In high-temperature test scenarios, a Dell PowerEdge HS5620 server continued running an intensive workload without component warnings or failures, while a Supermicro SYS‑621C-TN12R server failed
Conclusion: Remain resilient in high temperatures with the Dell PowerEdge HS5620 to help increase efficiency
Increasing your data center’s temperature can help your organization make strides in energy efficiency and cooling cost savings. With servers that can hold up to these higher everyday temperatures—as well as high temperatures due to unforeseen circumstances—your business can continue to deliver the performance your apps and clients require.
When we ran an intensive floating-point workload on a Dell PowerEdge HS5620 and a Supermicro SYS-621CTN12R in three scenario types simulating typical operations at 25°C, a fan failure, and an HVAC malfunction, the Dell server experienced no component warnings or failures. In contrast, the Supermicro server experienced warnings in all three scenario types and experienced component failures in the latter two tests, rendering the system unusable. When we inspected and analyzed each system, we found that the Dell PowerEdge HS5620 server’s motherboard layout, fans, and chassis offered cooling design advantages.
For businesses aiming to meet sustainability goals by running hotter data centers, as well as those concerned with server cooling design, the Dell PowerEdge HS5620 is a strong contender to take on higher temperatures during day-to-day operations and unexpected malfunctions.
Choosing a server solution that supports additional GPUs is a great option for offloading your HPC workloads and maximizing server performance. We found that the maximum configuration of the Dell PowerEdge C4130 with four NVIDIA Tesla K80 GPU accelerators delivered up to 9.3 times more performance than the Dell PowerEdge C4130 without GPUs. In addition, choosing the right server solution to support GPUs for your HPC workloads can deliver additional performance while maintaining reasonable GPU temperatures. We found that the maximum configuration of the Dell PowerEdge C4130 with four NVIDIA Tesla K80 GPU accelerators delivered up to 28 percent better performance than the maximum configuration of the Supermicro 1028GR-TR with three NVIDIA Tesla K80 GPU accelerators. In our testing of internal temperatures, we found the peak GPU temperature of the Dell PowerEdge C4130 in the maximum configuration to be up to 13 degrees cooler than the Supermicro 1028GR-TR maximum configuration.
The added performance of NVIDIA Tesla K80 GPUs can be valuable for organizations running anything from advanced algorithms to rendering 3D graphics. The new Dell PowerEdge C4130 server supports up to four GPUs, providing the platform your organization needs in its datacenter to handle these compute-intensive workloads. The design of the PowerEdge C4130 helps lower internal GPU temperatures via internal airflow—bringing another benefit for your organization by potentially extending hardware and chip life.
Choosing a server solution that supports additional GPUs is a great option for offloading your HPC workloads and maximizing server performance. We found that the maximum configuration of the Dell PowerEdge C4130 with four NVIDIA Tesla K80 GPU accelerators delivered up to 9.3 times more performance than the Dell PowerEdge C4130 without GPUs. In addition, choosing the right server solution to support GPUs for your HPC workloads can deliver additional performance while maintaining reasonable GPU temperatures. We found that the maximum configuration of the Dell PowerEdge C4130 with four NVIDIA Tesla K80 GPU accelerators delivered up to 28 percent better performance than the maximum configuration of the Supermicro 1028GR-TR with three NVIDIA Tesla K80 GPU accelerators. In our testing of internal temperatures, we found the peak GPU temperature of the Dell PowerEdge C4130 in the maximum configuration to be up to 13 degrees cooler than the Supermicro 1028GR-TR maximum configuration.
The added performance of NVIDIA Tesla K80 GPUs can be valuable for organizations running anything from advanced algorithms to rendering 3D graphics. The new Dell PowerEdge C4130 server supports up to four GPUs, providing the platform your organization needs in its datacenter to handle these compute-intensive workloads. The design of the PowerEdge C4130 helps lower internal GPU temperatures via internal airflow—bringing another benefit for your organization by potentially extending hardware and chip life.
This document discusses evaluating server performance and power in high-temperature environments. It describes a study where a server system designed for up to 35°C was able to operate at up to 45°C under certain workload conditions. The study aims to determine how servers can support higher temperatures while maintaining power and thermal constraints. It also discusses how characterizing server performance at different temperatures and workloads could allow for more efficient data center provisioning during infrequent high-temperature periods.
This document discusses evaluating server performance and power in high-temperature environments. It describes a study where a server system designed for up to 35°C was able to operate at up to 45°C under certain workload conditions. The study aims to determine how servers can support higher temperatures while maintaining power and thermal constraints. It also discusses how characterizing server performance at different temperatures and workloads could allow for more efficient data center provisioning during infrequent high-temperature periods.
Choosing a server solution that supports additional GPUs is a great option for offloading your HPC workloads and maximizing server performance. We found that the maximum configuration of the Dell PowerEdge C4130 with four NVIDIA Tesla K80 GPU accelerators delivered up to 9.3 times more performance than the Dell PowerEdge C4130 without GPUs. In addition, choosing the right server solution to support GPUs for your HPC workloads can deliver additional performance while maintaining reasonable GPU temperatures. We found that the maximum configuration of the Dell PowerEdge C4130 with four NVIDIA Tesla K80 GPU accelerators delivered up to 28 percent better performance than the maximum configuration of the Supermicro 1028GR-TR with three NVIDIA Tesla K80 GPU accelerators. In our testing of internal temperatures, we found the peak GPU temperature of the Dell PowerEdge C4130 in the maximum configuration to be up to 13 degrees cooler than the Supermicro 1028GR-TR maximum configuration.
The added performance of NVIDIA Tesla K80 GPUs can be valuable for organizations running anything from advanced algorithms to rendering 3D graphics. The new Dell PowerEdge C4130 server supports up to four GPUs, providing the platform your organization needs in its datacenter to handle these compute-intensive workloads. The design of the PowerEdge C4130 helps lower internal GPU temperatures via internal airflow—bringing another benefit for your organization by potentially extending hardware and chip life.
Choosing a server solution that supports additional GPUs is a great option for offloading your HPC workloads and maximizing server performance. We found that the maximum configuration of the Dell PowerEdge C4130 with four NVIDIA Tesla K80 GPU accelerators delivered up to 9.3 times more performance than the Dell PowerEdge C4130 without GPUs. In addition, choosing the right server solution to support GPUs for your HPC workloads can deliver additional performance while maintaining reasonable GPU temperatures. We found that the maximum configuration of the Dell PowerEdge C4130 with four NVIDIA Tesla K80 GPU accelerators delivered up to 28 percent better performance than the maximum configuration of the Supermicro 1028GR-TR with three NVIDIA Tesla K80 GPU accelerators. In our testing of internal temperatures, we found the peak GPU temperature of the Dell PowerEdge C4130 in the maximum configuration to be up to 13 degrees cooler than the Supermicro 1028GR-TR maximum configuration.
The added performance of NVIDIA Tesla K80 GPUs can be valuable for organizations running anything from advanced algorithms to rendering 3D graphics. The new Dell PowerEdge C4130 server supports up to four GPUs, providing the platform your organization needs in its datacenter to handle these compute-intensive workloads. The design of the PowerEdge C4130 helps lower internal GPU temperatures via internal airflow—bringing another benefit for your organization by potentially extending hardware and chip life.
This document discusses evaluating server performance and power in high-temperature environments. It describes a study where a server system designed for up to 35°C was able to operate at up to 45°C under certain workload conditions. The study aims to determine how servers can support higher temperatures while maintaining power and thermal constraints. It also discusses how characterizing server performance at different temperatures and workloads could allow for more efficient data center provisioning during infrequent high-temperature periods.
This document discusses evaluating server performance and power in high-temperature environments. It describes a study where a server system designed for up to 35°C was able to operate at up to 45°C under certain workload conditions. The study aims to determine how servers can support higher temperatures while maintaining power and thermal constraints. It also discusses how characterizing server performance at different temperatures and workloads could allow for more efficient data center provisioning during infrequent high-temperature periods.
Data Center Cooling System Design: Reducing Cooling Costs and Power Consumpti...SimScale
Adequate data center rack cooling with the highest possible energy efficiency is one of the most critical aspects of DCIM. It is crucial to ensure sufficient mixing in the cold aisle, which is mainly depending on the supply flow rate and temperature.
This presentation was used in a free webinar hosted by SimScale, a cloud-based simulation platform. Watch the recording below to learn how computational fluid dynamics simulations can help you reduce the cooling cost of an existing data center by optimizing the supply air temperature and the supply air flow rate, based on the CFD results and cost functions.
- Webinar recording:
https://www.simscale.com/webinars-workshops/reduce-cooling-cost-data-centers/
- Blog article:
https://www.simscale.com/blog/2018/05/data-center-power-consumption/
- Simulation project template: https://www.simscale.com/projects/vaibhav_s/data_center_cooling_rci_1/
Data Center Cooling System Design: Reducing Cooling Costs and Power Consumpti...SimScale
Adequate data center rack cooling with the highest possible energy efficiency is one of the most critical aspects of DCIM. It is crucial to ensure sufficient mixing in the cold aisle, which is mainly depending on the supply flow rate and temperature.
This presentation was used in a free webinar hosted by SimScale, a cloud-based simulation platform. Watch the recording below to learn how computational fluid dynamics simulations can help you reduce the cooling cost of an existing data center by optimizing the supply air temperature and the supply air flow rate, based on the CFD results and cost functions.
- Webinar recording:
https://www.simscale.com/webinars-workshops/reduce-cooling-cost-data-centers/
- Blog article:
https://www.simscale.com/blog/2018/05/data-center-power-consumption/
- Simulation project template: https://www.simscale.com/projects/vaibhav_s/data_center_cooling_rci_1/
This document provides an overview of common commercial building HVAC systems and related energy code requirements. It discusses basic HVAC system types, important energy-saving controls like economizers, and key code requirements regarding equipment efficiency and fan energy limits. Complex systems involving central plants and secondary HVAC are also briefly outlined. The presentation aims to help participants identify common HVAC components and understand requirements in the energy code.
This document provides an overview of common commercial building HVAC systems and related energy code requirements. It discusses basic HVAC system types, important energy-saving controls like economizers, and key code requirements regarding equipment efficiency and fan energy limits. Complex systems involving central plants and secondary HVAC are also briefly outlined. The presentation aims to help participants identify common HVAC components and understand requirements in the energy code.
TileFlow and EnergyCenter software are used to optimize power usage and cooling in data centers. TileFlow simulates cooling performance and airflow using computational fluid dynamics. EnergyCenter connects equipment usage to power consumption, deploying in hours to identify optimization opportunities. Both tools help manage increasing heat loads and comply with industry standards in a cost-effective manner through layout analysis and ongoing enhancements.
