The document compares the performance of Dell PowerEdge R750 servers equipped with Broadcom PCIe Gen4 switches to Dell PowerEdge R740xd servers with PCIe Gen3 switches. Testing showed the R750 with Gen4 switches processed over 6.5M more random read IOPS and sustained over twice the throughput on sequential read workloads compared to the R740xd with Gen3 switches. Upgrading to the R750 with Gen4 could help organizations handle more storage requests and process data faster.
Achieve more storage performance with Dell PowerEdge R750 servers equipped wi...Principled Technologies
Achieve more storage performance w/ Dell PowerEdge R750 servers with Broadcom PCIe Gen4 switches vs. a PowerEdge R740xd server equipped with Broadcom PCIe Gen3 switches
The PowerEdge R750 solution boosted performance compared to a previous-generation PowerEdge R740 with PERC 10
Conclusion
Companies increasingly turn to big data applications to solve business problems such as understanding customer habits and behavior, maintaining electronic health records, and detecting fraud. In a 2022 survey of executives, 97.0 percent had invested in big data initiatives, and 73.7 percent said their organizations had appointed a Chief Data Officer (CDO), up from 12 percent in 2012.
With so much data at play, storage becomes an essential consideration for companies as they select hardware platforms to run their vital workloads. Two primary requirements for storage are fast performance and redundancy. Companies seek storage that can quickly put actionable insights into the hands of decision makers. At the same time, it is a fact of life that storage media occasionally fails, and no company wants to risk the potentially very large expense of losing vital business data.
In our testing with a disk-intensive TeraSort big data workload, we found that a current-generation Dell PowerEdge R750 server with a Broadcom-based Dell PERC 11 RAID controller with NVMe SSDs outperformed a previous-generation PowerEdge R740 server with a Dell PERC 10 RAID controller. The newer PowerEdge R750 solution completed the workload in 13.9 percent less time and with 16.3 percent better throughput, indicating that it could speed the delivery of insights to decision makers. With its PERC 11 RAID controller, it also offers RAID support for today’s speedy NVMe SSDs. Data-driven organizations must weigh the cost savings of putting off purchases of newer servers against the benefits of investing in those same newer, more powerful servers with RAID support for NVMe drives. Our testing shows that with the Dell PowerEdge R750 server with a Broadcom technology-based Dell PERC 11 RAID controller, buyers need not choose between redundancy and high performance.
A single-socket Dell EMC PowerEdge R7515 solution delivered better value on a...Principled Technologies
If your company is running important business applications in VMware vSAN clusters of servers that are several years old, chances are good that you’re considering upgrading to newer hardware. Our testing demonstrated that our clusters of single-socket Dell EMC PowerEdge R7515 servers and clusters of dual-socket HPE ProLiant DL380 Gen10 servers could both improve upon the database performance of a legacy cluster with five-year-old servers by more than 50 percent, with the Dell EMC cluster achieving 93.4 percent of the performance of the HPE cluster.
Database server comparison: Dell PowerEdge R630 vs. Lenovo ThinkServer RD550Principled Technologies
We tested the OLTP performance of a 1U Dell PowerEdge R630, powered by Intel Xeon processors E5-2660 v3, running Microsoft Hyper-V and virtual machines running SQL Server 2014, and compared it to that of the Lenovo ThinkServer RD550 running the same software. For each server, we selected the maximum SATA SSD count that was configurable for each model. The Dell PowerEdge R630 outperformed the Lenovo ThinkServer RD550 by 14.9 percent and offered more than one and a half times the storage space for data in our configuration.
By selecting a server that handles more orders per minute and offers significantly more storage capacity potential than the competition, you get a not only faster, efficient experience for your database users, but also have the scaling potential for your storage needs ahead of your business growing.
Achieve more storage performance with Dell PowerEdge R750 servers equipped wi...Principled Technologies
Achieve more storage performance w/ Dell PowerEdge R750 servers with Broadcom PCIe Gen4 switches vs. a PowerEdge R740xd server equipped with Broadcom PCIe Gen3 switches
The PowerEdge R750 solution boosted performance compared to a previous-generation PowerEdge R740 with PERC 10
Conclusion
Companies increasingly turn to big data applications to solve business problems such as understanding customer habits and behavior, maintaining electronic health records, and detecting fraud. In a 2022 survey of executives, 97.0 percent had invested in big data initiatives, and 73.7 percent said their organizations had appointed a Chief Data Officer (CDO), up from 12 percent in 2012.
With so much data at play, storage becomes an essential consideration for companies as they select hardware platforms to run their vital workloads. Two primary requirements for storage are fast performance and redundancy. Companies seek storage that can quickly put actionable insights into the hands of decision makers. At the same time, it is a fact of life that storage media occasionally fails, and no company wants to risk the potentially very large expense of losing vital business data.
In our testing with a disk-intensive TeraSort big data workload, we found that a current-generation Dell PowerEdge R750 server with a Broadcom-based Dell PERC 11 RAID controller with NVMe SSDs outperformed a previous-generation PowerEdge R740 server with a Dell PERC 10 RAID controller. The newer PowerEdge R750 solution completed the workload in 13.9 percent less time and with 16.3 percent better throughput, indicating that it could speed the delivery of insights to decision makers. With its PERC 11 RAID controller, it also offers RAID support for today’s speedy NVMe SSDs. Data-driven organizations must weigh the cost savings of putting off purchases of newer servers against the benefits of investing in those same newer, more powerful servers with RAID support for NVMe drives. Our testing shows that with the Dell PowerEdge R750 server with a Broadcom technology-based Dell PERC 11 RAID controller, buyers need not choose between redundancy and high performance.
A single-socket Dell EMC PowerEdge R7515 solution delivered better value on a...Principled Technologies
If your company is running important business applications in VMware vSAN clusters of servers that are several years old, chances are good that you’re considering upgrading to newer hardware. Our testing demonstrated that our clusters of single-socket Dell EMC PowerEdge R7515 servers and clusters of dual-socket HPE ProLiant DL380 Gen10 servers could both improve upon the database performance of a legacy cluster with five-year-old servers by more than 50 percent, with the Dell EMC cluster achieving 93.4 percent of the performance of the HPE cluster.
Database server comparison: Dell PowerEdge R630 vs. Lenovo ThinkServer RD550Principled Technologies
We tested the OLTP performance of a 1U Dell PowerEdge R630, powered by Intel Xeon processors E5-2660 v3, running Microsoft Hyper-V and virtual machines running SQL Server 2014, and compared it to that of the Lenovo ThinkServer RD550 running the same software. For each server, we selected the maximum SATA SSD count that was configurable for each model. The Dell PowerEdge R630 outperformed the Lenovo ThinkServer RD550 by 14.9 percent and offered more than one and a half times the storage space for data in our configuration.
By selecting a server that handles more orders per minute and offers significantly more storage capacity potential than the competition, you get a not only faster, efficient experience for your database users, but also have the scaling potential for your storage needs ahead of your business growing.
