SlideShare a Scribd company logo
Boost throughput for big data workloads with
Dell PowerEdge R750 servers featuring Dell
PowerEdge RAID Controllers (PERC 11)
Compared to a legacy solution, this new Dell solution increased
Hadoop performance in our testing
For organizations relying on Apache™
Hadoop®
for big data storage and analysis, it’s important
to choose a computing solution that can deliver fast analytics for very large quantities of data.
The more up-to-date the data and analysis, the more likely that businesses can effectively use
that data to make an informed decision.
At Principled Technologies, we used the TeraSort benchmark to measure the Apache Hadoop
performance of two server solutions in virtualized environments:
• A Dell™
PowerEdge™
R750 server with a Dell PERC 11 RAID controller
• A previous-generation Dell PowerEdge R740 server with a PERC 10 RAID controller
We found that in both metrics we tested—time to complete a workload and throughput while
completing that workload—the PowerEdge R750 server featuring the Dell PERC 11 RAID
controller offered stronger performance, finishing the workload faster with higher throughput.
Complete Hadoop
workloads faster
13.9% less time to
complete a TeraSort disk-
intensive workload*
Increase
throughput
16.3% more GB/s*
*Dell PowerEdge R750 server with Dell PERC 11 RAID controller vs. Dell PowerEdge R740 server with PERC 10 RAID controller
January 2023 (Revised)
Boost throughput for big data workloads with Dell PowerEdge R750 servers
featuring Dell PowerEdge RAID Controllers (PERC 11)
A Principled Technologies report: Hands-on testing. Real-world results.
How we tested
We deployed two Hadoop environments, one with the Dell PowerEdge R750 server with
Dell PERC 11 RAID controller and one with the PowerEdge R740 server with PERC 10 RAID
controller. Both servers had SAS SSDs, which we chose to stress the RAID controller, and
both environments used Linux VMs.
To test the solutions’ capabilities around big data workloads, we used the TeraSort
benchmark, which measures Apache Hadoop performance. Apache Hadoop is “a
framework that allows for the distributed processing of large data sets” and is “designed to
scale up from single servers to thousands of machines.”1
The TeraSort benchmark, part of
the HiBench suite of benchmarks, sorts billions of records inside Apache Hadoop, making it
a useful way to test Hadoop big data performance.
About the Dell PowerEdge
R750 server
The Dell PowerEdge R750 is a full-featured,
general-purpose 2U rack server featuring
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.2
It also includes
“I/O bandwidth and storage to
address data requirements – ideal for:
traditional corporate IT, database and
analytics, virtual desktop infrastructure,
AI/ML, and HPC.”3
To learn more about the Dell PowerEdge
R750, check out the spec sheet at https://i.
dell.com/sites/csdocuments/Product_Docs/en/
poweredge-R750-spec-sheet.pdf.
Boost throughput for big data workloads with Dell PowerEdge R750 servers
featuring Dell PowerEdge RAID Controllers (PERC 11)
January 2023 (Revised) | 2
Finish big data workloads faster
Whether you’re looking to big data for insights about everyday operations or answers about a new offering,
the faster a solution can complete a big data workload, the more quickly your organization can use that data
effectively. In our testing, the Dell PowerEdge R750 server with Dell PERC 11 RAID controller completed the
TeraSort workload in 13.9 percent less time than the previous-generation PowerEdge R740 with PERC 10 RAID
controller, showing that for this type of big data workload, newer is faster.
Figure 1: Time required for both solutions to complete a TeraSort workload on Apache Hadoop. Lower is better.
Source: Principled Technologies.
Time to complete TeraSort workload
Min:sec | Lower is better
Dell PowerEdge R750 with Dell PERC 11 Dell PowerEdge R740 with PERC 10
4:13
4:54
Boost throughput for big data workloads with Dell PowerEdge R750 servers
featuring Dell PowerEdge RAID Controllers (PERC 11)
January 2023 (Revised) | 3
Increase throughput for big data workloads
In addition to measuring the time it took both solutions to complete a TeraSort workload, we measured the
throughput, or amount of data per second, that both servers processed. The Dell PowerEdge R750 server
featuring the Dell PERC 11 RAID controller sustained 16.3 percent higher throughput than the previous-
generation solution.
Figure 2: Throughput for both solutions during a TeraSort workload. Higher is better. Source: Principled Technologies.
About the Dell PERC 11
RAID controller
According to Dell, PERC 11 RAID controllers offer
support for PCIe Gen 4, support for hot-swapping
devices, non-volatile cache, secure enterprise key
manager security, and more.4
Throughput on a TeraSort workload
GB/s | Higher is better
Dell PowerEdge R750 with Dell PERC 11 Dell PowerEdge R740 with PERC 10
0.71
0.61
Boost throughput for big data workloads with Dell PowerEdge R750 servers
featuring Dell PowerEdge RAID Controllers (PERC 11)
January 2023 (Revised) | 4
Conclusion
For the most up-to-date decision-making based on big data, you need a solution that can analyze that data
quickly. In our testing with the TeraSort benchmark on two Apache Hadoop environments, a Dell PowerEdge
R750 server with Dell PERC 11 RAID controller completed a big data workload faster and with higher throughput
than a previous-generation PowerEdge R740 server with PERC 10 RAID controller.
1. “Apache Hadoop,”, accessed November 14, 2022, https://hadoop.apache.org/.
2. Dell, “Dell EMC PowerEdge R750 Spec Sheet,” accessed November 14, 2022,
https://i.dell.com/sites/csdocuments/Product_Docs/en/poweredge-R750-spec-sheet.pdf.
3. Dell, “Dell EMC PowerEdge R750 Spec Sheet.”
4. Dell, “Dell PowerEdge RAID Controller 11 User’s Guide PERC H755 adapter, H755 front SAS, H755N front NVMe, H755
MX adapter, H750 adapter SAS, H355 adapter SAS, H355 front SAS, H350 adapter SAS, H350 Mini Mo,”
accessed November 14, 2022, https://www.dell.com/support/manuals/en-pa/perc-h755/perc11_ug/technical-specifica-
tions-of-perc-11-cards?guid=guid-aaaf8b59-903f-49c1-8832-f3997d125edf&lang=en-pa.
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/mJepPM7
January 2023 (Revised)
Boost throughput for big data workloads with Dell PowerEdge R750 servers
featuring Dell PowerEdge RAID Controllers (PERC 11)