TileFlow and EnergyCenter software are used to optimize power usage and cooling in data centers. TileFlow simulates cooling performance and airflow using computational fluid dynamics. EnergyCenter connects equipment usage to power consumption, deploying in hours to identify optimization opportunities. Both tools help manage increasing heat loads and comply with industry standards in a cost-effective manner through layout analysis and ongoing enhancements.
TileFlow and EnergyCenter software are used to optimize power usage and cooling in data centers. TileFlow simulates cooling performance and airflow using computational fluid dynamics. EnergyCenter connects equipment usage to power consumption, deploying in hours to provide visibility into optimization opportunities. Both tools help managers evaluate design options and improve thermal management to reduce costs and risks.
TileFlow and EnergyCenter software are used to optimize power usage and cooling in data centers. TileFlow simulates cooling performance and airflow using computational fluid dynamics. EnergyCenter connects equipment usage to power consumption, deploying in hours to provide visibility into optimization opportunities. Both tools help managers evaluate design options and improve thermal management to reduce costs and risks.
NER Aurora Thermal_Monitoring_WhitepaperGreg Stover
Thermal monitoring best practices recommend monitoring temperature at multiple rack level points using sensors that can adapt to evolving monitoring systems. The document discusses how monitoring intake and exhaust temperatures at various rack heights provides valuable data on cooling efficiency and capacity. It also recommends a wireless monitoring solution called Aurora that visually displays temperature readings at the rack level and can integrate with centralized monitoring systems. Monitoring all factors that affect cooling like temperature, humidity, pressure and flow is key to optimizing efficiency and costs.
NER Aurora Thermal_Monitoring_WhitepaperGreg Stover
Thermal monitoring best practices recommend monitoring temperature at multiple rack level points using sensors that can adapt to evolving monitoring systems. The document discusses how monitoring intake and exhaust temperatures at various rack heights provides valuable data on cooling efficiency and capacity. It also recommends a wireless monitoring solution called Aurora that visually displays temperature readings at the rack level and can integrate with centralized monitoring systems. Monitoring all factors that affect cooling like temperature, humidity, pressure and flow is key to optimizing efficiency and costs.
PAC 2.5 Efficiency is Attainable, What are you Waiting for?SchneiderITB
This presentation covers ways to increase data center efficiency. From what we consider the basics to more advanced techniques and then through services that are available. Many of these are covered through individual white papers and presentations but we wanted to bring these topics together under one presentation.
PAC 2.5 Efficiency is Attainable, What are you Waiting for?SchneiderITB
This presentation covers ways to increase data center efficiency. From what we consider the basics to more advanced techniques and then through services that are available. Many of these are covered through individual white papers and presentations but we wanted to bring these topics together under one presentation.
IRJET- Experimental Analysis on Liquid-Cooled Minichannel Heatsink for Pe...IRJET Journal
1) The document presents an experimental analysis of a liquid-cooled minichannel heat sink for cooling processors in personal computers.
2) A minichannel heat sink made of copper was designed and tested, showing significantly lower CPU temperatures compared to an air-cooled heat sink, allowing the processor to run at higher speeds.
3) Testing involved running the CPU at various speeds for 60 minutes and logging temperatures, finding that the liquid-cooled heat sink maintained an average temperature difference of 15-20°C lower than the air-cooled setup.
IRJET- Experimental Analysis on Liquid-Cooled Minichannel Heatsink for Pe...IRJET Journal
1) The document presents an experimental analysis of a liquid-cooled minichannel heat sink for cooling processors in personal computers.
2) A minichannel heat sink made of copper was designed and tested, showing significantly lower CPU temperatures compared to an air-cooled heat sink, allowing the processor to run at higher speeds.
3) Testing involved running the CPU at various speeds for 60 minutes and logging temperatures, finding that the liquid-cooled heat sink maintained an average temperature difference of 15-20°C lower than the air-cooled setup.
The document discusses server cooling challenges as CPUs and GPUs generate more heat. Liquid cooling is presented as a viable alternative to traditional air cooling, as it can remove heat more efficiently and reduce data center operating costs by over 40%. Several types of liquid cooling systems are described, including direct-to-chip cooling, immersion cooling, and rear door heat exchangers. Liquid cooling is shown to improve power usage effectiveness and enable higher performance computing within the same data center footprint. Supermicro offers several server solutions that integrate liquid cooling capabilities.
The document discusses server cooling challenges as CPUs and GPUs generate more heat. Liquid cooling is presented as a viable alternative to traditional air cooling, as it can remove heat more efficiently and reduce data center operating costs by over 40%. Several types of liquid cooling systems are described, including direct-to-chip cooling, immersion cooling, and rear door heat exchangers. Liquid cooling is shown to improve power usage effectiveness and enable higher performance computing within the same data center footprint. Supermicro offers several server solutions that integrate liquid cooling capabilities.
Workstation heat and power usage: Lenovo ThinkStation P900 vs. Dell Precision...Principled Technologies
A workstation that runs coolly and uses less power is a great asset to workers and the companies they work for. In our tests, both when idle and when under load, the Lenovo ThinkStation P900 generally ran at lower surface temperatures and used less power than the Dell Precision T7910 Workstation. These findings show that the Lenovo ThinkStation P900 could meet the needs of those who want to provide a reliable, comfortable work environment while using less power.
Workstation heat and power usage: Lenovo ThinkStation P900 vs. Dell Precision...Principled Technologies
A workstation that runs coolly and uses less power is a great asset to workers and the companies they work for. In our tests, both when idle and when under load, the Lenovo ThinkStation P900 generally ran at lower surface temperatures and used less power than the Dell Precision T7910 Workstation. These findings show that the Lenovo ThinkStation P900 could meet the needs of those who want to provide a reliable, comfortable work environment while using less power.
Help skilled workers succeed with Dell Latitude 7030 and 7230 Rugged Extreme ...Principled Technologies
Instead of equipping consumer-grade tablets with rugged cases
Conclusion
In our hands-on testing, the Dell Latitude 7030 and 7230 Rugged Extreme Tablets showed that they are better equipped to help skilled workers than consumer-grade Apple iPad Pro and Samsung Galaxy Tab S9 tablets in multiple ways. They provide more built-in capabilities and features than the consumer-grade tablets we tested. And, while they were more expensive than the rugged-case fortified consumer-grade options we tested, their rugged claims were more than skin deep.
In our performance and durability tests, the Dell Latitude 7030 and 7230 Rugged Extreme Tablets performed better in demanding manufacturing, logistics, and field service environments than consumer-grade tablets with rugged cases. Both Rugged Extreme Tablets, with their greater thermal range, suffered less performance degradation in extreme temperatures, never failed and were merely scuffed after 26 hard drops, survived a 10 minute drenching with no ill effects, and were easier to view in direct sunlight than Apple iPad Pro and Samsung Galaxy Tab S9 tablets.
Bring ideas to life with the HP Z2 G9 Tower Workstation - InfographicPrincipled Technologies
We compared CPU performance and noise output of an HP Z2 G9 Tower Workstation in High Performance Mode to a similarly configured Dell Precision 3660 Tower Workstation in its out-of-box performance mode
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Data Center Cooling System Design: Reducing Cooling Costs and Power Consumpti...SimScale
Adequate data center rack cooling with the highest possible energy efficiency is one of the most critical aspects of DCIM. It is crucial to ensure sufficient mixing in the cold aisle, which is mainly depending on the supply flow rate and temperature.
This presentation was used in a free webinar hosted by SimScale, a cloud-based simulation platform. Watch the recording below to learn how computational fluid dynamics simulations can help you reduce the cooling cost of an existing data center by optimizing the supply air temperature and the supply air flow rate, based on the CFD results and cost functions.
- Webinar recording:
https://www.simscale.com/webinars-workshops/reduce-cooling-cost-data-centers/
- Blog article:
https://www.simscale.com/blog/2018/05/data-center-power-consumption/
- Simulation project template: https://www.simscale.com/projects/vaibhav_s/data_center_cooling_rci_1/
Data Center Cooling System Design: Reducing Cooling Costs and Power Consumpti...SimScale
Adequate data center rack cooling with the highest possible energy efficiency is one of the most critical aspects of DCIM. It is crucial to ensure sufficient mixing in the cold aisle, which is mainly depending on the supply flow rate and temperature.
This presentation was used in a free webinar hosted by SimScale, a cloud-based simulation platform. Watch the recording below to learn how computational fluid dynamics simulations can help you reduce the cooling cost of an existing data center by optimizing the supply air temperature and the supply air flow rate, based on the CFD results and cost functions.
- Webinar recording:
https://www.simscale.com/webinars-workshops/reduce-cooling-cost-data-centers/
- Blog article:
https://www.simscale.com/blog/2018/05/data-center-power-consumption/
- Simulation project template: https://www.simscale.com/projects/vaibhav_s/data_center_cooling_rci_1/
This document provides an overview of common commercial building HVAC systems and related energy code requirements. It discusses basic HVAC system types, important energy-saving controls like economizers, and key code requirements regarding equipment efficiency and fan energy limits. Complex systems involving central plants and secondary HVAC are also briefly outlined. The presentation aims to help participants identify common HVAC components and understand requirements in the energy code.
This document provides an overview of common commercial building HVAC systems and related energy code requirements. It discusses basic HVAC system types, important energy-saving controls like economizers, and key code requirements regarding equipment efficiency and fan energy limits. Complex systems involving central plants and secondary HVAC are also briefly outlined. The presentation aims to help participants identify common HVAC components and understand requirements in the energy code.
TileFlow and EnergyCenter software are used to optimize power usage and cooling in data centers. TileFlow simulates cooling performance and airflow using computational fluid dynamics. EnergyCenter connects equipment usage to power consumption, deploying in hours to identify optimization opportunities. Both tools help manage increasing heat loads and comply with industry standards in a cost-effective manner through layout analysis and ongoing enhancements.
TileFlow and EnergyCenter software are used to optimize power usage and cooling in data centers. TileFlow simulates cooling performance and airflow using computational fluid dynamics. EnergyCenter connects equipment usage to power consumption, deploying in hours to identify optimization opportunities. Both tools help manage increasing heat loads and comply with industry standards in a cost-effective manner through layout analysis and ongoing enhancements.
TileFlow and EnergyCenter software are used to optimize power usage and cooling in data centers. TileFlow simulates cooling performance and airflow using computational fluid dynamics. EnergyCenter connects equipment usage to power consumption, deploying in hours to provide visibility into optimization opportunities. Both tools help managers evaluate design options and improve thermal management to reduce costs and risks.
TileFlow and EnergyCenter software are used to optimize power usage and cooling in data centers. TileFlow simulates cooling performance and airflow using computational fluid dynamics. EnergyCenter connects equipment usage to power consumption, deploying in hours to provide visibility into optimization opportunities. Both tools help managers evaluate design options and improve thermal management to reduce costs and risks.
