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Open Sustainable Technology

Green Monitoring Stack

An open-source stack that monitors the network, data center (compute / storage) infrastructure, third-party devices and external sources to understand the energy consumption and its relation to traffic and bandwidth, the cost and the carbon footprint at various levels of granularity.
https://github.com/cisco-open/green-monitoring

Category: Energy Systems
Sub Category: Building Energy Monitoring

Keywords

co2-emissions energy power sustainability

Keywords from Contributors

measur archiving transforms optimize projection animals compose generic observation conversion

Last synced: about 2 hours ago
JSON representation

Repository metadata

Tracks an open-source stack of services that monitor the energy and CO2-eq emissions of IOS-XR, NX-OS devices, Meraki switches, UCSs, ACI APIC nodes, Eaton and Raritan PDUs.

README.md

Green Monitoring Stack

Project Status: Active – The project has reached a stable, usable state and is being actively developed. License
Build For Better 2024 Winner

Table of contents

About the project

A monitoring stack with samples for collection and data exploration for sustainability purposes.

The data is collected from Network, DC (compute / storage) infrastructure, third-party devices and external sources to be able to understand the energy consumption and its relation to traffic and bandwidth, the cost and the carbon footprint of the environment at various levels of granularity.

KPIs

Element KPI
network device power power supply load power supply efficiency traffic bandwidth utilization power consumption ratio (PCR) - reference CO2-eq emissions (+ historical) cost
server power utilization temperature CO2-eq emissions cost
pdu power
rack power TBD: temperature

Technology stack

Architecture
Architecture

Captures data from:

  • IOS-XR routers
  • NX-OS switches
  • Meraki switches
  • UCS servers
  • ACI APIC
  • Raritan PDUs
  • Eaton PDUs

Stores data in:

  • InfluxDB v2

Exposes data in:

  • Grafana

Data Flow:

IOS-XR
NX-OS
Meraki
ACI APIC                   -> Telegraf     ->     InfluxDB     -> Grafana
UCS: REDFISH/CIMC/UCSM
Raritan PDUs
Eaton PDUs

Getting started

Prerequisites

Use these instructions.

Configuration

Use these instructions.

Installation

Use these instructions.

Usage

Access

Access the two following WebUIs by replacing the HOST_IP placeholder with the reachable IP address of the host that runs the stack:

  • Grafana - hosts custom visualizations.
  • Influx (credentials based on .env) - for exploration of raw data.

Dashboards

Overview power - Meraki - organization/switches
Overview power - Meraki - organization/switches

Overview power - DC - Nexus
Overview power - DC - Nexus

Overview CO2-eq emissions - DC - Nexus
Overview CO2-eq emissions - DC - Nexus

Overview power - NCS, ASR 9K, Cisco 8K
Overview power - NCS, ASR 9K, Cisco 8K

Overview CO2-eq emissions - NCS, ASR 9K, Cisco 8K
Overview CO2-eq emissions - NCS, ASR 9K, Cisco 8K

Historical overview of CO2-eq emissions - Fretta
Historical overview of CO2-eq emissions - Fretta

Power - DC - UCS
Power - DC - UCS

Temperature - DC - UCS
Temperature - DC - UCS

Utilization - DC - UCS
Utilization - DC - UCS

Rack view - DC - UCS 1/3
Rack view - DC - UCS 1/3

Rack view - DC - UCS 2/3
Rack view - DC - UCS 2/3

Rack view - DC - UCS 3/3
Rack view - DC - UCS 3/3

PDUs - Raritan
PDUs - Raritan

PDUs - Eaton
PDUs - Eaton

Cost - DC - Nexus and UCS
Cost - DC - Nexus and UCS

PCR (Power consumption ratio) versus Traffic
PCR versus traffic - Cisco 8201

PCR (Power consumption ratio) versus Bandwidth utilization - concept
PCR versus bandwidth utilization

PCR (Power consumption ratio) versus Bandwidth utilization - NCS
PCR versus bandwidth utilization

PCR (Power consumption ratio) versus Bandwidth utilization - ASR 9K and Cisco 8K
PCR versus bandwidth utilization

Bandwidth utilization and distribution per interface
PCR versus bandwidth utilization

Specifications

The collections available are documented in SPECS.md.

FAQ

See FAQ.md.

Contributing

Contributions are highly appreciated. Please follow the guidelines documented in CONTRIBUTING.md.

License

Distributed under the Apache License Version 2.0. See the LICENSE for more information.

Contact

Acknowledgements

Owner metadata

GitHub Events

Total
Last Year

Committers metadata

Last synced: 1 day ago

Total Commits: 13
Total Committers: 4
Avg Commits per committer: 3.25
Development Distribution Score (DDS): 0.385

Commits in past year: 13
Committers in past year: 4
Avg Commits per committer in past year: 3.25
Development Distribution Score (DDS) in past year: 0.385

Name Email Commits
cprecup c****p@c****m 8
lelia l****a@m****m 3
Oleksii Borisenko b****i@g****m 1
dependabot[bot] 4****] 1

Committer domains:

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 5
Total pull requests: 10
Average time to close issues: about 1 month
Average time to close pull requests: 9 days
Total issue authors: 3
Total pull request authors: 4
Average comments per issue: 21.2
Average comments per pull request: 0.0
Merged pull request: 9
Bot issues: 1
Bot pull requests: 2

Past year issues: 1
Past year pull requests: 2
Past year average time to close issues: 3 months
Past year average time to close pull requests: 1 day
Past year issue authors: 1
Past year pull request authors: 2
Past year average comments per issue: 1.0
Past year average comments per pull request: 0.0
Past year merged pull request: 1
Past year bot issues: 0
Past year bot pull requests: 1

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/cisco-open/green-monitoring

Top Issue Authors

  • cprecup (3)
  • allstar-app[bot] (1)
  • manojkarmacharya-github (1)

Top Pull Request Authors

  • cprecup (6)
  • dependabot[bot] (2)
  • lelia (1)
  • oborys (1)

Top Issue Labels

  • enhancement (2)
  • bug (1)
  • allstar (1)

Top Pull Request Labels

  • enhancement (2)
  • dependencies (2)
  • bug (1)
  • documentation (1)

Dependencies

stack/docker-compose.yml docker
  • grafana/grafana 9.2.0
  • influxdb 2.0.4-alpine
stack/telegraf/Dockerfile docker
  • telegraf 1.24-alpine build
stack/telegraf/requirements.txt pypi
  • imcsdk ==0.9.12
  • pytz ==2023.3
  • pyyaml ==6.0
  • raritan ==20210223.0
  • requests ==2.31.0
  • ucsmsdk ==0.9.13
stack/telegraf/telegraf.d/raritan-power/requirements.txt pypi
  • pytz ==2022.1
  • pyyaml ==6.0
  • raritan ==20210223.0
stack/telegraf/telegraf.d/ucs-power-temp-util/requirements.txt pypi
  • imcsdk ==0.9.12
  • pyyaml ==6.0
  • ucsmsdk ==0.9.13

Score: 4.6443908991413725