source version is free, the enterprise and cloud-hosted versions come with a cost, which can be significant for small to mid-sized businesses.
  • Resource Intensive
    InfluxDB can be resource-intensive, especially under high loads, requiring significant hardware resources for optimal performance.
  • Limited SQL Support
    InfluxDB doesn’t fully support SQL, which can be a hurdle for users accustomed to traditional relational databases. It uses its own query languages like InfluxQL and Flux.
  • Fragmented Documentation
    Some users find the documentation fragmented or lacking in depth, which can make troubleshooting and advanced usage more challenging.
  • Data Backup and Restore
    Managing backups and restores in InfluxDB can be intricate and may require additional effort and tools to ensure data integrity and availability.

OpenCensus features and specs

  • Unified Tracing and Metrics
    OpenCensus provides a single API for capturing distributed traces and metrics, allowing developers to instrument their applications without needing to work with multiple different libraries.
  • Multiple Language Support
    OpenCensus supports a wide range of programming languages, enabling its use across diverse technology stacks and facilitating easy integration into existing projects.
  • Backend Agnostic
    OpenCensus can export data to various backends including Prometheus, Stackdriver, Zipkin, and more, offering flexibility in monitoring and observability solutions.
  • Automatically Instrumented Libraries
    It provides automatic instrumentation for many popular libraries and frameworks, reducing the effort required to add observability into an existing codebase.
  • Open Source
    As an open-source project, OpenCensus allows for community involvement, continuous improvement, and transparency, with the potential for community-driven innovations and support.

Possible disadvantages of OpenCensus

  • Complexity of Configuration
    Configuring OpenCensus can be complex, especially for users who are not familiar with distributed tracing and metrics collection, potentially increasing the learning curve.
  • Integration Overhead
    Despite offering automatic instrumentation, integrating OpenCensus into a large existing application may still require significant effort and testing.
  • Performance Overhead
    Like any monitoring system, OpenCensus introduces some performance overhead that could impact application performance, particularly if not properly configured.
  • Fragmented Documentation
    The documentation for OpenCensus can be fragmented or lacking in certain areas, making it difficult for new users to find comprehensive guides or troubleshooting information.
  • Deprecation and Transition to OpenTelemetry
    OpenCensus is being merged into OpenTelemetry, which could lead to deprecation, and users might eventually need to transition to or adopt OpenTelemetry for continued support and updates.

Analysis of InfluxData

Overall verdict

  • Yes, InfluxData is considered good for dealing with time-series data.

Why this product is good

  • Specialized Time-Series Database: InfluxData offers InfluxDB, which is specifically tailored for handling time-series data, making it highly efficient for this purpose.
  • Scalability: InfluxDB is known for its high performance and scalability, which is advantageous for applications requiring the processing of large volumes of data quickly.
  • Rich Ecosystem: It provides a comprehensive suite of tools for data collection, analysis, and visualization, which includes the TICK stack (Telegraf, InfluxDB, Chronograf, and Kapacitor).
  • Ease of Use: The product offerings are designed to be user-friendly, reducing the complexity of setting up and managing time-series databases.
  • Strong Community Support: InfluxData has a robust community and good documentation, which is beneficial for troubleshooting and getting the most out of its tools.

Recommended for

  • IoT Applications: For organizations dealing with IoT devices generating large amounts of time-stamped data.
  • DevOps Monitoring: Useful for monitoring infrastructure and applications due to its ability to collect and store real-time metrics.
  • Finance: Can be employed to track stock prices, or other financial metrics over time.
  • Research: For scientific data that requires precise timestamping and quick retrieval.
  • Energy Management: Ideal for tracking and analyzing power consumption over time.

InfluxData videos

+ Add

Barbara Nelson [InfluxData] | Best Practices for Data Ingestion into InfluxDB

OpenCensus videos

+ Add

Custom metrics with OpenCensus

More videos:

  • Review - OpenTelemetry: Overview & Backwards Compatibility of OpenTracing + OpenCensus - Steve Flanders
  • Review - OpenTelemetry: Overview & Backwards Compatibility of OpenTracing + OpenCensus - Steve Flanders

Category Popularity

0-100% (relative to InfluxData and OpenCensus)

InfluxData

OpenCensus

Databases
100 100%
Databases
0% 0
Dev Ops
0 0%
Dev Ops
100% 100
Time Series Database
100 100%
Time Series Database
0% 0
Cloud
0 0%
Cloud
100% 100