NER Aurora Thermal_Monitoring_WhitepaperGreg Stover
Thermal monitoring best practices recommend monitoring temperature at multiple rack level points using sensors that can adapt to evolving monitoring systems. The document discusses how monitoring intake and exhaust temperatures at various rack heights provides valuable data on cooling efficiency and capacity. It also recommends a wireless monitoring solution called Aurora that visually displays temperature readings at the rack level and can integrate with centralized monitoring systems. Monitoring all factors that affect cooling like temperature, humidity, pressure and flow is key to optimizing efficiency and costs.
NER Aurora Thermal_Monitoring_WhitepaperGreg Stover
Thermal monitoring best practices recommend monitoring temperature at multiple rack level points using sensors that can adapt to evolving monitoring systems. The document discusses how monitoring intake and exhaust temperatures at various rack heights provides valuable data on cooling efficiency and capacity. It also recommends a wireless monitoring solution called Aurora that visually displays temperature readings at the rack level and can integrate with centralized monitoring systems. Monitoring all factors that affect cooling like temperature, humidity, pressure and flow is key to optimizing efficiency and costs.
PAC 2.5 Efficiency is Attainable, What are you Waiting for?SchneiderITB
This presentation covers ways to increase data center efficiency. From what we consider the basics to more advanced techniques and then through services that are available. Many of these are covered through individual white papers and presentations but we wanted to bring these topics together under one presentation.
PAC 2.5 Efficiency is Attainable, What are you Waiting for?SchneiderITB
This presentation covers ways to increase data center efficiency. From what we consider the basics to more advanced techniques and then through services that are available. Many of these are covered through individual white papers and presentations but we wanted to bring these topics together under one presentation.
IRJET- Experimental Analysis on Liquid-Cooled Minichannel Heatsink for Pe...IRJET Journal
1) The document presents an experimental analysis of a liquid-cooled minichannel heat sink for cooling processors in personal computers.
2) A minichannel heat sink made of copper was designed and tested, showing significantly lower CPU temperatures compared to an air-cooled heat sink, allowing the processor to run at higher speeds.
3) Testing involved running the CPU at various speeds for 60 minutes and logging temperatures, finding that the liquid-cooled heat sink maintained an average temperature difference of 15-20°C lower than the air-cooled setup.
IRJET- Experimental Analysis on Liquid-Cooled Minichannel Heatsink for Pe...IRJET Journal
1) The document presents an experimental analysis of a liquid-cooled minichannel heat sink for cooling processors in personal computers.
2) A minichannel heat sink made of copper was designed and tested, showing significantly lower CPU temperatures compared to an air-cooled heat sink, allowing the processor to run at higher speeds.
3) Testing involved running the CPU at various speeds for 60 minutes and logging temperatures, finding that the liquid-cooled heat sink maintained an average temperature difference of 15-20°C lower than the air-cooled setup.
The document discusses server cooling challenges as CPUs and GPUs generate more heat. Liquid cooling is presented as a viable alternative to traditional air cooling, as it can remove heat more efficiently and reduce data center operating costs by over 40%. Several types of liquid cooling systems are described, including direct-to-chip cooling, immersion cooling, and rear door heat exchangers. Liquid cooling is shown to improve power usage effectiveness and enable higher performance computing within the same data center footprint. Supermicro offers several server solutions that integrate liquid cooling capabilities.
The document discusses server cooling challenges as CPUs and GPUs generate more heat. Liquid cooling is presented as a viable alternative to traditional air cooling, as it can remove heat more efficiently and reduce data center operating costs by over 40%. Several types of liquid cooling systems are described, including direct-to-chip cooling, immersion cooling, and rear door heat exchangers. Liquid cooling is shown to improve power usage effectiveness and enable higher performance computing within the same data center footprint. Supermicro offers several server solutions that integrate liquid cooling capabilities.
Workstation heat and power usage: Lenovo ThinkStation P900 vs. Dell Precision...Principled Technologies
A workstation that runs coolly and uses less power is a great asset to workers and the companies they work for. In our tests, both when idle and when under load, the Lenovo ThinkStation P900 generally ran at lower surface temperatures and used less power than the Dell Precision T7910 Workstation. These findings show that the Lenovo ThinkStation P900 could meet the needs of those who want to provide a reliable, comfortable work environment while using less power.
Workstation heat and power usage: Lenovo ThinkStation P900 vs. Dell Precision...Principled Technologies
A workstation that runs coolly and uses less power is a great asset to workers and the companies they work for. In our tests, both when idle and when under load, the Lenovo ThinkStation P900 generally ran at lower surface temperatures and used less power than the Dell Precision T7910 Workstation. These findings show that the Lenovo ThinkStation P900 could meet the needs of those who want to provide a reliable, comfortable work environment while using less power.
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Help skilled workers succeed with Dell Latitude 7030 and 7230 Rugged Extreme ...Principled Technologies
Instead of equipping consumer-grade tablets with rugged cases
Conclusion
In our hands-on testing, the Dell Latitude 7030 and 7230 Rugged Extreme Tablets showed that they are better equipped to help skilled workers than consumer-grade Apple iPad Pro and Samsung Galaxy Tab S9 tablets in multiple ways. They provide more built-in capabilities and features than the consumer-grade tablets we tested. And, while they were more expensive than the rugged-case fortified consumer-grade options we tested, their rugged claims were more than skin deep.
In our performance and durability tests, the Dell Latitude 7030 and 7230 Rugged Extreme Tablets performed better in demanding manufacturing, logistics, and field service environments than consumer-grade tablets with rugged cases. Both Rugged Extreme Tablets, with their greater thermal range, suffered less performance degradation in extreme temperatures, never failed and were merely scuffed after 26 hard drops, survived a 10 minute drenching with no ill effects, and were easier to view in direct sunlight than Apple iPad Pro and Samsung Galaxy Tab S9 tablets.
Bring ideas to life with the HP Z2 G9 Tower Workstation - InfographicPrincipled Technologies
We compared CPU performance and noise output of an HP Z2 G9 Tower Workstation in High Performance Mode to a similarly configured Dell Precision 3660 Tower Workstation in its out-of-box performance mode
Investing in GenAI: Cost‑benefit analysis of Dell on‑premises deployments vs....Principled Technologies
Conclusion
Diving into the world of GenAI has the potential to yield a great many benefits for your organization, but it first requires consideration for how best to implement those GenAI workloads. Whether your AI goals are to create a chatbot for online visitors, generate marketing materials, aid troubleshooting, or something else, implementing an AI solution requires careful planning and decision-making. A major decision is whether to host GenAI in the cloud or keep your data on premises. Traditional on-premises solutions can provide superior security and control, a substantial concern when dealing with large amounts of potentially sensitive data. But will supporting a GenAI solution on site be a drain on an organization’s IT budget?
In our research, we found that the value proposition is just the opposite: Hosting GenAI workloads on premises, either in a traditional Dell solution or using a managed Dell APEX pay-per-use solution, could significantly lower your GenAI costs over 3 years compared to hosting these workloads in the cloud. In fact, we found that a comparable AWS SageMaker solution would cost up to 3.8 times as much and an Azure ML solution would cost up to 3.6 times as much as GenAI on a Dell APEX pay-per-use solution. These results show that organizations looking to implement GenAI and reap the business benefits to come can find many advantages in an on-premises Dell solution, whether they opt to purchase and manage it themselves or choose a subscription-based Dell APEX pay-per-use solution. Choosing an on-premises Dell solution could save your organization significantly over hosting GenAI in the cloud, while giving you control over the security and privacy of your data as well as any updates and changes to the environment, and while ensuring your environment is managed consistently.
Workstations powered by Intel can play a vital role in CPU-intensive AI devel...Principled Technologies
In three AI development workflows, Intel processor-powered workstations delivered strong performance, without using their GPUs, making them a good choice for this part of the AI process
Conclusion
We executed three AI development workflows on tower workstations and mobile workstations from three vendors, with each workflow utilizing only the Intel CPU cores, and found that these platforms were suitable for carrying out various AI tasks. For two of the workflows, we learned that completing the tasks on the tower workstations took roughly half as much time as on the mobile workstations. This supports the idea that the tower workstations would be appropriate for a development environment for more complex models with a greater volume of data and that the mobile workstations would be well-suited for data scientists fine-tuning simpler models. In the third workflow, we explored tower workstation performance with different precision levels and learned that using 16-bit floating point precision allowed the workstations to execute the workflow in less time and also reduced memory usage dramatically. For all three AI workflows we executed, we consider the time the workstations needed to complete the tasks to be acceptable, and believe that these workstations can be appropriate, cost-effective choices for these kinds of activities.
Enable security features with no impact to OLTP performance with Dell PowerEd...Principled Technologies
Get comparable online transaction processing (OLTP) performance with or without enabling AMD Secure Memory Encryption and AMD Secure Encrypted Virtualization - Encrypted State
Conclusion
You’ve likely already implemented many security measures for your servers, which may include physical security for the data center, hardware-level security, and software-level security. With the cost of data breaches high and still growing, however, wise IT teams will consider what additional security measures they may be able to implement.
AMD SME and SEV-ES are technologies that are already available within your AMD processor-powered 16th Generation Dell PowerEdge servers—and in our testing, we saw that they can offer extra layers of security without affecting performance. We compared the online transaction processing performance of a Dell PowerEdge R7625 server, powered by AMD EPYC 9274F processors, with and without these two security features enabled. We found that enabling AMD Secure Memory Encryption and Secure Encrypted Virtualization-Encrypted State did not impact performance at all.
If your team is assessing areas where you might be able to enhance security—without paying a large performance cost—consider enabling AME SME and AMD SEV-ES in your Dell PowerEdge servers.
Dell APEX Cloud Platform for Red Hat OpenShift: An easily deployable and powe...Principled Technologies
The 4th Generation Intel Xeon Scalable processor‑powered solution deployed in less than two hours and ran a Kubernetes container-based generative AI workload effectively
Dell APEX Cloud Platform for Red Hat OpenShift: An easily deployable and powe...Principled Technologies
The 4th Generation Intel Xeon Scalable processor‑powered solution deployed in less than two hours and ran a generative AI workload effectively
Conclusion
The appeal of incorporating GenAI into your organization’s operations is likely great. Getting started with an efficient solution for your next LLM workload or application can seem daunting because of the changing hardware and software landscape, but Dell APEX Cloud Platform for Red Hat OpenShift powered by 4th Gen Intel Xeon Scalable processors could provide the solution you need. We started with a Dell Validated Design as a reference, and then went on to modify the deployment as necessary for our Llama 2 workload. The Dell APEX Cloud Platform for Red Hat OpenShift solution worked well for our LLM, and by using this deployment guide in conjunction with numerous Dell documents and some flexibility, you could be well on your way to innovating your next GenAI breakthrough.