More Related Content

Similar to Boost throughput for big data workloads with Dell PowerEdge R750 servers featuring Dell PowerEdge RAID Controllers (PERC 11)

Run compute-intensive Apache Hadoop big data workloads faster with Dell EMC P...
Run compute-intensive Apache Hadoop big data workloads faster with Dell EMC P...Run compute-intensive Apache Hadoop big data workloads faster with Dell EMC P...
Run compute-intensive Apache Hadoop big data workloads faster with Dell EMC P...
Principled Technologies
 
Dell PowerEdge R930 with Oracle: The benefits of upgrading to PCIe storage us...
Dell PowerEdge R930 with Oracle: The benefits of upgrading to PCIe storage us...Dell PowerEdge R930 with Oracle: The benefits of upgrading to PCIe storage us...
Dell PowerEdge R930 with Oracle: The benefits of upgrading to PCIe storage us...
Principled Technologies
 
Consolidating Oracle database servers onto Dell PowerEdge R920 running Oracle...
Consolidating Oracle database servers onto Dell PowerEdge R920 running Oracle...Consolidating Oracle database servers onto Dell PowerEdge R920 running Oracle...
Consolidating Oracle database servers onto Dell PowerEdge R920 running Oracle...
Principled Technologies
 
Data proliferation and machine learning: The case for upgrading your servers ...
Data proliferation and machine learning: The case for upgrading your servers ...Data proliferation and machine learning: The case for upgrading your servers ...
Data proliferation and machine learning: The case for upgrading your servers ...
Principled Technologies
 