User comments

Share your experience with using InfluxData and OpenCensus. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare InfluxData and OpenCensus

InfluxData Reviews

ReductStore vs. MinIO & InfluxDB on LTE Network: Who Really Wins the Speed Race?
Maintaining consistency between multiple databases, like MinIO and InfluxDB, adds a layer of complexity. In our setup, MinIO, used for blob storage, is linked to data points in InfluxDB via its filename. Any inconsistencies or mismatches between the two could potentially result in data loss. Furthermore, we need to query both databases, which is quite inefficient. Lastly,...
Source: www.reduct.store
Apache Druid vs. Time-Series Databases
We occasionally get questions regarding how Apache Druid differs from time-series databases (TSDB) such as InfluxDB or Prometheus, and when to use each technology. This short post serves to help answer these questions.
Source: imply.io
4 Best Time Series Databases To Watch in 2019
InfluxDB is part of the TICK stack : Telegraf, InfluxDB, Chronograf and Kapacitor. InfluxData provides, out of the box, a visualization tool (that can be compared to Grafana), a data processing engine that binds directly with InfluxDB, and a set of more than 50+ agents that can collect real-time metrics for a lot of different data sources.
Source: medium.com

OpenCensus Reviews

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

Social recommendations and mentions

Based on our record, OpenCensus should be more popular than InfluxData. It has been mentiond 13 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.

InfluxData mentions (2)

  • Can i log data into excel/csv using aws?
    I would highly recommend using a proper Time Series Database like QuestDB or InfluxDB to do this instead. You can always export data from wither of those two into Excel if your boss wants it in excel, but it's much easier to do data transformations, create graphs and reports, etc. If you have all the data in a proper database. Source: over 3 years ago
  • How to stream IoT data into Excel
    I would suggest using something better suited to IoT data than ... a spreadsheet. I'd recommend looking at one of the Time Series Databases for this. 1) QuestDB or 2) InfluxDB as these are much better suited to streaming data. Source: over 3 years ago

OpenCensus mentions (13)

  • OpenTelemetry Journey #01 - Important concepts
    First of all, let's start with the basics. There are some important concepts to be clarified before we dive into the OpenTelemetry world. The vast majority of the naming conventions and concepts are from projects and papers that inspired OpenTelemetry, such as OpenTracing, OpenCensus and Dapper. - Source: dev.to / about 1 year ago
  • OpenTelemetry Journey #00 - Introduction to OpenTelemetry
    OpenTelemetry it's a result from the merge of two important projects that are now archived: OpenTracing and OpenCensus. The project is incubated in Cloud Native Computing Foundation (CNCF) and has a strong community behind it. The CNCF is part of the Linux Foundation and hosts critical components of the global technology infrastructure, including Kubernetes and Prometheus. Currently, OpenTelemetry is the second... - Source: dev.to / over 1 year ago
  • Distributed Tracing with OpenTelemetry - Part I
    OpenTelemetry was born from the merger of two other standards that decided to unify forces instead of competing with each other; these projects were OpenTracing and OpenCensus. - Source: dev.to / over 2 years ago
  • Google Cloud Reference
    OpenCensus: Cloud native observability framework 🔗Link. - Source: dev.to / over 2 years ago
  • Tracing Gorm queries with OpenCensus & Google Cloud Tracing
    At incident.io we use gorm.io as the ORM library for our Postgres database, it's a really powerful tool and one I'm very glad for after years of working with hand-rolled SQL in Go & Postgres apps. You may have seen from our other blog posts that we're heavily invested in tracing, specifically with Google Cloud Tracing via OpenCensus libraries. A huge amount of our application's time is spent talking to Postgres... - Source: dev.to / almost 3 years ago
View more

What are some alternatives?

When comparing InfluxData and OpenCensus, you can also consider the following products

TimescaleDB - TimescaleDB is a time-series SQL database providing fast analytics, scalability, with automated data management on a proven storage engine.

OpenTracing - Consistent, expressive, vendor-neutral APIs for distributed tracing and context propagation.

Prometheus - An open-source systems monitoring and alerting toolkit.

Thanos.io - Open source, highly available Prometheus setup with long term storage capabilities.

Amazon EMR - Amazon Elastic MapReduce is a web service that makes it easy to quickly process vast amounts of data.

Metricbeat - Download Metricbeat, the open source tool for shipping metrics from operating systems and services such as Apache web server, Redis, NGINX, and more.

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