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...Principled Technologies
Compared to a cluster of PowerEdge R750 servers running VMware Cloud Foundation (VCF)
For organizations running clusters of moderately configured, older Dell PowerEdge servers with a previous version of VCF, upgrading to better-configured modern servers can provide a significant performance boost and more.
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...Principled Technologies
Compared to a cluster of PowerEdge R750 servers running VMware Cloud Foundation 4.5
If your company is struggling with underperforming infrastructure, upgrading to 16th Generation Dell PowerEdge servers running VCF 5.1 could be just what you need to handle more database throughput and reduce vSAN latencies. As an additional benefit to IT admins, we also found that the embedded VMware Aria Operation adapter provided useful infrastructure insights.
Realize 2.1X the performance with 20% less power with AMD EPYC processor-back...Principled Technologies
Three AMD EPYC processor-based two-processor solutions outshined comparable Intel Xeon Scalable processor-based solutions by handling more Redis workload transactions and requests while consuming less power
Conclusion
Performance and energy efficiency are significant factors in processor selection for servers running data-intensive workloads, such as Redis. We compared the Redis performance and energy consumption of a server cluster in three AMD EPYC two-processor configurations against that of a server cluster in two Intel Xeon Scalable two-processor configurations. In each of our three test scenarios, the server cluster backed by AMD EPYC processors outperformed the server cluster backed by Intel Xeon Scalable processors. In addition, one of the AMD EPYC processor-based clusters consumed 20 percent less power than its Intel Xeon Scalable processor-based counterpart. Combining these measurements gave us power efficiency metrics that demonstrate how valuable AMD EPYC processor-based servers could be—you could see better performance per watt with these AMD EPYC processor-based server clusters and potentially get more from your Redis or other data intensive applications and workloads while reducing data center power costs.
Improve performance and gain room to grow by easily migrating to a modern Ope...Principled Technologies
We deployed this modern environment, then migrated database VMs from legacy servers and saw performance improvements that support consolidation
Conclusion
If your organization’s transactional databases are running on gear that is several years old, you have much to gain by upgrading to modern servers with new processors and networking components and an OpenShift environment. In our testing, a modern OpenShift environment with a cluster of three Dell PowerEdge R7615 servers with 4th Generation AMD EPYC processors and high-speed 100Gb Broadcom NICs outperformed a legacy environment with MySQL VMs running on a cluster of three Dell PowerEdge R7515 servers with 3rd Generation AMD EPYC processors and 25Gb Broadcom NICs. We also easily migrated a VM from the legacy environment to the modern environment, with only a few steps required to set up and less than ten minutes of hands-on time. The performance advantage of the modern servers would allow a company to reduce the number of servers necessary to perform a given amount of database work, thus lowering operational expenditures such as power and cooling and IT staff time for maintenance. The high-speed 100Gb Broadcom NICs in this solution also give companies better network performance and networking capacity to grow as they embrace emerging technologies such as AI that put great demands on networks.
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
With more memory available, system performance of three Dell devices increased, which can translate to a better user experience
Conclusion
When your system has plenty of RAM to meet your needs, you can efficiently access the applications and data you need to finish projects and to-do lists without sacrificing time and focus. Our test results show that with more memory available, three Dell PCs delivered better performance and took less time to complete the Procyon Office Productivity benchmark. These advantages translate to users being able to complete workflows more quickly and multitask more easily. Whether you need the mobility of the Latitude 5440, the creative capabilities of the Precision 3470, or the high performance of the OptiPlex Tower Plus 7010, configuring your system with more RAM can help keep processes running smoothly, enabling you to do more without compromising performance.
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...Principled Technologies
A Principled Technologies deployment guide
Conclusion
Deploying VMware Cloud Foundation 5.1 on next gen Dell PowerEdge servers brings together critical virtualization capabilities and high-performing hardware infrastructure. Relying on our hands-on experience, this deployment guide offers a comprehensive roadmap that can guide your organization through the seamless integration of advanced VMware cloud solutions with the performance and reliability of Dell PowerEdge servers. In addition to the deployment efficiency, the Cloud Foundation 5.1 and PowerEdge solution delivered strong performance while running a MySQL database workload. By leveraging VMware Cloud Foundation 5.1 and PowerEdge servers, you could help your organization embrace cloud computing with confidence, potentially unlocking a new level of agility, scalability, and efficiency in your data center operations.
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...Principled Technologies
Compared to a cluster of PowerEdge R750 servers running VMware Cloud Foundation 4.5
Conclusion
If your company is struggling with underperforming infrastructure, upgrading to 16th Generation Dell PowerEdge servers running VCF 5.1 could be just what you need to handle more database throughput and reduce vSAN latencies. We found that a Dell PowerEdge R760 server cluster running VCF 5.1 processed over 78 percent more TPM and 79 percent more NOPM than a Dell PowerEdge R750 server cluster running VCF 4.5. It’s also worth noting that the PowerEdge R750 cluster bottlenecked on vSAN storage, with max write latency at 8.9ms. For reference, the PowerEdge R760 cluster clocked in at 3.8ms max write latency. This higher latency is due in part to the single disk group per host on the moderately configured PowerEdge R750 cluster, while the better-configured PowerEdge R760 cluster supported four disk groups per host. As an additional benefit to IT admins, we also found that the embedded VMware Aria Operation adapter provided useful infrastructure insights.
Based on our research using publicly available materials, it appears that Dell supports nine of the ten PC security features we investigated, HP supports six of them, and Lenovo supports three features.
Increase security, sustainability, and efficiency with robust Dell server man...Principled Technologies
Compared to the Supermicro management portfolio
Conclusion
Choosing a vendor for server purchases is about more than just the hardware platform. Decision-makers must also consider more long-term concerns, including system/data security, energy efficiency, and ease of management. These concerns make the systems management tools a vendor offers as important as the hardware.
We investigated the features and capabilities of server management tools from Dell and Supermicro, comparing Dell iDRAC9 against Supermicro IPMI for embedded server management and Dell OpenManage Enterprise and CloudIQ against Supermicro Server Manager for one-to-many device and console management and monitoring. We found that the Dell management tools provided more comprehensive security, sustainability, and management/monitoring features and capabilities than Supermicro servers did. In addition, Dell tools automated more tasks to ease server management, resulting in significant time savings for administrators versus having to do the same tasks manually with Supermicro tools.
When making a server purchase, a vendor’s associated management products are critical to protect data, support a more sustainable environment, and to ease the maintenance of systems. Our tests and research showed that the Dell management portfolio for PowerEdge servers offered more features to help organizations meet these goals than the comparable Supermicro management products.
Increase security, sustainability, and efficiency with robust Dell server man...Principled Technologies
Compared to the Supermicro management portfolio
Conclusion
Choosing a vendor for server purchases is about more than just the hardware platform. Decision-makers must also consider more long-term concerns, including system/data security, energy efficiency, and ease of management. These concerns make the systems management tools a vendor offers as important as the hardware.
We investigated the features and capabilities of server management tools from Dell and Supermicro, comparing Dell iDRAC9 against Supermicro IPMI for embedded server management and Dell OpenManage Enterprise and CloudIQ against Supermicro Server Manager for one-to-many device and console management and monitoring. We found that the Dell management tools provided more comprehensive security, sustainability, and management/monitoring features and capabilities than Supermicro servers did. In addition, Dell tools automated more tasks to ease server management, resulting in significant time savings for administrators versus having to do the same tasks manually with Supermicro tools.
When making a server purchase, a vendor’s associated management products are critical to protect data, support a more sustainable environment, and to ease the maintenance of systems. Our tests and research showed that the Dell management portfolio for PowerEdge servers offered more features to help organizations meet these goals than the comparable Supermicro management products.
Scale up your storage with higher-performing Dell APEX Block Storage for AWS ...Principled Technologies
In our tests, Dell APEX Block Storage for AWS outperformed similarly configured solutions from Vendor A, achieving more IOPS, better throughput, and more consistent performance on both NVMe-supported configurations and configurations backed by Elastic Block Store (EBS) alone.
Dell APEX Block Storage for AWS supports a full NVMe backed configuration, but Vendor A doesn’t—its solution uses EBS for storage capacity and NVMe as an extended read cache—which means APEX Block Storage for AWS can deliver faster storage performance.
Scale up your storage with higher-performing Dell APEX Block Storage for AWSPrincipled Technologies
Dell APEX Block Storage for AWS offered stronger and more consistent storage performance for better business agility than a Vendor A solution
Conclusion
Enterprises desiring the flexibility and convenience of the cloud for their block storage workloads can find fast-performing solutions with the enterprise storage features they’re used to in on-premises infrastructure by selecting Dell APEX Block Storage for AWS.
Our hands-on tests showed that compared to the Vendor A solution, Dell APEX Block Storage for AWS offered stronger, more consistent storage performance in both NVMe-supported and EBS-backed configurations. Using NVMe-supported configurations, Dell APEX Block Storage for AWS achieved 4.7x the random read IOPS and 5.1x the throughput on sequential read operations per node vs. Vendor A. In our EBS-backed comparison, Dell APEX Block Storage for AWS offered 2.2x the throughput per node on sequential read operations vs. Vendor A.
Plus, the ability to scale beyond three nodes—up to 512 storage nodes with capacity of up to 8 PBs—enables Dell APEX Block Storage for AWS to help ensure performance and capacity as your team plans for the future.
Get in and stay in the productivity zone with the HP Z2 G9 Tower WorkstationPrincipled Technologies
We compared CPU performance and noise output of an HP Z2 G9 Tower Workstation in High Performance Mode to Dell Precision 3660 and 5860 tower workstations in optimized performance modes
Conclusion
HP Z2 G9 Tower Workstation users can change the BIOS settings to dial in the performance mode that best suits their needs: High Performance Mode, Performance Mode, or Quiet Mode. In good
news for both creative and technical professionals, we found that an Intel Core i9-13900 processor-powered HP Z2 G9 Tower Workstation set to High Performance mode received higher CPU-based benchmark scores than both a similarly configured Dell Precision 3660 and a Dell Precision 5860 equipped with an Intel Xeon w5-2455x processor. Plus, the HP Z2 G9 Tower Workstation was quieter while running CPU-intensive Cinebench 2024 and SPECapc for Solidworks 2022 workloads than both Dell Precision tower workstations. This means HP Z2 G9 Tower Workstation users who prize performance over everything else can do so without sacrificing a quiet workspace.