DellEMC PowerEdge R740xd Rack Server - Sinteza Co
DellEMC PowerEdge R740xd Rack Server - Sinteza CoDellEMC PowerEdge R740xd Rack Server - Sinteza Co
DellEMC PowerEdge R740xd Rack Server - Sinteza Co
SintezaCo
 
Dell PowerEdge R920 running Oracle Database: Benefits of upgrading with NVMe ...
Dell PowerEdge R920 running Oracle Database: Benefits of upgrading with NVMe ...Dell PowerEdge R920 running Oracle Database: Benefits of upgrading with NVMe ...
Dell PowerEdge R920 running Oracle Database: Benefits of upgrading with NVMe ...
Principled Technologies
 
Consolidating Oracle database servers onto Dell PowerEdge R920 running Oracle VM
Consolidating Oracle database servers onto Dell PowerEdge R920 running Oracle VMConsolidating Oracle database servers onto Dell PowerEdge R920 running Oracle VM
Consolidating Oracle database servers onto Dell PowerEdge R920 running Oracle VM
Principled Technologies
 
Analyze data from Cassandra databases more quickly: Select Dell PowerEdge C66...
Analyze data from Cassandra databases more quickly: Select Dell PowerEdge C66...Analyze data from Cassandra databases more quickly: Select Dell PowerEdge C66...
Analyze data from Cassandra databases more quickly: Select Dell PowerEdge C66...
Principled Technologies
 
Run compute-intensive Apache Hadoop big data workloads faster with Dell EMC P...
Run compute-intensive Apache Hadoop big data workloads faster with Dell EMC P...Run compute-intensive Apache Hadoop big data workloads faster with Dell EMC P...
Run compute-intensive Apache Hadoop big data workloads faster with Dell EMC P...
Principled Technologies
 
Get better Oracle Database performance when you upgrade to the Dell PowerEdge...
Get better Oracle Database performance when you upgrade to the Dell PowerEdge...Get better Oracle Database performance when you upgrade to the Dell PowerEdge...
Get better Oracle Database performance when you upgrade to the Dell PowerEdge...
Principled Technologies
 
Database server comparison: Dell PowerEdge R630 vs. Lenovo ThinkServer RD550
Database server comparison: Dell PowerEdge R630 vs. Lenovo ThinkServer RD550Database server comparison: Dell PowerEdge R630 vs. Lenovo ThinkServer RD550
Database server comparison: Dell PowerEdge R630 vs. Lenovo ThinkServer RD550
Principled Technologies
 
Consolidating Oracle database servers on the Dell PowerEdge R930
Consolidating Oracle database servers on the Dell PowerEdge R930Consolidating Oracle database servers on the Dell PowerEdge R930
Consolidating Oracle database servers on the Dell PowerEdge R930
Principled Technologies
 
Elevate your e-commerce business by upgrading to the Dell EMC PowerEdge R740x...
Elevate your e-commerce business by upgrading to the Dell EMC PowerEdge R740x...Elevate your e-commerce business by upgrading to the Dell EMC PowerEdge R740x...
Elevate your e-commerce business by upgrading to the Dell EMC PowerEdge R740x...
Principled Technologies
 
Boosting performance with the Dell Acceleration Appliance for Databases
Boosting performance with the Dell Acceleration Appliance for DatabasesBoosting performance with the Dell Acceleration Appliance for Databases
Boosting performance with the Dell Acceleration Appliance for Databases
Principled Technologies
 
Run more applications without expanding your datacenter
Run more applications without expanding your datacenterRun more applications without expanding your datacenter
Run more applications without expanding your datacenter
Principled Technologies
 
Apache Cassandra performance advantages of the new Dell PowerEdge C6620 with ...
Apache Cassandra performance advantages of the new Dell PowerEdge C6620 with ...Apache Cassandra performance advantages of the new Dell PowerEdge C6620 with ...
Apache Cassandra performance advantages of the new Dell PowerEdge C6620 with ...
Principled Technologies
 