Data proliferation and machine learning: The case for upgrading your servers ...Principled Technologies
Principled Technologies examined the performance improvements and cost savings associated with upgrading to the 16th Generation Dell PowerEdge R7625 for machine learning algorithms
Conclusion
As data proliferates and the sizes of databases grow, the potential to unlock valuable insights from them becomes increasingly dependent on fast architectures that can handle compute-intensive machine learning workloads such as k-means clustering and Bayesian inference. By upgrading to the latest servers, organizations can scale their processing power to meet the growing demands of their databases.
Larger databases and more powerful algorithms have the potential to give organizations a competitive edge. Faster servers can improve the accuracy of data-driven decisions by allowing organizations to use more complex algorithms and update ML models more frequently. To consider just two examples, improved performance could allow an e-commerce company to make better recommendations to customers and a financial services company to assess risks more accurately.
When we compared the machine learning performance of a 16G Dell PowerEdge R7625 server powered by 4th Gen AMD EPYC 64-core processors with Broadcom NICs and PERC 11 storage controllers to a previous-generation PowerEdge server, we found performance enhancements in terms of throughput and speed, whether running k-means clustering or Bayesian workloads. These findings suggest that organizations that rely on machine learning algorithms might gain performance advantages by upgrading to the latest generation of these Dell servers.
Consolidate and upgrade to save up to $172K: Dell PowerEdge R620 and Microso...Principled Technologies
Your growing business needs upgraded infrastructure to keep up with increased users and demand on your hardware. Adding memory and upgrading processors does not provide the same benefits to your infrastructure as a consolidation and upgrade can. Upgrading and consolidating your IT infrastructure to the Dell PowerEdge R620 running Microsoft Windows Server 2012 R2 and SQL Server 2014 can improve performance while saving money and rack space.
Based on our findings, a single Dell PowerEdge R620 can replace four four-year-old dual-socket servers with VMs running heavy SQL Server database workloads. We found that consolidating four older servers onto a Dell PowerEdge R620 and upgrading to Microsoft Windows Server 2012 R2 with Hyper-V and SQL Server 2014 could save up to $172,573 over three years, compared to keeping the four-year-old dual-socket servers. The Dell PowerEdge R620 can also consolidate 8U worth of legacy servers into 1U of space. If your business runs older versions of Microsoft SQL Server on end-of-life dual-socket servers, the Dell PowerEdge R620 with Microsoft Windows Server 2012 R2 with Hyper-V and SQL Server 2014 could save your company these costs while delivering better performance than the aging hardware and software.
Upgrade to Dell EMC PowerEdge R6515 servers and gain better OLTP and VDI perf...Principled Technologies
Additionally, PowerEdge R6515 servers with 3rd Gen AMD EPYC processors could lower licensing costs and also empower your business to explore Kubernetes with VMware Tanzu
Support more customers and gain business insights faster - Infographic Principled Technologies
Our testing found that using new Dell EMC™ servers, Toshiba Memory SSDs,and Microsoft® software in both Windows® and Linux® environments can yield big performance gains versus legacy hardware and software
Run more data analysis more quickly using Dell PowerEdge R760 serversPrincipled Technologies
The latest-generation Dell PowerEdge R760 server, powered by 4th Generation Intel Xeon Scalable processors, performed more data analysis in less time than either older server we tested
Data analytics can play a critical role in understanding your organization. With timely data analysis, decision‑makers can respond to trends or activity quickly and with the support of data-driven insight. New Dell PowerEdge R760 servers, either in addition to or in place of aging servers, can boost data warehouse workload performance to deliver insights sooner. In our testing, a latest-generation Dell PowerEdge R760 server powered by 4th Generation Intel Xeon Scalable processors completed 20 data analytics workloads in up to 41 percent less time than older Dell PowerEdge R750 and PowerEdge R740xd servers.
Handle more Oracle transactions and support more VMs with the Dell PowerEdge ...Principled Technologies
Compared to the HPE ProLiant DL380 Gen9 with Smart Array P440ar Controller
If your organization runs Oracle Database for OLTP workloads, moving to a Dell PowerEdge R7625 with PERC 12 could be a choice that improves your overall performance and allows you to consolidate your data center hardware. In our tests, the PowerEdge R7625 with PERC 12 delivered 6.3 times the total NOPM and supported 2.5 times the number of VMs the HPE ProLiant DL380 Gen9 server did. By harnessing the power of the latest in RAID controller technology, the PowerEdge R7625 can provide an upgraded Oracle Database experience compared to the competitor we tested.
Data proliferation and machine learning: The case for upgrading your servers ...Principled Technologies
Principled Technologies examined the performance improvements and cost savings associated with upgrading to the 16th Generation Dell PowerEdge R7625 for machine learning algorithms
Conclusion
As data proliferates and the sizes of databases grow, the potential to unlock valuable insights from them becomes increasingly dependent on fast architectures that can handle compute-intensive machine learning workloads such as k-means clustering and Bayesian inference. By upgrading to the latest servers, organizations can scale their processing power to meet the growing demands of their databases.
Larger databases and more powerful algorithms have the potential to give organizations a competitive edge. Faster servers can improve the accuracy of data-driven decisions by allowing organizations to use more complex algorithms and update ML models more frequently. To consider just two examples, improved performance could allow an e-commerce company to make better recommendations to customers and a financial services company to assess risks more accurately.
When we compared the machine learning performance of a 16G Dell PowerEdge R7625 server powered by 4th Gen AMD EPYC 64-core processors with Broadcom NICs and PERC 11 storage controllers to a previous-generation PowerEdge server, we found performance enhancements in terms of throughput and speed, whether running k-means clustering or Bayesian workloads. These findings suggest that organizations that rely on machine learning algorithms might gain performance advantages by upgrading to the latest generation of these Dell servers.
Optimize networking performance with the Dell PowerEdge R750 featuring a mode...Principled Technologies
Using a single 100Gb NIC provided better and more consistent performance than four 25Gb NICs
Video files and other large digital media can be taxing to networking and underlying server hardware. For organizations that frequently transmit these types of data, such as those that work in content creation, retailers that run AI on video to gather shopping data, or those hosting safety and security video solutions, speeding data transfer can make the difference in productivity or video quality. As workloads increased, we found that using
four 25Gb NICs to gain 100Gb bandwidth capability did not meet target frame rates as closely as the Broadcom 57508 solution did. The Dell PowerEdge R750 server with a Broadcom 57508 Dual Port 100Gb network interface card offered better and more consistent networking performance than the four-NIC solution—delivering up to 31 percent more FPS for a smoother, faster, video experience.