Dive into the realm of operating systems (OS) with Pravash Chandra Das, a seasoned Digital Forensic Analyst, as your guide. 🚀 This comprehensive presentation illuminates the core concepts, types, and evolution of OS, essential for understanding modern computing landscapes.
Beginning with the foundational definition, Das clarifies the pivotal role of OS as system software orchestrating hardware resources, software applications, and user interactions. Through succinct descriptions, he delineates the diverse types of OS, from single-user, single-task environments like early MS-DOS iterations, to multi-user, multi-tasking systems exemplified by modern Linux distributions.
Crucial components like the kernel and shell are dissected, highlighting their indispensable functions in resource management and user interface interaction. Das elucidates how the kernel acts as the central nervous system, orchestrating process scheduling, memory allocation, and device management. Meanwhile, the shell serves as the gateway for user commands, bridging the gap between human input and machine execution. 💻
The narrative then shifts to a captivating exploration of prominent desktop OSs, Windows, macOS, and Linux. Windows, with its globally ubiquitous presence and user-friendly interface, emerges as a cornerstone in personal computing history. macOS, lauded for its sleek design and seamless integration with Apple's ecosystem, stands as a beacon of stability and creativity. Linux, an open-source marvel, offers unparalleled flexibility and security, revolutionizing the computing landscape. 🖥️
Moving to the realm of mobile devices, Das unravels the dominance of Android and iOS. Android's open-source ethos fosters a vibrant ecosystem of customization and innovation, while iOS boasts a seamless user experience and robust security infrastructure. Meanwhile, discontinued platforms like Symbian and Palm OS evoke nostalgia for their pioneering roles in the smartphone revolution.
The journey concludes with a reflection on the ever-evolving landscape of OS, underscored by the emergence of real-time operating systems (RTOS) and the persistent quest for innovation and efficiency. As technology continues to shape our world, understanding the foundations and evolution of operating systems remains paramount. Join Pravash Chandra Das on this illuminating journey through the heart of computing. 🌟
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...Tatiana Kojar
Skybuffer AI, built on the robust SAP Business Technology Platform (SAP BTP), is the latest and most advanced version of our AI development, reaffirming our commitment to delivering top-tier AI solutions. Skybuffer AI harnesses all the innovative capabilities of the SAP BTP in the AI domain, from Conversational AI to cutting-edge Generative AI and Retrieval-Augmented Generation (RAG). It also helps SAP customers safeguard their investments into SAP Conversational AI and ensure a seamless, one-click transition to SAP Business AI.
With Skybuffer AI, various AI models can be integrated into a single communication channel such as Microsoft Teams. This integration empowers business users with insights drawn from SAP backend systems, enterprise documents, and the expansive knowledge of Generative AI. And the best part of it is that it is all managed through our intuitive no-code Action Server interface, requiring no extensive coding knowledge and making the advanced AI accessible to more users.
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...alexjohnson7307
Predictive maintenance is a proactive approach that anticipates equipment failures before they happen. At the forefront of this innovative strategy is Artificial Intelligence (AI), which brings unprecedented precision and efficiency. AI in predictive maintenance is transforming industries by reducing downtime, minimizing costs, and enhancing productivity.
5th LF Energy Power Grid Model Meet-up SlidesDanBrown980551
5th Power Grid Model Meet-up
It is with great pleasure that we extend to you an invitation to the 5th Power Grid Model Meet-up, scheduled for 6th June 2024. This event will adopt a hybrid format, allowing participants to join us either through an online Mircosoft Teams session or in person at TU/e located at Den Dolech 2, Eindhoven, Netherlands. The meet-up will be hosted by Eindhoven University of Technology (TU/e), a research university specializing in engineering science & technology.
Power Grid Model
The global energy transition is placing new and unprecedented demands on Distribution System Operators (DSOs). Alongside upgrades to grid capacity, processes such as digitization, capacity optimization, and congestion management are becoming vital for delivering reliable services.
Power Grid Model is an open source project from Linux Foundation Energy and provides a calculation engine that is increasingly essential for DSOs. It offers a standards-based foundation enabling real-time power systems analysis, simulations of electrical power grids, and sophisticated what-if analysis. In addition, it enables in-depth studies and analysis of the electrical power grid’s behavior and performance. This comprehensive model incorporates essential factors such as power generation capacity, electrical losses, voltage levels, power flows, and system stability.
Power Grid Model is currently being applied in a wide variety of use cases, including grid planning, expansion, reliability, and congestion studies. It can also help in analyzing the impact of renewable energy integration, assessing the effects of disturbances or faults, and developing strategies for grid control and optimization.
What to expect
For the upcoming meetup we are organizing, we have an exciting lineup of activities planned:
-Insightful presentations covering two practical applications of the Power Grid Model.
-An update on the latest advancements in Power Grid -Model technology during the first and second quarters of 2024.
-An interactive brainstorming session to discuss and propose new feature requests.
-An opportunity to connect with fellow Power Grid Model enthusiasts and users.
This presentation provides valuable insights into effective cost-saving techniques on AWS. Learn how to optimize your AWS resources by rightsizing, increasing elasticity, picking the right storage class, and choosing the best pricing model. Additionally, discover essential governance mechanisms to ensure continuous cost efficiency. Whether you are new to AWS or an experienced user, this presentation provides clear and practical tips to help you reduce your cloud costs and get the most out of your budget.
Salesforce Integration for Bonterra Impact Management (fka Social Solutions A...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on integration of Salesforce with Bonterra Impact Management.
Interested in deploying an integration with Salesforce for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
Building Production Ready Search Pipelines with Spark and MilvusZilliz
Spark is the widely used ETL tool for processing, indexing and ingesting data to serving stack for search. Milvus is the production-ready open-source vector database. In this talk we will show how to use Spark to process unstructured data to extract vector representations, and push the vectors to Milvus vector database for search serving.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Nunit vs XUnit vs MSTest Differences Between These Unit Testing Frameworks.pdfflufftailshop
When it comes to unit testing in the .NET ecosystem, developers have a wide range of options available. Among the most popular choices are NUnit, XUnit, and MSTest. These unit testing frameworks provide essential tools and features to help ensure the quality and reliability of code. However, understanding the differences between these frameworks is crucial for selecting the most suitable one for your projects.
Letter and Document Automation for Bonterra Impact Management (fka Social Sol...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on automated letter generation for Bonterra Impact Management using Google Workspace or Microsoft 365.
Interested in deploying letter generation automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
Best 20 SEO Techniques To Improve Website Visibility In SERPPixlogix Infotech
Boost your website's visibility with proven SEO techniques! Our latest blog dives into essential strategies to enhance your online presence, increase traffic, and rank higher on search engines. From keyword optimization to quality content creation, learn how to make your site stand out in the crowded digital landscape. Discover actionable tips and expert insights to elevate your SEO game.
Skybuffer SAM4U tool for SAP license adoptionTatiana Kojar
Manage and optimize your license adoption and consumption with SAM4U, an SAP free customer software asset management tool.
SAM4U, an SAP complimentary software asset management tool for customers, delivers a detailed and well-structured overview of license inventory and usage with a user-friendly interface. We offer a hosted, cost-effective, and performance-optimized SAM4U setup in the Skybuffer Cloud environment. You retain ownership of the system and data, while we manage the ABAP 7.58 infrastructure, ensuring fixed Total Cost of Ownership (TCO) and exceptional services through the SAP Fiori interface.
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose?
Which one is cheapest? Which one is fastest? Which one will scale to meet our needs?
Join me in this session as we dive into each AWS hosting service to determine which one is best for your scenario and explain why!
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfChart Kalyan
A Mix Chart displays historical data of numbers in a graphical or tabular form. The Kalyan Rajdhani Mix Chart specifically shows the results of a sequence of numbers over different periods.
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
GraphRAG for Life Science to increase LLM accuracyTomaz Bratanic
GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
GraphRAG for Life Science to increase LLM accuracy
Improving energy efficiency in the data center: Endure higher temperatures with confidence with Dell PowerEdge HS5620 servers
1. Running a data center at higher temperatures can help organizations
save on cooling costs and energy consumption. ENERGY STAR®
notes
that such measures can be financially beneficial: “Every 1°F increase
in temperature can save 4% to 5% in energy costs.”1
But a data center
can only remain as warm as its hardware will allow. Servers that can
withstand higher day-to-day temperatures can help organizations
meet sustainability goals. With the right thermal design, a server can
also continue functioning at even hotter temperatures in the event
of unexpected circumstances, such as internal fan failures or external
environment malfunctions.
At PT, we tested two 2U cloud-optimized servers: the Dell™
PowerEdge™
HS5620 and the Supermicro®
SYS‑621C‑TN12R. To create an
environment where we could fully control and measure the temperature,
we constructed an enclosure around a fully populated server rack. All
the servers in the rack ran an intensive synthetic floating-point workload
similar to a machine learning inference workload, which stressed the
systems’ processors and generated heat in the environment.
We monitored the Dell and Supermicro servers’ internal temperatures
during three types of scenario-based tests: ambient temperatures of
25°C, a fan failure, and a data center HVAC malfunction. The Dell system
performed without component heat warnings or failures in these tests.
In contrast, the Supermicro system yielded warnings in all scenarios and
component failures in the second and third scenarios, resulting in system
downtime that required manual intervention. Equipped with compelling
cooling design advantages, the Dell PowerEdge HS5620 handled each
challenge without fail.
Maintained OS SSD
temps 33°C cooler*
in 25°C ambient
conditions
Continued
without failure in
35°C conditions
where the Supermicro
SYS‑621C-TN12R
server failed
Kept OS SSD
temps 34°C
cooler*
during an HVAC
malfunction scenario
Improving energy efficiency in
the data center: Endure higher
temperatures with confidence with
Dell PowerEdge HS5620 servers
In high-temperature test scenarios, a Dell
PowerEdge HS5620 server continued running
an intensive workload without component
warnings or failures, while a Supermicro
SYS‑621C-TN12R server failed
*Average temperatures over the
course of the two-hour workload
compared to those of the Supermicro
SYS‑621C-TN12R server
Improving energy efficiency in the data center: Endure higher temperatures with confidence with Dell PowerEdge HS5620 servers May 2024
A Principled Technologies report: Hands-on testing. Real-world results.
2. How we tested
Table 1 shows key configuration information for the two cloud-optimized servers we tested. See the
science behind the report for more details.
Table 1: Key configuration details of the servers we tested.
