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Energy Efficient Distributed Systems

DZone

Energy efficiency has become a paramount concern in the design and operation of distributed systems due to the increasing demand for sustainable and environmentally friendly computing solutions.

Energy 169
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Leveraging Observability Techniques for Energy Efficiency Optimization in Data Centers

DZone

Data centers play a critical role in the digital era, as they provide the necessary infrastructure for processing, storing, and managing vast amounts of data required to support modern applications and services. Therefore, achieving energy efficiency in data centers has become a priority for organizations across various industries.

Energy 177
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Sustainable IT: Optimize your hybrid-cloud carbon footprint

Dynatrace

If you’re running your own data center, you can start powering it with green energy purchased through your utility company. The complication with this approach is that your energy bill will likely increase. Next, we consider possible energy savings in the data center. So you’ll have to look elsewhere for energy savings!”

Cloud 213
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Understanding operational 5G: a first measurement study on its coverage, performance and energy consumption

The Morning Paper

Understanding operational 5G: a first measurement study on its coverage, performance and energy consumption , Xu et al., energy consumption). The bulk of this latency comes from on-device frame processing, not network transmission delay. Energy Consumption. It accounted for 55.18% of the total energy budget of the phone!

Energy 130
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Don’t follow the sun: Scheduling compute workloads to chase green energy can be counter-productive

Adrian Cockcroft

Sunset in Morocco — photo taken by Adrian We want to reduce carbon emissions of our compute and storage workloads, and one way of doing this is to choose a time and place where the “grid mix” of energy consumed is less carbon intensive.

Energy 52
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Visualizing IoT Data With MQTT, QuestDB, and Grafana

DZone

Monitoring Time-Series IoT Device Data Time-series data is crucial for IoT device monitoring and data visualization in industries such as agriculture, renewable energy, and meteorology. In this tutorial, we will guide you through the process of setting up a monitoring system for IoT device data.

IoT 241
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Observability engineering: Getting Prometheus metrics right for Kubernetes with Dynatrace and Kepler

Dynatrace

This covers the infrastructure, processes, and the application stack, including tracing, profiling, and logs. Kubernetes-based efficient power level exporter (Kepler) is a Prometheus exporter that uses ML models to estimate the energy consumption of Kubernetes pods. Labels we don’t need. Jolly good!

Metrics 182