Database performance: Dell PowerEdge R730xd vs. Lenovo ThinkServer RD650Principled Technologies
Microsoft SQL Server 2014 users, take note. In our datacenter, we found that the Dell PowerEdge R730xd server based on the Intel Xeon processor E5-2600 v3 product family with the Intel SSD DC S3610 Series handled up to 27.9 percent more orders per minute than the Lenovo ThinkServer RD650 did. With three times the SSDs, the PowerEdge R730xd delivered better response times—up to 24.6 percent for application latency and up to 93.1 percent for disk latency—than the ThinkServer RD650. Getting more performance per server and better response times means you can give customers a better, faster ecommerce experience. This can allow you to buy, store, and power fewer servers, helping stretch your IT budget further.
Apache Cassandra performance advantages of the new Dell PowerEdge C6620 with ...Principled Technologies
The PowerEdge C6620 with PERC 12 delivered lower latency and higher throughput than an HPE ProLiant XL170r Gen9 server with an HPE Smart Array P440ar controller
Conclusion
Data proliferation today is rapid, and its growth shows no signs of stopping. For businesses that can take advantage of that data, there is tremendous potential value. One recent McKinsey study notes that “companies that are using data-driven B2B sales-growth engines report above-market growth and EBITDA increases in the range of 15 to 25 percent.” With data flooding in so quickly and in so many different forms, however, companies need high-performing big data solutions to have a chance at utilizing that data effectively.
We tested the performance of two platforms with a read-intensive Apache Cassandra database system bigdata workload to assess which might be better suited to speedily deliver the insights decision makers need. Compared to an older HPE ProLiant XL170r Gen9 server with an HPE Smart Array P440ar controller, the new Dell PowerEdge C6620 with Broadcom-based PERC 12 RAID controller delivered faster read and update latencies and more than twice the throughput. This improvement in performance can help you glean more value from your unstructured data more quickly. If you’re watching your stores of unstructured data grow but are still leaning on older servers for your critical Cassandra workloads, it may be time for an upgrade.
Dell PowerEdge C6620 server with Dell PowerEdge RAID Controller (PERC 12) ana...Principled Technologies
Dell PowerEdge C6620 server with Dell PowerEdge RAID Controller (PERC 12) analyzed Cassandra database data more quickly than an HPE ProLiant XL170r Gen9 server with an HPE Smart Array P440ar controller
Detailed, up-to-the-moment data analysis is becoming increasingly important for those who make business decisions. In our hands-on tests, a Dell PowerEdge C6620 server with a Dell PERC 12 RAID controller handled more operations per second for data analysis Cassandra workloads than an HPE ProLiant XL170r Gen9
server with an HPE Smart Array P440ar controller. By selecting the Dell solution, you could give the decisionmakers in your organization earlier access to in-depth, actionable intelligence, by finding anomalies quickly in unstructured data.
As our tests show, investing in the powerful new Dell PowerEdge R920 running Oracle VM Server 3.2.8 with Oracle Database 12c VMs achieves cost savings without compromising performance. In our testing, a single Dell PowerEdge R920 could perform five times the work of a single HP ProLiant DL385 G6 server; the costs to power and cool the Dell PowerEdge would be 43 percent less than the five servers it could replace. The three-year software licensing costs of the Dell PowerEdge R920 server would be 22 percent lower than the licensing costs for the five-server solution. These dramatic savings—which come out to $212,091 for our single test environment — could grow to millions of dollars in a larger consolidation effort.
Speeding time to insight: The Dell PowerEdge C6620 with Dell PERC 12 RAID con...Principled Technologies
The new PowerEdge C6620 delivered better performance—both higher throughput and lower latency—than a previous-generation PowerEdge C6520 with PERC 11
Conclusion
The vast amounts of unstructured data that people and organizations generate daily have the potential to bring incredible value to companies that can utilize it quickly and correctly. Buried in the data are insights about consumer preferences, product performance, environmental trends, and more—but to access those insights at the speed of business, you need high-performing NoSQL databases. Aging servers may be holding you back from the full value of your data.
We found that the new Dell PowerEdge C6620 with Broadcom-based PERC 12 RAID controller can speed read-intensive Apache Cassandra database workloads compared to an older server solution. Faster read and update latencies and higher throughput, as we saw the PowerEdge C6620 deliver, can speed the retrieval, processing, and analysis of your unstructured data, enabling you to more effectively extract its value. To more fully utilize your data to inform your everyday business operations, consider the Dell PowerEdge C6620 with Broadcom-based PERC 12 RAID controller.
In a VMware vSAN cluster, the latest‑generation servers powered by 4th Generation Intel Xeon Scalable processors completed more orders per minute (OPM) than clusters of older servers
If the performance of your Microsoft SQL Server workloads has diminished over time or just cannot keep up with the growing demands of your organization, then new servers could help you rectify those problems. In our transactional database testing, a VMware vSAN cluster of latest-generation Dell PowerEdge R660 servers with 4th Generation Intel Xeon Scalable processors outperformed clusters of the servers’ two most recent predecessors. The latest-generation solution handled 17 percent more OPM than the PowerEdge R650 server cluster and 2.3 times the OPM of the PowerEdge R640 cluster.
Boosting performance with the Dell Acceleration Appliance for DatabasesPrincipled Technologies
If your business is expanding and you need to support more users accessing your databases, it’s time to act. Upgrading your database infrastructure with a flash storage-based solution is a smart way to improve performance without adding more servers or taking up very much rack space, which comes at a premium. The Dell Acceleration Appliance for Databases addresses this by providing strong performance when combined with your existing infrastructure or on its own.
We found that adding a highly available DAAD solution to our database application provided up to 3.01 times the Oracle Database 12c performance, which can make a big difference to your bottom line. Additionally, the DAAD delivered 3.14 times the database performance when replacing traditional storage completely, which could enable your infrastructure to keep up with your growing business’ needs.
Moving your legacy database workloads to the Dell PowerEdge R930 can help you realize the benefits of consolidation, which can include savings in management costs, power usage, and cable management costs. More importantly, the licensing costs of the database application itself may be reduced by the consolidation effort. In addition to these benefits, greater database transactions per minute can keep your orders flowing smoothly.
We found that the Dell PowerEdge R930, powered by the Intel Xeon processor E7 v3 series, could consolidate three legacy servers running four Oracle Database 12c VMs each. The Dell PowerEdge R930 outperformed the legacy server with 4.4 times the overall database performance, delivering an average of 47.1 percent more performance per VM. By consolidating that many legacy servers, you can save up to 67 percent in rack space, 25 percent in database licenses, and even reduce other operating costs to improve your bottom line.
Maximizing Oracle Database performance with Intel SSD DC P3600 Series NVMe SS...Principled Technologies
If your organization runs critical, high-demand databases in environments such as Oracle Database, strong performance is not an option: it’s a must-have. Additionally, getting that necessary strong performance out of a single server can be essential for running a space and cost-efficient datacenter. In the Principled Technologies labs, we found that the Dell PowerEdge R930 offered strong performance for such transactional databases when configured with SATA SSDs. When we upgraded the servers to Intel SSD DC P3600 Series NVMe SSDs, performance doubled, increasing by 2.17 times, or 117 percent. If your datacenter needs a new powerhouse server, purchasing your Dell PowerEdge R930 with Intel NVMe SSDs for a cost increase of only 18 percent can double the performance you get from each server. This increases what your infrastructure can do within the same amount of space and lets you ultimately save money that would otherwise be spent purchasing additional servers and software.