Dell PowerEdge HS5620 Supermicro SYS-621C-TN12R
Processors 2x Intel®
Xeon®
Gold 6444Y processors 2x Intel Xeon Gold 6444Y processors
Memory 1,024 GB of DDR5 RAM 1,024 GB of DDR5 RAM
Network interface card (NIC) Intel E810-XXV with 2x 25GbE ports Intel E810-XXVAM2 (AOC-S25GC-i2S)
with 2x 25GbE ports
Storage 2x M.2 NVMe®
SSDs 2x M.2 NVMe SSDs
Storage controller Dell BOSS N1 Direct-attached PCIe®
storage
Power supply unit (PSU) 2x 1,800W Dell 05222NA00 2x 1,200W Supermicro
HMCG94MEBRA123N
Fans 5x Dell HPR Silver
1x Dell HPR Gold
3x Supermicro Middle Fan FAN-0206L4
OS Ubuntu 22.04.3 Ubuntu 22.04.3
We configured the Dell server with a storage controller and two M.2 NVMe drives to match the storage
configuration of the Supermicro server. The Dell server configuration featured five Dell HPR Silver fans and
one Dell HPR Gold fan. The Supermicro server supported three 8cm fans, the maximum number it could
accommodate at the time of testing. To enable performance monitoring, we adjusted the BIOS system profile
settings on the Dell server to “Performance Per Watt (OS).” We kept the Supermicro server’s default BIOS
configuration, “OS Controls EPB,” as this setting allowed us monitor the data our tests required.
To create an environment for which we could control and measure the temperature, we built a custom enclosure
around a fully loaded 42U server rack. We placed the Dell PowerEdge HS5620 and the Supermicro SYS-621C-
TN12R in middle of the rack at the same position when we tested them. We configured the rest of the 42U
rack with a top-of-rack switch and a variety of 2U and 1U servers, as well as blade servers and chassis, which
generated heat while running their workloads. We captured baseband management and OS-level telemetry for
component monitoring with third-party tools Telegraf™
and Prometheus.
We tested the servers in three types of scenarios: typical operations in 25°C ambient conditions, an internal fan
failure (twice, with different fans disabled each time), and an HVAC malfunction where ambient temperatures
rose to 35°C. In each of these scenarios, we used the stress-ng tool to stress the processors’ floating-point
capabilities. This type of workload is critical for use cases including AI training and high-performance computing
(HPC); for more information, see page 3. The cabinet of servers launched the workload in four waves, with the
Dell and Supermicro systems we tested launching the workload in the fourth wave, 3 minutes and 30 seconds
after the first servers began. We monitored temperatures and hardware statistics for 15 minutes prior to starting
a workload, throughout the two-hour workload, and for 15 minutes after the workload completed.
For more details on our tests, results, and configurations, see the science behind the report.
Improving energy efficiency in the data center: Endure higher temperatures with confidence with Dell PowerEdge HS5620 servers May 2024 | 2
3. Overview of our findings
In Tables 2 and 3, we show an overview of how various components of the servers fared during each test. If at
least one of the listed component types showed a warning or failure, we note that below. As Table 2 shows,
the components of the Dell PowerEdge HS5620 remained operational in each scenario type without displaying
any warnings. On the other hand, the Supermicro SYS-621C-TN12R experienced at least one warning in each
scenario type—including in 25°C ambient temperatures—as well as component failure in the HVAC malfunction
scenario and in both fan failure scenarios (Table 3). The OS SSD failures we observed in testing resulted in system
failure, rendering the Supermicro system unusable and requiring manual intervention. We analyze the servers’
thermal designs and examine these results more closely in the pages that follow.
Table 2: An overview of how key components of the Dell PowerEdge HS5620 server fared in the test scenarios.
Dell PowerEdge HS5620
Component
category
25°C ambient
temperatures
Fan 2 failure Fan 3 failure HVAC malfunction
CPU 9 No warnings
or failures
9 No warnings
or failures
9 No warnings
or failures
9 No warnings
or failures
RAM 9 No warnings
or failures
9 No warnings
or failures
9 No warnings
or failures
9 No warnings
or failures
NIC 9 No warnings
or failures
9 No warnings
or failures
9 No warnings
or failures
9 No warnings
or failures
M.2 SSD 9 No warnings
or failures
9 No warnings
or failures
9 No warnings
or failures
9 No warnings
or failures
PSU 9 No warnings
or failures
9 No warnings
or failures
9 No warnings
or failures
9 No warnings
or failures
Table 3: An overview of how key components of the Supermicro SYS-621C-TN12R server fared in the test scenarios.
Supermicro SYS-621C-TN12R
Component
category
25°C ambient
temperatures
Fan 1 failure Fan 3 failure HVAC malfunction
CPU 9 No warnings
or failures
S Warning S Warning S Warning
RAM 9 No warnings
or failures
S Warning 9 No warnings
or failures
9 No warnings
or failures
NIC 9 No warnings
or failures
S Warning 9 No warnings
or failures
S Warning
M.2 SSD S Warning 8 Failure S Warning 8 Failure
PSU 9 No warnings
or failures
9 No warnings
or failures
8 Failure 9 No warnings
or failures
About the workload we used in our testing
We used the stress-ng tool to run a floating-point workload on the systems we tested. Floating-point
calculations play a critical role in managing mathematical computations involving numbers with fractional
parts. They’re especially vital for scientific and engineering workloads that demand high-precision
numerical computation, such as AI training, machine learning algorithms, scientific simulations, financial
modeling, and computer-aided design (CAD) applications.
Improving energy efficiency in the data center: Endure higher temperatures with confidence with Dell PowerEdge HS5620 servers May 2024 | 3
4. System cooling design analysis: A closer look at the advantages of
the Dell PowerEdge HS5620
Analyzing the systems’ thermal designs is key to understanding how they
performed in each test scenario. Servers utilize several design elements to
keep systems cool, such as motherboard design. The placement of sensitive
components on the motherboard can help protect these components from
causing one another to overheat. Additionally, fans keep air flowing, while
chassis design should also help protect components from hot air. Below,
we examine these design elements in the Dell PowerEdge HS5620 and
Supermicro SYS-621C-TN12R servers
Figure 1: The motherboard layout of the Supermicro
SYS-621C-TN12 we tested. We added component
labels and arrows that show airflow direction from the
fans, with colder air indicated by blues and purples,
and hotter air indicated by reds, oranges, and yellows.
Source: Principled Technologies.
Motherboard design
The Supermicro system’s motherboard layout was particularly
problematic when it came to the placement of the M.2 NVMe
modules. For example, in the second and third test scenarios,
even the idle SSD’s temperature increased, as it was directly
downstream from a processor under load. In addition, on the right
side of the chassis, there was no dedicated fan feeding air into
the power distribution module (PDU) that linked the twin PSUs to
the rest of the system. Instead, the Supermicro system relied on
airflow from the fans built into the PSUs at the back of the chassis.
While we did not observe a failure of this PDU, the BMC reported
a PSU failure during the second fan failure scenario, demonstrating
the drawback of this design (see the science behind the report for
more on this test). See Figure 1.
In contrast, the motherboard in the
Dell PowerEdge HS5620 featured
a more intricate design. Processor
cooling modules used heat pipes
on the heat sinks to allow for more
effective cooling. The PDU was
integrated onto the motherboard,
allowing for smoother airflow over
its components. In the configuration
we tested, the PDU had both a Dell
HPR Gold and Dell HPR Silver fan
providing cooling to the components.
As Figure 2 shows, openings in the
Dell system’s air shroud allowed cool
air to pass over the components,
mitigating heat transfer from one
component to another.
Figure 2: The motherboard layout of the Dell PowerEdge HS5620 we tested, showing the
bottom thermal layer (left) and the top thermal layer (right) that the shroud divides. We
added component labels and arrows that show airflow direction from the fans, with colder air
indicated by blues and purples, and hotter air indicated by reds, oranges, and yellows. Source:
Principled Technologies.
Improving energy efficiency in the data center: Endure higher temperatures with confidence with Dell PowerEdge HS5620 servers May 2024 | 4
5. Fans
A system’s fans are a critical part of cooling design. The Dell PowerEdge HS5620 configuration we tested
featured five 60mm Dell HPR Silver fans and one 60mm Dell HPR Gold fan. The Supermicro SYS-621C-TN12R we
tested used three primary 80mm fans for cooling. In both servers, each of the power supplies had an additional
dedicated fan built in.
Cubic feet per minute (CFM) is a rating that indicates how much air a fan can move. According to their labels,
the six fans in the Dell system were 57.26 CFM each (343.56 CFM total), while the three fans in the Supermicro
system were 104.7 CFM each2
(314.10 CFM total). Although these totals were close, CFM is only part of the story
in a server. In our tests, we also found that the Supermicro SYS-621C-TN12R server’s fans ran at about 13,500
RPM at peak load. The Dell PowerEdge HS5620 server’s dual-rotor fans spun at around 20,000 RPM in our
tests. These differences in speed and design allowed the Dell system’s fans to generate higher static pressure,
meaning they pushed air through the system with greater force. This also means they counteracted backpressure
in the hot aisle, which is critical to effective cooling,3
since equipment in the data center with stronger fans can
overwhelm those with underpowered fans, leading to insufficient cooling.
Chassis design
The Supermicro SYS-621C-TN12R chassis included vents on both sides, between the fans and the storage
backplane, which were not present in the Dell server. In theory, these vents might work to allow additional
airflow into the chassis in an open-air server environment without cabinets or hot aisle containment. However,
in practice, the design of data center cabinets means that the sides of a server chassis are within the same
thermal zone as the hot aisle: Because server racks and cabinets allow for free airflow around the sides of the
servers, those vents are not isolated. So, instead of expelling hot air or pulling in cold air, the vents could allow
preheated air from behind the server stack to enter the chassis and circulate through the components, creating a
heating loop. See Figure 3.
Figure 3: Vents in the chassis of the Supermicro SYS-621C-TN12 we tested, which could allow preheated air from the hot aisle
to circulate through the server’s components. Source: Principled Technologies.
Key thermal design findings
The Dell PowerEdge HS5620 server’s motherboard layout helped mitigate heat transfer between
components. The system had a total of six fans spinning at 20,000 RPM each. The Supermicro SYS-
621C-TN12R server’s motherboard layout placed sensitive components close to each other. The system
had a total of three fans spinning at 13,500 RPM each. Additionally, vents in the side of the chassis could
allow heated air from the hot aisle to circulate through the system.
Improving energy efficiency in the data center: Endure higher temperatures with confidence with Dell PowerEdge HS5620 servers May 2024 | 5
6. The Dell PowerEdge HS5620 continued without even a component
warning; the Supermicro SYS-621C-TN12R failed in two scenarios
Scenario 1: 25°C ambient temperatures
To see how the servers performed under typical data center temperatures, we ran our first scenario. The
American Society of Heating, Refrigerating and Air-Conditioning Engineers (ASHRAE) recommends keeping a
typical data center at temperatures between 18°C and 27°C, though temperatures up to 45°C are acceptable
for certain classes of equipment.4
In this scenario, we targeted an ambient temperature of 25°C in the test
environment as we ran the workloads on the servers.
