Apache SkyWalking vs OpenCensus
Overview
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CLI (Node.js)
Manual
Detailed Comparison
It is a set of libraries for various languages that allow you to collect application metrics and distributed traces, then transfer the data to a backend of your choice in real time. This data can be analyzed by developers and admins to understand the health of the application and debug problems. | It is an open source application performance monitoring for distributed system. It provides tracing, service mesh observability, metrics analysis, alarm and visualization. |
Standard wire protocols;
Consistent APIs for handling trace and metric data | Service, service instance, endpoint metrics analysis;
Root cause analysis. Profile the code on the runtime;
Service topology map analysis;
Service, service instance and endpoint dependency analysis;
Slow services and endpoints detected;
Performance optimization;
Distributed tracing and context propagation;
Database access metrics. Detect slow database access statements(including SQL statements).;
Browser performance monitoring |
Statistics | |
GitHub Stars - | GitHub Stars 24.6K |
GitHub Forks - | GitHub Forks 6.6K |
Stacks 644 | Stacks 14 |
Followers 21 | Followers 18 |
Votes 0 | Votes 0 |
Integrations | |
What are some alternatives to OpenCensus, Apache SkyWalking?
New Relic
The world’s best software and DevOps teams rely on New Relic to move faster, make better decisions and create best-in-class digital experiences. If you run software, you need to run New Relic. More than 50% of the Fortune 100 do too.
Datadog
Datadog is the leading service for cloud-scale monitoring. It is used by IT, operations, and development teams who build and operate applications that run on dynamic or hybrid cloud infrastructure. Start monitoring in minutes with Datadog!
Grafana
Grafana is a general purpose dashboard and graph composer. It's focused on providing rich ways to visualize time series metrics, mainly though graphs but supports other ways to visualize data through a pluggable panel architecture. It currently has rich support for for Graphite, InfluxDB and OpenTSDB. But supports other data sources via plugins.
Kibana
Kibana is an open source (Apache Licensed), browser based analytics and search dashboard for Elasticsearch. Kibana is a snap to setup and start using. Kibana strives to be easy to get started with, while also being flexible and powerful, just like Elasticsearch.
Prometheus
Prometheus is a systems and service monitoring system. It collects metrics from configured targets at given intervals, evaluates rule expressions, displays the results, and can trigger alerts if some condition is observed to be true.
Raygun
Raygun gives you a window into how users are really experiencing your software applications. Detect, diagnose and resolve issues that are affecting end users with greater speed and accuracy.
Nagios
Nagios is a host/service/network monitoring program written in C and released under the GNU General Public License.
AppSignal
AppSignal gives you and your team alerts and detailed metrics about your Ruby, Node.js or Elixir application. Sensible pricing, no aggressive sales & support by developers.
Netdata
Netdata collects metrics per second & presents them in low-latency dashboards. It's designed to run on all of your physical & virtual servers, cloud deployments, Kubernetes clusters & edge/IoT devices, to monitor systems, containers & apps
AppDynamics
AppDynamics develops application performance management (APM) solutions that deliver problem resolution for highly distributed applications through transaction flow monitoring and deep diagnostics.