Dell PowerEdge R720 rack server solutions for virtual desktop infrastructures Principled Technologies
Getting more value out of your servers is a smart way to reduce datacenter and VDI costs. In our tests, the Dell PowerEdge R720 server not only cost up to 5.4 percent less per user than the HP server, it also consumed 3.8 percent less power per virtual desktop user than the HP server when running workloads. When extrapolated over an entire rack of servers and with datacenters full of these racks, the potential savings both in hardware costs and in power costs could be dramatic.
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.
More Related Content
Similar to Achieve more storage performance with Dell PowerEdge R750 servers equipped with Broadcom PCIe Gen4 switches
Data proliferation and machine learning: The case for upgrading your servers ...Principled Technologies
Principled Technologies examined the performance improvements and cost savings associated with upgrading to the 16th Generation Dell PowerEdge R7625 for machine learning algorithms
Conclusion
As data proliferates and the sizes of databases grow, the potential to unlock valuable insights from them becomes increasingly dependent on fast architectures that can handle compute-intensive machine learning workloads such as k-means clustering and Bayesian inference. By upgrading to the latest servers, organizations can scale their processing power to meet the growing demands of their databases.
Larger databases and more powerful algorithms have the potential to give organizations a competitive edge. Faster servers can improve the accuracy of data-driven decisions by allowing organizations to use more complex algorithms and update ML models more frequently. To consider just two examples, improved performance could allow an e-commerce company to make better recommendations to customers and a financial services company to assess risks more accurately.
When we compared the machine learning performance of a 16G Dell PowerEdge R7625 server powered by 4th Gen AMD EPYC 64-core processors with Broadcom NICs and PERC 11 storage controllers to a previous-generation PowerEdge server, we found performance enhancements in terms of throughput and speed, whether running k-means clustering or Bayesian workloads. These findings suggest that organizations that rely on machine learning algorithms might gain performance advantages by upgrading to the latest generation of these Dell servers.
Consolidate and upgrade to save up to $172K: Dell PowerEdge R620 and Microso...Principled Technologies
Your growing business needs upgraded infrastructure to keep up with increased users and demand on your hardware. Adding memory and upgrading processors does not provide the same benefits to your infrastructure as a consolidation and upgrade can. Upgrading and consolidating your IT infrastructure to the Dell PowerEdge R620 running Microsoft Windows Server 2012 R2 and SQL Server 2014 can improve performance while saving money and rack space.
Based on our findings, a single Dell PowerEdge R620 can replace four four-year-old dual-socket servers with VMs running heavy SQL Server database workloads. We found that consolidating four older servers onto a Dell PowerEdge R620 and upgrading to Microsoft Windows Server 2012 R2 with Hyper-V and SQL Server 2014 could save up to $172,573 over three years, compared to keeping the four-year-old dual-socket servers. The Dell PowerEdge R620 can also consolidate 8U worth of legacy servers into 1U of space. If your business runs older versions of Microsoft SQL Server on end-of-life dual-socket servers, the Dell PowerEdge R620 with Microsoft Windows Server 2012 R2 with Hyper-V and SQL Server 2014 could save your company these costs while delivering better performance than the aging hardware and software.
Upgrade to Dell EMC PowerEdge R6515 servers and gain better OLTP and VDI perf...Principled Technologies
Additionally, PowerEdge R6515 servers with 3rd Gen AMD EPYC processors could lower licensing costs and also empower your business to explore Kubernetes with VMware Tanzu
Support more customers and gain business insights faster - Infographic Principled Technologies
Our testing found that using new Dell EMC™ servers, Toshiba Memory SSDs,and Microsoft® software in both Windows® and Linux® environments can yield big performance gains versus legacy hardware and software
Run more data analysis more quickly using Dell PowerEdge R760 serversPrincipled Technologies
The latest-generation Dell PowerEdge R760 server, powered by 4th Generation Intel Xeon Scalable processors, performed more data analysis in less time than either older server we tested
Data analytics can play a critical role in understanding your organization. With timely data analysis, decision‑makers can respond to trends or activity quickly and with the support of data-driven insight. New Dell PowerEdge R760 servers, either in addition to or in place of aging servers, can boost data warehouse workload performance to deliver insights sooner. In our testing, a latest-generation Dell PowerEdge R760 server powered by 4th Generation Intel Xeon Scalable processors completed 20 data analytics workloads in up to 41 percent less time than older Dell PowerEdge R750 and PowerEdge R740xd servers.
Handle more Oracle transactions and support more VMs with the Dell PowerEdge ...Principled Technologies
Compared to the HPE ProLiant DL380 Gen9 with Smart Array P440ar Controller
If your organization runs Oracle Database for OLTP workloads, moving to a Dell PowerEdge R7625 with PERC 12 could be a choice that improves your overall performance and allows you to consolidate your data center hardware. In our tests, the PowerEdge R7625 with PERC 12 delivered 6.3 times the total NOPM and supported 2.5 times the number of VMs the HPE ProLiant DL380 Gen9 server did. By harnessing the power of the latest in RAID controller technology, the PowerEdge R7625 can provide an upgraded Oracle Database experience compared to the competitor we tested.
Data proliferation and machine learning: The case for upgrading your servers ...Principled Technologies
Principled Technologies examined the performance improvements and cost savings associated with upgrading to the 16th Generation Dell PowerEdge R7625 for machine learning algorithms
Conclusion
As data proliferates and the sizes of databases grow, the potential to unlock valuable insights from them becomes increasingly dependent on fast architectures that can handle compute-intensive machine learning workloads such as k-means clustering and Bayesian inference. By upgrading to the latest servers, organizations can scale their processing power to meet the growing demands of their databases.
Larger databases and more powerful algorithms have the potential to give organizations a competitive edge. Faster servers can improve the accuracy of data-driven decisions by allowing organizations to use more complex algorithms and update ML models more frequently. To consider just two examples, improved performance could allow an e-commerce company to make better recommendations to customers and a financial services company to assess risks more accurately.
When we compared the machine learning performance of a 16G Dell PowerEdge R7625 server powered by 4th Gen AMD EPYC 64-core processors with Broadcom NICs and PERC 11 storage controllers to a previous-generation PowerEdge server, we found performance enhancements in terms of throughput and speed, whether running k-means clustering or Bayesian workloads. These findings suggest that organizations that rely on machine learning algorithms might gain performance advantages by upgrading to the latest generation of these Dell servers.