The Dell PowerEdge HS5620 did not display any component warnings or failures in this scenario. Its airflow
design kept the thermal zones isolated, maintaining safe operating temperatures for all components. In contrast,
22 minutes into the test, the Supermicro system’s baseboard management controller (BMC) warned that the OS
SSD reached a critical temperature. Then, 10 minutes later, it asserted the drive had reached a non-recoverable
state, though the SSD did not fail in this scenario. This is because this BMC alert did not poll the component for
failure—it simply indicated that the drive had crossed a threshold where failure may be imminent.
Over the course of the two-hour workload, the Dell server’s OS SSD averaged a temperature of 43.9°C, while
the idle SSD averaged 45.5°C. The Supermicro system’s OS SSD averaged 77.5°C and the idle SSD averaged
61.7°C during the test—temperatures up to 33.6°C hotter than the Dell system. While the Dell server’s
processors averaged 73.7°C and 70.7°C during the workload, the Supermicro server’s processors averaged
77.9°C and 71.1°C.
Figures 4 and 5 show the SSD and processor temperatures for the two systems over the course of the two-hour
test. Figure 6 shows the servers’ power consumption, where increases in power correspond to the workload’s
effect on the systems, including fans working to cool the servers.
Figure 4: SSD temperatures in the Dell PowerEdge HS5620 and the Supermicro SYS-621C-TN12 during the first scenario, where the servers
ran a floating-point workload in 25°C ambient temperatures. The workload began at 0:15 and ended at 2:15. SSD 1 ran the OS, while SSD 2
was idle. Lower temperatures are better. Source: Principled Technologies.
Temperature
(ºC)
Time duration (hr:min)
Scenario 1: SSD temperatures
0:22:30, 70°C
Status changes
from OK to Critical
0:32:30, 75°C
Status changes from Critical to
Unresponsive
2:19:30, 72°C
Status changes from
Unresponsive to Critical
Supermicro SYS-621C-TN12R SSD 1
Supermicro SYS-621C-TN12R SSD 2
Dell PowerEdge HS5620 SSD 1
Dell PowerEdge HS5620 SSD 2
0:00 0:10 0:20 0:30 0:40 0:50 1:00 1:10 1:20 1:30 1:40 1:50 2:00 2:10 2:20
10
0
20
30
40
50
60
70
80
90
Improving energy efficiency in the data center: Endure higher temperatures with confidence with Dell PowerEdge HS5620 servers May 2024 | 6
7. Figure 5: Processor temperatures in the Dell PowerEdge HS5620 and the Supermicro SYS-621C-TN12 during the first scenario, where the
servers ran a floating-point workload in 25°C ambient temperatures. The workload began at 0:15 and ended at 2:15. Lower temperatures
are better. Source: Principled Technologies.
Figure 6: Power consumption, in watts, of the Dell PowerEdge HS5620 and the Supermicro SYS-621C-TN12 during the first scenario,
where the servers ran a floating-point workload in 25°C ambient temperatures. The workload began at 0:15 and ended at 2:15.
Source: Principled Technologies.
Scenario 1: Processor temperatures
Test duration (hr:min)
Temperature
(ºC)
30
20
40
50
60
70
80
90
100
0:00 0:10 0:20 0:30 0:40 0:50 1:00 1:10 1:20 1:30 1:40 1:50 2:00 2:10 2:20
Supermicro SYS-621C-TN12R CPU 1
Supermicro SYS-621C-TN12R CPU 2
Dell PowerEdge HS5620 CPU 1
Dell PowerEdge HS5620 CPU 2
Scenario 1: Power consumption
Time duration (hr:min)
Watts
100
0
200
300
400
500
600
700
900
800
1000
0:00 0:10 0:20 0:30 0:40 0:50 1:00 1:10 1:20 1:30 1:40 1:50 2:00 2:10 2:20
Supermicro SYS-621C-TN12R
Dell PowerEdge HS5620
Improving energy efficiency in the data center: Endure higher temperatures with confidence with Dell PowerEdge HS5620 servers May 2024 | 7
8. In this scenario reflecting everyday operations in a 25°C data center, the Dell PowerEdge HS5620 performed
without raising concerns, while the Supermicro SYS-621C-TN12R issued a critical warning for its OS drive. Table
4 summarizes the results of this test scenario.
Table 4: A summary of our findings over the course of the first two-hour test, where the servers ran a floating-point workload in 25°C
ambient temperatures.
Scenario 1: 25°C ambient temperatures
Dell PowerEdge HS5620 Supermicro SYS-621C-TN12
Outcome 9 No system failure 9 No system failure
Component failures None None
Component warnings None OS SSD
OS SSD average temperature 43.9°C 77.5°C
Idle SSD average temperature 45.5°C 61.7°C
Processor average temperatures 73.7°C
70.7°C
77.9°C
71.1°C
Scenario 2: Fan failure
Even though careful monitoring and regular servicing can extend a server’s life, internal components can fail
unexpectedly. In our second test scenario, we aimed to see how each server would perform with a fan failure.
In terms of equivalent airflow coverage of components, we determined fan 1 on the Supermicro server aligned
best with fan 2 on the Dell system—we manually disabled these fans for our testing. We again started the test at
an ambient temperature of 25°C and initiated the workload after 15 minutes of running the servers idle. Over the
course of the two-hour test and for 15 minutes afterward, we monitored the systems for warnings and failures.
The Dell PowerEdge HS5620 did not experience any component failures or issue any component warnings,
while the Supermicro SYS-621C-TN12R—with just two healthy fans—alerted us to high temperatures for the
processors, RAM, and two NICs. The Supermicro system’s OS drive failed 1 hour and 49 minutes into the
test, resulting in system failure; once the SSD cooled down and the OS could resume functioning, we had
to restart the server via the BMC. The system’s air channels and fans were not able to compensate for cooling
design shortcomings, such as airflow patterns that directed hot air from the processors and memory over the
SSDs. In contrast, the Dell system’s greater number of fans—each spinning at a higher rate of rotations per
minute (RPM) than those of the Supermicro system—and airflow design helped keep the system components
cooler and functional.
We again found that the Dell system maintained lower temperatures, on average, over the course of the two-
hour workload. Its OS SSD averaged 54.2°C, which was 28.0°C cooler than the Supermicro server’s OS SSD
82.2°C average. The Dell system’s idle SSD averaged 47.0°C, or 21.5°C cooler than the 68.5°C average of
the Supermicro server’s idle SSD. When it came to average processor temperatures, those in the Dell server
were 56.9°C and 44.3°C, while those in the Supermicro server ran much hotter, at 98.6°C and 72.8°C—a
temperature difference of up to 54.3°C. We saw the Dell server’s management systems adjust performance when
temperatures crossed safety thresholds based on whether the system detected cooling hardware failures or
abnormal environmental conditions.
Figures 7 and 8 show the SSD and processor temperature measurements we collected. Figure 9 compares the
systems’ power draw as the systems ran the workload, generating internal heat under load and compensating for
the loss of the fan.
Improving energy efficiency in the data center: Endure higher temperatures with confidence with Dell PowerEdge HS5620 servers May 2024 | 8
9. Figure 7: SSD temperatures in the Dell PowerEdge HS5620 and the Supermicro SYS-621C-TN12 during the second scenario, where the
servers ran a floating-point workload with one fan disabled in each server. The workload began at 0:15 and ended at 2:15. SD 1 ran the OS,
while SSD 2 was idle. Lower temperatures are better. Source: Principled Technologies.
Figure 8: Processor temperatures in the Dell PowerEdge HS5620 and the Supermicro SYS-621C-TN12 during the second scenario, where
the servers ran a floating-point workload with one fan disabled in each server. The workload began at 0:15 and ended at 2:15. Lower
temperatures are better. Source: Principled Technologies.
1:49:00, 84°C
OS drive goes completely
unresponsive and takes
data collection offline
2:25:30, 74°C
Status changes from Non-
Responsive to Critical
Supermicro SYS-621C-TN12R SSD 1
Supermicro SYS-621C-TN12R SSD 2
Dell PowerEdge HS5620 SSD 1
Dell PowerEdge HS5620 SSD 2
10
0
20
30
40
50
60
70
80
90
100
0:05 0:15 0:25 0:35 0:45 0:55 1:05 1:15 1:25 1:35 1:45 1:55 2:05 2:15 2:25
Scenario 2: SSD temperatures
Test duration (hr:min)
Temperature
(ºC)
0:22:00, 64°C
Inlet temp reaches 33°C
0:40:30, 51°C
Inlet temp reaches 39°C
Adjusts CPU 1 core speed
0:05 0:15 0:25 0:35 0:45 0:55 1:05 1:15 1:25 1:35 1:45 1:55 2:05 2:15 2:25
30
20
40
50
60
70
80
90
100
Scenario 2: Processor temperatures
Temperature
(ºC)
Supermicro SYS-621C-TN12R CPU 1
Supermicro SYS-621C-TN12R CPU 2
Dell PowerEdge HS5620 CPU 1
Dell PowerEdge HS5620 CPU 2
Test duration (hr:min)
Improving energy efficiency in the data center: Endure higher temperatures with confidence with Dell PowerEdge HS5620 servers May 2024 | 9
10. Figure 9: Power consumption, in watts, of the Dell PowerEdge HS5620 and the Supermicro SYS-621C-TN12 during the second scenario,
where the servers ran a floating-point workload with one fan disabled in each server. The workload began at 0:15 and ended at 2:15.
Source: Principled Technologies.
A server that can remain operational when a fan fails opens up time for an organization to implement a
contingency procedure while IT admins service the system. But if a server’s OS drive or other critical component
fails shortly after its fan does, important applications can go offline unexpectedly, interrupting users. Waiting on
a replacement fan might keep the server down for even longer stretches of time. Table 5 summarizes our findings
from this test scenario.
Table 5: A summary of our findings over the course of the second two-hour test, where the servers ran a floating-point workload with
one fan disabled in each server.
Scenario 2: Fan failure
Dell PowerEdge HS5620 Supermicro SYS-621C-TN12
Outcome 9 No system failure 8 System failure
Component failures None OS SSD
Component warnings
None 1 SSD, 1 CPU, 1 memory module,
2 NICs
OS SSD average temperature 54.2°C 82.2°C
Idle SSD average temperature 47.0°C 68.5°C
Processor average temperatures
56.9°C
44.3°C
98.6°C
72.8°C
We also ran a second fan failure scenario, where the fan we disabled in both servers was in a different position.
For this scenario, we determined fan 3 in the Supermicro system was comparable to fan 3 in the Dell system. The
Dell PowerEdge HS5620 once again did not experience any component warnings or failures, but the Supermicro
SYS‑621C-TN12R delivered warnings for the processors and SSDs, and one of its two PSUs failed. (For more
details on this test, see the science behind the report.)