Optimize networking performance with the Dell PowerEdge R750 featuring a mode...Principled Technologies
Using a single 100Gb NIC provided better and more consistent performance than four 25Gb NICs
Video files and other large digital media can be taxing to networking and underlying server hardware. For organizations that frequently transmit these types of data, such as those that work in content creation, retailers that run AI on video to gather shopping data, or those hosting safety and security video solutions, speeding data transfer can make the difference in productivity or video quality. As workloads increased, we found that using
four 25Gb NICs to gain 100Gb bandwidth capability did not meet target frame rates as closely as the Broadcom 57508 solution did. The Dell PowerEdge R750 server with a Broadcom 57508 Dual Port 100Gb network interface card offered better and more consistent networking performance than the four-NIC solution—delivering up to 31 percent more FPS for a smoother, faster, video experience.
Database performance: Dell PowerEdge R730xd vs. Lenovo ThinkServer RD650Principled Technologies
Microsoft SQL Server 2014 users, take note. In our datacenter, we found that the Dell PowerEdge R730xd server based on the Intel Xeon processor E5-2600 v3 product family with the Intel SSD DC S3610 Series handled up to 27.9 percent more orders per minute than the Lenovo ThinkServer RD650 did. With three times the SSDs, the PowerEdge R730xd delivered better response times—up to 24.6 percent for application latency and up to 93.1 percent for disk latency—than the ThinkServer RD650. Getting more performance per server and better response times means you can give customers a better, faster ecommerce experience. This can allow you to buy, store, and power fewer servers, helping stretch your IT budget further.
Apache Cassandra performance advantages of the new Dell PowerEdge C6620 with ...Principled Technologies
The PowerEdge C6620 with PERC 12 delivered lower latency and higher throughput than an HPE ProLiant XL170r Gen9 server with an HPE Smart Array P440ar controller
Conclusion
Data proliferation today is rapid, and its growth shows no signs of stopping. For businesses that can take advantage of that data, there is tremendous potential value. One recent McKinsey study notes that “companies that are using data-driven B2B sales-growth engines report above-market growth and EBITDA increases in the range of 15 to 25 percent.” With data flooding in so quickly and in so many different forms, however, companies need high-performing big data solutions to have a chance at utilizing that data effectively.
We tested the performance of two platforms with a read-intensive Apache Cassandra database system bigdata workload to assess which might be better suited to speedily deliver the insights decision makers need. Compared to an older HPE ProLiant XL170r Gen9 server with an HPE Smart Array P440ar controller, the new Dell PowerEdge C6620 with Broadcom-based PERC 12 RAID controller delivered faster read and update latencies and more than twice the throughput. This improvement in performance can help you glean more value from your unstructured data more quickly. If you’re watching your stores of unstructured data grow but are still leaning on older servers for your critical Cassandra workloads, it may be time for an upgrade.
Dell PowerEdge C6620 server with Dell PowerEdge RAID Controller (PERC 12) ana...Principled Technologies
Dell PowerEdge C6620 server with Dell PowerEdge RAID Controller (PERC 12) analyzed Cassandra database data more quickly than an HPE ProLiant XL170r Gen9 server with an HPE Smart Array P440ar controller
Detailed, up-to-the-moment data analysis is becoming increasingly important for those who make business decisions. In our hands-on tests, a Dell PowerEdge C6620 server with a Dell PERC 12 RAID controller handled more operations per second for data analysis Cassandra workloads than an HPE ProLiant XL170r Gen9
server with an HPE Smart Array P440ar controller. By selecting the Dell solution, you could give the decisionmakers in your organization earlier access to in-depth, actionable intelligence, by finding anomalies quickly in unstructured data.
As our tests show, investing in the powerful new Dell PowerEdge R920 running Oracle VM Server 3.2.8 with Oracle Database 12c VMs achieves cost savings without compromising performance. In our testing, a single Dell PowerEdge R920 could perform five times the work of a single HP ProLiant DL385 G6 server; the costs to power and cool the Dell PowerEdge would be 43 percent less than the five servers it could replace. The three-year software licensing costs of the Dell PowerEdge R920 server would be 22 percent lower than the licensing costs for the five-server solution. These dramatic savings—which come out to $212,091 for our single test environment — could grow to millions of dollars in a larger consolidation effort.
Speeding time to insight: The Dell PowerEdge C6620 with Dell PERC 12 RAID con...Principled Technologies
The new PowerEdge C6620 delivered better performance—both higher throughput and lower latency—than a previous-generation PowerEdge C6520 with PERC 11
Conclusion
The vast amounts of unstructured data that people and organizations generate daily have the potential to bring incredible value to companies that can utilize it quickly and correctly. Buried in the data are insights about consumer preferences, product performance, environmental trends, and more—but to access those insights at the speed of business, you need high-performing NoSQL databases. Aging servers may be holding you back from the full value of your data.
We found that the new Dell PowerEdge C6620 with Broadcom-based PERC 12 RAID controller can speed read-intensive Apache Cassandra database workloads compared to an older server solution. Faster read and update latencies and higher throughput, as we saw the PowerEdge C6620 deliver, can speed the retrieval, processing, and analysis of your unstructured data, enabling you to more effectively extract its value. To more fully utilize your data to inform your everyday business operations, consider the Dell PowerEdge C6620 with Broadcom-based PERC 12 RAID controller.
In a VMware vSAN cluster, the latest‑generation servers powered by 4th Generation Intel Xeon Scalable processors completed more orders per minute (OPM) than clusters of older servers
If the performance of your Microsoft SQL Server workloads has diminished over time or just cannot keep up with the growing demands of your organization, then new servers could help you rectify those problems. In our transactional database testing, a VMware vSAN cluster of latest-generation Dell PowerEdge R660 servers with 4th Generation Intel Xeon Scalable processors outperformed clusters of the servers’ two most recent predecessors. The latest-generation solution handled 17 percent more OPM than the PowerEdge R650 server cluster and 2.3 times the OPM of the PowerEdge R640 cluster.
Boosting performance with the Dell Acceleration Appliance for DatabasesPrincipled Technologies
If your business is expanding and you need to support more users accessing your databases, it’s time to act. Upgrading your database infrastructure with a flash storage-based solution is a smart way to improve performance without adding more servers or taking up very much rack space, which comes at a premium. The Dell Acceleration Appliance for Databases addresses this by providing strong performance when combined with your existing infrastructure or on its own.
We found that adding a highly available DAAD solution to our database application provided up to 3.01 times the Oracle Database 12c performance, which can make a big difference to your bottom line. Additionally, the DAAD delivered 3.14 times the database performance when replacing traditional storage completely, which could enable your infrastructure to keep up with your growing business’ needs.
Moving your legacy database workloads to the Dell PowerEdge R930 can help you realize the benefits of consolidation, which can include savings in management costs, power usage, and cable management costs. More importantly, the licensing costs of the database application itself may be reduced by the consolidation effort. In addition to these benefits, greater database transactions per minute can keep your orders flowing smoothly.
We found that the Dell PowerEdge R930, powered by the Intel Xeon processor E7 v3 series, could consolidate three legacy servers running four Oracle Database 12c VMs each. The Dell PowerEdge R930 outperformed the legacy server with 4.4 times the overall database performance, delivering an average of 47.1 percent more performance per VM. By consolidating that many legacy servers, you can save up to 67 percent in rack space, 25 percent in database licenses, and even reduce other operating costs to improve your bottom line.
Maximizing Oracle Database performance with Intel SSD DC P3600 Series NVMe SS...Principled Technologies
If your organization runs critical, high-demand databases in environments such as Oracle Database, strong performance is not an option: it’s a must-have. Additionally, getting that necessary strong performance out of a single server can be essential for running a space and cost-efficient datacenter. In the Principled Technologies labs, we found that the Dell PowerEdge R930 offered strong performance for such transactional databases when configured with SATA SSDs. When we upgraded the servers to Intel SSD DC P3600 Series NVMe SSDs, performance doubled, increasing by 2.17 times, or 117 percent. If your datacenter needs a new powerhouse server, purchasing your Dell PowerEdge R930 with Intel NVMe SSDs for a cost increase of only 18 percent can double the performance you get from each server. This increases what your infrastructure can do within the same amount of space and lets you ultimately save money that would otherwise be spent purchasing additional servers and software.
Dell PowerEdge R720 rack server solutions for virtual desktop infrastructures Principled Technologies
Getting more value out of your servers is a smart way to reduce datacenter and VDI costs. In our tests, the Dell PowerEdge R720 server not only cost up to 5.4 percent less per user than the HP server, it also consumed 3.8 percent less power per virtual desktop user than the HP server when running workloads. When extrapolated over an entire rack of servers and with datacenters full of these racks, the potential savings both in hardware costs and in power costs could be dramatic.
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.
Improving energy efficiency in the data center: Endure higher temperatures wi...Principled Technologies
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.
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.
Open up new possibilities with higher transactional database performance from...Principled Technologies
In our PostgreSQL tests, R7i instances boosted performance over R6i instances with previous-gen processors
If you use the open-source PostgreSQL database to run your critical business operations, you have many cloud options from which to choose. While many of these instances can do the job, some can deliver stronger performance, which can mean getting a greater return on your cloud investment.
We conducted hands-on testing with the HammerDB TPROC-C benchmark to see how the PostgreSQL performance of Amazon EC2 R7i instances, enabled by 4th Gen Intel Xeon Scalable processors, stacked up to that of R6i instances with previous-generation processors. We learned that small, medium-sized, and large R7i instances with the newer processors delivered better OLTP performance, with improvements as high as 13.8 percent. By choosing the R7i instances, your organization has the potential to support more users, deliver a better experience to those users, and even lower your cloud operating expenditures by requiring fewer instances to get the job done.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
Welcome to the first live UiPath Community Day Dubai! Join us for this unique occasion to meet our local and global UiPath Community and leaders. You will get a full view of the MEA region's automation landscape and the AI Powered automation technology capabilities of UiPath. Also, hosted by our local partners Marc Ellis, you will enjoy a half-day packed with industry insights and automation peers networking.
📕 Curious on our agenda? Wait no more!
10:00 Welcome note - UiPath Community in Dubai
Lovely Sinha, UiPath Community Chapter Leader, UiPath MVPx3, Hyper-automation Consultant, First Abu Dhabi Bank
10:20 A UiPath cross-region MEA overview
Ashraf El Zarka, VP and Managing Director MEA, UiPath
10:35: Customer Success Journey
Deepthi Deepak, Head of Intelligent Automation CoE, First Abu Dhabi Bank
11:15 The UiPath approach to GenAI with our three principles: improve accuracy, supercharge productivity, and automate more
Boris Krumrey, Global VP, Automation Innovation, UiPath
12:15 To discover how Marc Ellis leverages tech-driven solutions in recruitment and managed services.
Brendan Lingam, Director of Sales and Business Development, Marc Ellis
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Achieve more storage performance with Dell PowerEdge R750 servers equipped with Broadcom PCIe Gen4 switches
1. Achieve more storage
performance with Dell
PowerEdge R750 servers
equipped with Broadcom PCIe
Gen4 switches
vs. a PowerEdge R740xd server equipped
with Broadcom PCIe Gen3 switches
Investing in the right new servers can provide your organization
with the resources it needs to grow business and keep customers
happy. The Dell PowerEdge™
R750 server comes equipped with the
Broadcom PCIe®
Gen 4.0 ExpressFabric Platform, which delivers
latest-gen features and benefits that have the potential to help you
accelerate data transfer speeds.
To understand the data transfer speed advantages of the 15G Dell
PowerEdge R750 server with PCIe Gen4 switches, we compared its
input/output operations per second (IOPS) and throughput to those
of a previous-gen Dell PowerEdge R740xd server with Broadcom PCIe
Gen3 switches.
In our tests, the Dell PowerEdge R750 server with PCIe Gen4 switches
processed over 6.5M more random read IOPS and sustained over
twice the gibibytes per second (GiB/s) on a 1MB sequential read
workload compared to a previous-generation PowerEdge R740xd
server with PCIe Gen3 switches.
Sustain more
concurrent throughput
Up to 2.2x the GiB/s on
sequential read workloads*
Up to 1.9x the GiB/s
on sequential write
workloads*
Process more
storage requests
Up to 2.1x the raw
IOPS on random read
workloads*
*compared to a PowerEdge R740xd server
with Broadcom PCIe Gen3 switches
Achieve more storage performance with Dell PowerEdge R750 servers equipped with Broadcom PCIe Gen4 switches April 2022
A Principled Technologies report: Hands-on testing. Real-world results.
2. About the Dell PowerEdge
R750 server
The Dell PowerEdge R750 is a full-
featured, general purpose 2U rack
server powered by 3rd
Gen Intel®
Xeon®
Scalable processors. According
to Dell, the PowerEdge R750 is
purpose-built to optimize application
performance and acceleration with
PCIe Gen 4.0 compatibility, eight
channels of memory per CPU, and up
to 24 NVMe™
drives. It also includes
“improved air-cooling features and
optional Direct Liquid Cooling to
support increasing power and thermal
requirements.”1
About Broadcom PCIe
Gen4 technology in Dell
PowerEdge servers
According to Dell, the new
PEX88000 PCIe Gen 4.0 series of
switches on the motherboard of
new Dell PowerEdge R750 servers
“allow customers to build systems
from simple PCIe connectivity inside
the box to high performance, low
latency, scalable, cost-effective PCIe
fabrics for composable hyper-scale
compute systems.”2
How we tested
We compared the server and storage switch performance of a Dell
PowerEdge R750 equipped with the new Dell PEX88000 series switch,
which is a Broadcom PCIe Gen4 switched topology storage adapter,
to that of a Dell PowerEdge R740xd, equipped with a Broadcom PCIe
Gen3 switch (Dell PEX 9733). Both solutions were dual-processor, and
each processor controlled a single switch. To measure each solution’s
block storage performance, we captured Flexible input/output (FIO)
benchmark performance metrics, which offer insight into server and
storage adapter performance by showing:
• The number of IOPS a solution can handle, indicating whether it
can process a high volume of storage requests at once.