Scenario 2: Power consumption
Watts
100
0
200
300
400
500
600
800
700
900
0:05 0:15 0:25 0:35 0:45 0:55 1:05 1:15 1:25 1:35 1:45 1:55 2:05 2:15 2:25
Test duration (hr:min)
Supermicro SYS-621C-TN12R
Dell PowerEdge HS5620
Improving energy efficiency in the data center: Endure higher temperatures with confidence with Dell PowerEdge HS5620 servers May 2024 | 10
11. Scenario 3: HVAC malfunction
Unexpected failures aren’t limited to internal server components—overheating can also occur when something
goes wrong with a facility. Our third scenario mirrors a data center whose cooling system malfunctions.
For 15 minutes, we verified each of the servers’ components were online and healthy in 25°C ambient
temperatures. Then, we ran the workload for 15 minutes before shutting off all the air handlers in the test
environment. When the ambient temperature in the environment reached 35°C—around one hour later—we
turned the air handlers back on to reflect a situation where a facilities team fixes the HVAC system. We followed
the servers’ cooling progress until the ambient temperature returned to 25°C.
According to documentation, the Dell PowerEdge HS5620 can run in 30°C conditions in the configuration we
tested.5
In this scenario where temperatures rose to 35°C, the system worked past its limit and did not give
any component-level warnings or experience any failures. We saw it adjust processor core speed and power
consumption to avoid overheating in response to inlet sensor signals (see the science behind the report for more
information). Although Supermicro SYS-621C-TN12R documentation states the system can operate in 35°C
environments,6
it experienced OS SSD failure in this scenario, resulting in system failure. OS application
telemetry stopped nearly an hour into the test. The system stopped responding to SSH and KVM commands, so
we shut it down manually with the BMC. Notably, even during this downtime, the system continued to consume
more power than the Dell PowerEdge HS5620 (Figure 12). The Supermicro system also gave high-temperature
warnings on a NIC and a processor in this scenario.
Throughout the two-hour workload, the Dell system’s OS SSD averaged 48.0°C, and its idle SSD averaged
49.2°C. Compared to the Supermicro system’s average SSD temperatures—82.4°C for the OS drive and 66.4°C
for the idle drive—the Dell system kept its SSDs up to 34.4°C cooler.
Figures 10 and 11 show the SSD and processor temperatures for the two systems during this scenario. Figure 12
compares the systems’ power consumption increases as they ran the workload.
Figure 10: SSD temperatures in the Dell PowerEdge HS5620 and the Supermicro SYS-621C-TN12 during the third scenario, where the
servers ran a floating-point workload while ambient temperatures rose from 25°C to 35°C to simulate HVAC failure. The workload began at
0:15 and ended at 2:15. SD 1 ran the OS, while SSD 2 was idle. Lower temperatures are better. Source: Principled Technologies.
Scenario 3: SSD temperatures
0:25:00, 70°C
Asserts Upper Critical
0:36:00, 75°C
Asserts Upper
Non-Recoverable
1:10:00, 86°C
Telemetry from OS stops,
and drive enters read-only
mode
1:33:30, 93°C
Maximum temp
1:07:30, 50.9°C
CPU core throttling 1:55:00, 46.9°C
CPU core throttling
10
0
20
30
40
50
60
70
80
90
100
0:00 0:10 0:20 0:30 0:40 0:50 1:00 1:10 1:20 1:30 1:40 1:50 2:00 2:10 2:20
Supermicro SYS-621C-TN12R SSD 1
Supermicro SYS-621C-TN12R SSD 2
Dell PowerEdge HS5620 SSD 1
Dell PowerEdge HS5620 SSD 2
Test duration (hr:min)
Temperature
(ºC)
Improving energy efficiency in the data center: Endure higher temperatures with confidence with Dell PowerEdge HS5620 servers May 2024 | 11
12. Figure 11: Processor temperatures in the Dell PowerEdge HS5620 and the Supermicro SYS-621C-TN12 during the third scenario, where the
servers ran a floating-point workload while ambient temperatures rose from 25°C to 35°C to simulate HVAC failure. The workload at 0:15
and ended at 2:15. Lower temperatures are better. Source: Principled Technologies.
Figure 12: Power consumption, in watts, of the Dell PowerEdge HS5620 and the Supermicro SYS-621C-TN12 during the third scenario,
where the servers ran a floating-point workload while ambient temperatures rose from 25°C to 35°C to simulate HVAC failure. The workload
began at 0:15 and ended at 2:15. Source: Principled Technologies.
In a situation where a data center’s HVAC system underperforms or fails, a server that continues to operate
can minimize interruption to users and critical operations. Such a solution can also save time and effort for IT
administrators: If a server gives warnings or fails due to overheating, an admin must spend extra time checking it,
possibly even rebooting it manually. Table 6 shows a summary of our findings from this test scenario.
0:30:00, 74°C
Chillers turned off
1:31:00, 60°C
Chillers turned on
Supermicro SYS-621C-TN12R CPU 1
Supermicro SYS-621C-TN12R CPU 2
Dell PowerEdge HS5620 CPU 1
Dell PowerEdge HS5620 CPU 2
30
20
40
50
60
70
80
90
100
110
0:00 0:10 0:20 0:30 0:40 0:50 1:00 1:10 1:20 1:30 1:40 1:50 2:00 2:10 2:20
Test duration (hr:min)
Temperature
(ºC)
Scenario 3: Processor temperatures
Supermicro SYS-621C-TN12R
Dell PowerEdge HS5620
Test duration (hr:min)
Scenario 3: Power consumption
0:00 0:10 0:20 0:30 0:40 0:50 1:00 1:10 1:20 1:30 1:40 1:50 2:00 2:10 2:20
100
0
200
300
400
500
600
800
700
900
1000
Watts
Supermicro SYS-621C-TN12R
unresponsive
Improving energy efficiency in the data center: Endure higher temperatures with confidence with Dell PowerEdge HS5620 servers May 2024 | 12
13. Table 6: A summary of our findings over the course of the third two-hour test, where the servers ran a floating-point workload while ambient
temperatures rose from 25°C to 35°C to simulate HVAC malfunction.
Scenario 3: HVAC malfunction
Dell PowerEdge HS5620 Supermicro SYS-621C-TN12
Outcome 9 No system failure 8 System failure
Component failures None OS SSD
Component warnings None 2 SSDs, 1 CPU, 1 NIC
OS SSD average temperature 48.0°C 82.4°C
Idle SSD average temperature 49.2°C 66.4°C
Processor average temperatures 60.5°C
56.6°C
89.0°C
80.8°C
Conclusion: Remain resilient in high temperatures with the Dell
PowerEdge HS5620 to help increase efficiency
Increasing your data center’s temperature can help your organization make strides in energy efficiency and
cooling cost savings. With servers that can hold up to these higher everyday temperatures—as well as high
temperatures due to unforeseen circumstances—your business can continue to deliver the performance your
apps and clients require.
When we ran an intensive floating-point workload on a Dell PowerEdge HS5620 and a Supermicro SYS-621C-
TN12R in three scenario types simulating typical operations at 25°C, a fan failure, and an HVAC malfunction,
the Dell server experienced no component warnings or failures. In contrast, the Supermicro server experienced
warnings in all three scenario types and experienced component failures in the latter two tests, rendering the
system unusable. When we inspected and analyzed each system, we found that the Dell PowerEdge HS5620
server’s motherboard layout, fans, and chassis offered cooling design advantages.
For businesses aiming to meet sustainability goals by running hotter data centers, as well as those concerned
with server cooling design, the Dell PowerEdge HS5620 is a strong contender to take on higher temperatures
during day-to-day operations and unexpected malfunctions.
About the Dell PowerEdge HS5620
According to Dell, the 2U, two-socket PowerEdge HS5620 is “purpose-built for Cloud Service
Provider’s most popular IT applications.”7
With up to two 5th
Gen Intel®
Xeon®
Scalable processors,
up to 16 DDR5 RDIMMs at up to 5,600 MT/sec, and a selection of firmware COMM cards and SSDs
validated by vendors, the PowerEdge HS5620 boasts “tailored performance, I/O flexibility, and open
ecosystem management.”8
For more information, visit https://www.dell.com/en-us/shop/ipovw/
poweredge-hs5620.
Improving energy efficiency in the data center: Endure higher temperatures with confidence with Dell PowerEdge HS5620 servers May 2024 | 13
14. 1. ENERGY STAR, “5 Simple Ways to Avoid Energy Waste in Your Data Center,” accessed April 8, 2024,
https://www.energystar.gov/products/data_center_equipment/5-simple-ways-avoid-energy-waste-your-data-center.
2. Supermicro, “Supermicro 80mm Hot-Swappable Middle Fan (FAN-0206L4),” accessed April 9, 2024,
https://store.supermicro.com/us_en/80mm-fan-0206l4.html.
3. Electronics Cooling, “The Hidden Risk of Invisible Airflow Imbalance in an Efficient Contained Data Center,” accessed
April 4, 2024, https://www.electronics-cooling.com/2016/07/the-hidden-risk-of-invisible-airflow-imbalance-in-an-efficient-
contained-data-center/.
4. ASHRAE TC9.9, “Data Center Power Equipment Thermal Guidelines and Best Practices,” accessed April 24, 2024,
https://www.ashrae.org/file%20library/technical%20resources/bookstore/ashrae_tc0909_power_white_paper_22_
june_2016_revised.pdf.
5. Dell, “Dell PowerEdge HS5620 Technical Guide,” accessed May 8, 2024, https://www.delltechnologies.com/asset/en-us/
products/servers/technical-support/poweredge-hs5620-technical-guide.pdf.
6. Supermicro, “CloudDC SuperServer SYS-621C-TN12R,” accessed April 26, 2024,
https://www.supermicro.com/en/products/system/datasheet/sys-621c-tn12r.
7. Dell, “PowerEdge HS5620 Specification Sheet,” accessed April 1, 2024,
https://www.delltechnologies.com/asset/en-us/products/servers/technical-support/poweredge-hs5620-spec-sheet.pdf.
8. Dell, “PowerEdge HS5620 Specification Sheet.”
Principled Technologies is a registered trademark of Principled Technologies, Inc.
All other product names are the trademarks of their respective owners.
For additional information, review the science behind this report.
Principled
Technologies®
Facts matter.®
Principled
Technologies®
Facts matter.®
This project was commissioned by Dell Technologies.
Read the science behind this report at https://facts.pt/0jGWaI1
Improving energy efficiency in the data center: Endure higher temperatures with confidence with Dell PowerEdge HS5620 servers May 2024 | 14