• The amount of information (in GiB) a solution can process per
second (throughput), indicating how well it can process a high
volume of data.
We tested with 8, 12, and 24 NVMe drives, evenly splitting the drives
between the switches—and we used the NVMe Command Line Interface
(NVMe-CLI) software to manage interrupts on the NVMe SSDs on the
PowerEdge R750.
To make sure that the performance differences we note on the following
pages were the result of the PCIe switches and not a bottleneck on the
drives, we performed single drive tests to validate performance and
calculated the theoretical maximum performance NVMe drives could
deliver (NVMe max) by multiplying these numbers by 8, 12, and 24. If
the performance was less than the calculated maximum for the number
of drives, then we could infer that the drives were not the bottleneck.
We used the BIOS to limit the available cores per processor and
measure scalability. We tested with 8, 16, 36 (2 x 18 core CPUs on
the R740xd), and 56 (2 x 28 core CPUs on the R750). If performance
improved as we added cores, we knew that the processor was limiting
performance. If there was no difference in performance as we added
cores, that told us that the processor was not limiting performance.
To show how much data each server solution could process per second
on the above-mentioned drive and core configurations, we ran a FIO
workload with small blocks (4 KB) of data—once using random reads
and again using random writes. These are our IOPS results. Then,
we repeated the process on large blocks of data (1 MB)—once using
sequential reads and again using sequential writes. These are our
GiB/s results.
For detailed system configuration information, benchmark parameters,
and a step-by-step testing methodology, see the science behind
the report.
Achieve more storage performance with Dell PowerEdge R750 servers equipped with Broadcom PCIe Gen4 switches April 2022 | 2
3. How upgrading to 15G Dell PowerEdge
servers can help your business
The world is more connected and data-driven than ever before. And legacy
infrastructure can have a hard time keeping up in this new and exciting digital
territory. 15G Dell PowerEdge servers with NVMe have the potential to help
your company keep pace with evolving demands. The PCIe 4.0 capabilities
in the Dell PowerEdge R750 server we tested double the throughput rate per
lane from 8GT/s to 16GT/s over previous-generation 3.0 capabilities.3
Some estimates forecast that worldwide retail commerce sales are estimated
“to grow by 50 percent over the next four years, reaching about 7.4 trillion
dollars by 2025.”4
In this evolving landscape, the speed at which your
infrastructure responds to queries can make the difference between discarded
shopping carts and successful sales.
The need to constantly improve the customer experience is driving innovation
and change in the financial market as well. PwC reports that 63 percent of
insurance company CEOs think Internet of things (IoT) is important in their
business strategy. And Tipalti predicts that AI will power 95 percent of all
customer interactions in the next decade.5
Additionally, the global edge computing market size for “industries relying
on IoT devices, sensors through edge nodes, devices, and localized data
centers […] telehealth services […] autonomous vehicles and connected car
infrastructure […]” is projected to reach $55,930 million by 2028.6
The PCIe 4.0
capabilities (doubled bandwidth per lane) in the Dell PowerEdge R750 server
can enable these industries to handle more or heavier traffic from the devices
already present.
Achieve more storage performance with Dell PowerEdge R750 servers equipped with Broadcom PCIe Gen4 switches April 2022 | 3
4. What is the difference between
random and sequential workloads?
Our FIO benchmark testing incorporated
random and sequential workloads, which
use different patterns for accessing and
storing data. For example, a user who
browses multiple web pages in an online
store before making a purchase represents
a read-heavy random workload because
the application may have to pull data from
multiple drives. By contrast, streaming video
necessitates that a server read that data
sequentially in a single continuous stream.
The same rule applies to storing data.
Running both types of workloads provides
insight into how the server solution handles
the access, retrieval, and saving of data.
Performance and scalability
Running 4KB random read and write workloads as
well as 1MB sequential read and write workloads
provides an overarching view of how each solution
handles the transfer of different data types
and sizes.
To determine each solution’s scalability, we
also gathered 8, 16, and 36 (plus 56 for the
PowerEdge R750) core performance metrics
for both server solutions in these three NVMe
drive configurations.
We found that the Dell PowerEdge R750 server
with PCIe Gen4 switches processed significantly
more storage requests and sustained more
concurrent throughput both to and from storage
than the Dell PowerEdge R740xd server with PCIe
Gen3 switches.
Achieve more storage performance with Dell PowerEdge R750 servers equipped with Broadcom PCIe Gen4 switches April 2022 | 4
5. Random read
testing results
Based on the raw IOPS output
we saw in FIO benchmark
testing, upgrading from
previous-generation Dell
PowerEdge R740xd servers
to the latest-generation Dell
PowerEdge R750 servers
could help your organization
expand its user base or
deliver performance gains for
I/O‑intensive applications.
Millions
of
IOPS
Cores
PowerEdge R750 PowerEdge R740xd
Random read FIO results with 8 NVMe drives
2
0
4
6
8
10
12
0 10 20 30 40 50 60
Cores
0 10 20 30 40 50 60
Thousands
of
IOPS
Random read FIO results with 12 NVMe drives
2
0
4
6
8
10
12
PowerEdge R750 PowerEdge R740xd
Millions
of
IOPS
Cores
0 10 20 30 40 50 60
Random read FIO results with 24 NVMe drives
2
0
4
6
8
10
12
PowerEdge R750 PowerEdge R740xd
Millions
of
IOPS
Cores
0 10 20 30 40 50 60
Figure 1: Random read
FIO benchmark results
with 8 NVMe drives
and increasing cores.
Higher is better. Source:
Principled Technologies.
Figure 2: Random read
FIO benchmark results
with 12 NVMe drives
and increasing cores.
Higher is better. Source:
Principled Technologies.
Figure 3: Random read
FIO benchmark results
with 24 NVMe drives
and increasing cores.
Higher is better. Source:
Principled Technologies.
Up to
12 million
IOPS
Up to
11.4 million
IOPS
Up to
12.3 million
IOPS
with 8 drives
with 12 drives
with 24 drives
Process more
outgoing storage
requests
Up to 2.1x
the raw IOPS
Achieve more storage performance with Dell PowerEdge R750 servers equipped with Broadcom PCIe Gen4 switches April 2022 | 5
6. Process more
incoming
storage requests
Up to 1.1x
the raw IOPS
Random write FIO results with 8 NVMe drives
PowerEdge R750 PowerEdge R740xd
2
0
4
6
8
10
12
Millions
of
IOPS
Cores
0 10 20 30 40 50 60
Random write FIO results with 12 NVMe drives
PowerEdge R750 PowerEdge R740xd
2
0
4
6
8
10
12
Millions
of
IOPS
Cores
0 10 20 30 40 50 60
PowerEdge R750 PowerEdge R740xd
Random write FIO results with 24 NVMe drives
2
0
4
6
8
10
12
Millions
of
IOPS
Cores
0 10 20 30 40 50 60
Up to
2.8 million
IOPS
Up to
4.2 million
IOPS
Up to
7.3 million
IOPS
with 8 drives
with 12 drives
with 24 drives
Figure 4: Random write FIO
benchmark results with 8
NVMe drives and increasing
cores. Higher is better. Source:
Principled Technologies.
Figure 5: Random write FIO
benchmark results with 12
NVMe drives and increasing
cores. Higher is better. Source:
Principled Technologies.
Figure 6: Random write FIO
benchmark results with 24
NVMe drives and increasing
cores. Higher is better. Source:
Principled Technologies.
Random write testing results
In the random write comparison, we found that the NVMe drives, not the
Broadcom switch or processors, were a bottleneck. While adding cores slightly
increased performance across the board, both solutions topped out with IOPS
numbers that were similar to those we predicted based on our NVMe max
calculations. For random write testing results, see the science behind the report.
Achieve more storage performance with Dell PowerEdge R750 servers equipped with Broadcom PCIe Gen4 switches April 2022 | 6
7. Sequential read FIO benchmark results with 12 NVMe drives
PowerEdge R750 PowerEdge R740xd
Cores
0 10 20 30 40 50 60
10
0
20
30
40
50
60
Throughput
(GiB/s)
Sequential read FIO benchmark results with 24 NVMe drives
PowerEdge R750 PowerEdge R740xd
Cores
0 10 20 30 40 50 60
10
0
20
30
40
50
60
Throughput
(GiB/s)
Throughput
(GiB/s)
PowerEdge R750 PowerEdge R740xd
Sequential read FIO benchmark results with 8 NVMe drives
10
0
20
30
40
50
60
Cores
0 10 20 30 40 50 60
The importance of
throughput
Investing in a solution
with high throughput and
IOPS could have a direct
impact on a company’s
bottom line. According to
Data Center Knowledge,
“Throughput is the result
of IOPS, and the block
size for each I/O being
sent or received. Since a
256KB block has 64 times
the amount of data as a
4K block, size impacts
throughput. In addition,
the size and quantity
of blocks impacts
bandwidth on the fabric
and the amount of
processing required on
the servers, network and
storage environments.
All of these items have a
big impact on application
performance.”7
Sustain more outgoing
concurrent throughput
Up to 2.2x the GiB/s
Figure 7: Sequential read
FIO benchmark results
with 8 NVMe drives
and increasing cores.
Higher is better. Source:
Principled Technologies.
Figure 8: Sequential read
FIO benchmark results
with 12 NVMe drives
and increasing cores.
Higher is better. Source:
Principled Technologies.
Figure 9: Sequential read
FIO benchmark results
with 24 NVMe drives
and increasing cores.
Higher is better. Source:
Principled Technologies.
Up to
50.9 GiB/s
Up to
53.2 GiB/s
Up to
53.2 GiB/s
with 8 drives
with 12 drives
with 24 drives
Sequential read testing results
The higher volume of outgoing large blocks of data (1 MB) processed by
the Dell PowerEdge R750 solution could benefit applications that stream
video, allow users to import large amounts of data in less time, and enable
employees to access large files more quickly.
Achieve more storage performance with Dell PowerEdge R750 servers equipped with Broadcom PCIe Gen4 switches April 2022 | 7
8. PowerEdge R750 PowerEdge R740xd
Sequential write FIO benchmark results with 8 NVMe drives
Cores
0 10 20 30 40 50 60
10
0
20
30
40
50
60
Throughput
(GiB/s) Sustain more incoming
concurrent throughput
Up to 1.9x the GiB/s
Figure 10: Sequential write
FIO benchmark results with 8
NVMe drives and increasing
cores. Higher is better. Source:
Principled Technologies.
Figure 11: Sequential write
FIO benchmark results with 12
NVMe drives and increasing
cores. Higher is better. Source:
Principled Technologies.
Up to
31.6 GiB/s
with 8 drives
Sequential write FIO benchmark results with 12 NVMe drives
PowerEdge R750 PowerEdge R740xd
Cores
0 10 20 30 40 50 60
10
0
20
30
40
50
60
Throughput
(GiB/s)
Sequential write FIO benchmark results with 24 NVMe drives
PowerEdge R750 PowerEdge R740xd
Cores
0 10 20 30 40 50 60
10
0
20
30
40
50
60
Throughput
(GiB/s)
Up to
49.3 GiB/s
with 24 drives
Up to
47.5 GiB/s
with 12 drives
Figure 12: Sequential write
FIO benchmark results
with 24 NVMe drives
and increasing cores.
Higher is better. Source:
Principled Technologies.
Sequential write testing results
The higher volume of incoming large blocks of data processed by
the Dell PowerEdge R750 solution could benefit applications that
render video, allow users to export large amounts of data in less
time, and enable employees to copy information from one file to
another more quickly.
Achieve more storage performance with Dell PowerEdge R750 servers equipped with Broadcom PCIe Gen4 switches April 2022 | 8
9. Conclusion
Investing in the right new servers can help you grow your business and keep customers happy.
We found that Dell PowerEdge R750 servers equipped with Broadcom PCIe Gen4 switches
improved data transfer speeds over a previous-gen PowerEdge R740xd. In our FIO benchmark
tests, this 15G Dell PowerEdge server processed significantly more storage requests and
sustained more concurrent throughput both to and from storage than a Dell PowerEdge R740xd
server with PCIe Gen3 switches.
1. Dell, “Dell EMC PowerEdge R750 Spec Sheet,” accessed February 1, 2022,
https://i.dell.com/sites/csdocuments/Product_Docs/en/poweredge-R750-spec-sheet.pdf.
2. Broadcom, “PEX8000 Series Managed PCI Express 4.0 Switches Product Brief,” accessed February 2,
2022, https://docs.broadcom.com/doc/BC-0484EN.
3. MiniTool Partition Wizard, “PCIe 3.0 vs. 4.0: What’s the Difference and Which is Better [Clone Disk],”
accessed April 12, 2022, https://www.partitionwizard.com/clone-disk/pcie-3-vs-4.html.
4. Statista, “Retail e-commerce sales worldwide from 2014 to 2025,” accessed February 2, 2022,
https://www.statista.com/statistics/379046/worldwide-retail-e-commerce-sales/.
5. Tipalti, “Chart-Topping FinTech Stats for 2022,” accessed February 10, 2022,
https://tipalti.com/fintech-stats-for-2022/.
6. Valuates Reports, “Global Edge Computing Market Insights and Forecast to 2028,” accessed March 23,
2022, https://reports.valuates.com/market-reports/QYRE-Auto-35M1599/global-edge-computing.
7. Data Center Knowledge, “The Impact of Block Sizes in a Data Center,” accessed February 14, 2022,
https://www.datacenterknowledge.com/archives/2016/05/04/impact-block-sizes-data-center.
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/KwE4FeA
Achieve more storage performance with Dell PowerEdge R750 servers equipped with Broadcom PCIe Gen4 switches April 2022 | 9