A single-socket Dell EMC PowerEdge R7515 solution delivered better value on a...
A single-socket Dell EMC PowerEdge R7515 solution delivered better value on a...A single-socket Dell EMC PowerEdge R7515 solution delivered better value on a...
A single-socket Dell EMC PowerEdge R7515 solution delivered better value on a...
Principled Technologies
 
Achieve more analytics work, faster, with the Dell EMC PowerEdge R740xd - Sum...
Achieve more analytics work, faster, with the Dell EMC PowerEdge R740xd - Sum...Achieve more analytics work, faster, with the Dell EMC PowerEdge R740xd - Sum...
Achieve more analytics work, faster, with the Dell EMC PowerEdge R740xd - Sum...
Principled Technologies
 
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...
Principled Technologies
 
Achieve more storage performance with Dell PowerEdge R750 servers equipped wi...
Achieve more storage performance with Dell PowerEdge R750 servers equipped wi...Achieve more storage performance with Dell PowerEdge R750 servers equipped wi...
Achieve more storage performance with Dell PowerEdge R750 servers equipped wi...
Principled Technologies
 

Similar to Boost throughput for big data workloads with Dell PowerEdge R750 servers featuring Dell PowerEdge RAID Controllers (PERC 11) (20)

Run compute-intensive Apache Hadoop big data workloads faster with Dell EMC P...
Run compute-intensive Apache Hadoop big data workloads faster with Dell EMC P...Run compute-intensive Apache Hadoop big data workloads faster with Dell EMC P...
Run compute-intensive Apache Hadoop big data workloads faster with Dell EMC P...
 
Dell PowerEdge R930 with Oracle: The benefits of upgrading to PCIe storage us...
Dell PowerEdge R930 with Oracle: The benefits of upgrading to PCIe storage us...Dell PowerEdge R930 with Oracle: The benefits of upgrading to PCIe storage us...
Dell PowerEdge R930 with Oracle: The benefits of upgrading to PCIe storage us...
 
Consolidating Oracle database servers onto Dell PowerEdge R920 running Oracle...
Consolidating Oracle database servers onto Dell PowerEdge R920 running Oracle...Consolidating Oracle database servers onto Dell PowerEdge R920 running Oracle...
Consolidating Oracle database servers onto Dell PowerEdge R920 running Oracle...
 
Data proliferation and machine learning: The case for upgrading your servers ...
Data proliferation and machine learning: The case for upgrading your servers ...Data proliferation and machine learning: The case for upgrading your servers ...
Data proliferation and machine learning: The case for upgrading your servers ...
 
DellEMC PowerEdge R740xd Rack Server - Sinteza Co
DellEMC PowerEdge R740xd Rack Server - Sinteza CoDellEMC PowerEdge R740xd Rack Server - Sinteza Co
DellEMC PowerEdge R740xd Rack Server - Sinteza Co
 
Dell PowerEdge R920 running Oracle Database: Benefits of upgrading with NVMe ...
Dell PowerEdge R920 running Oracle Database: Benefits of upgrading with NVMe ...Dell PowerEdge R920 running Oracle Database: Benefits of upgrading with NVMe ...
Dell PowerEdge R920 running Oracle Database: Benefits of upgrading with NVMe ...
 
Consolidating Oracle database servers onto Dell PowerEdge R920 running Oracle VM
Consolidating Oracle database servers onto Dell PowerEdge R920 running Oracle VMConsolidating Oracle database servers onto Dell PowerEdge R920 running Oracle VM
Consolidating Oracle database servers onto Dell PowerEdge R920 running Oracle VM
 
Analyze data from Cassandra databases more quickly: Select Dell PowerEdge C66...
Analyze data from Cassandra databases more quickly: Select Dell PowerEdge C66...Analyze data from Cassandra databases more quickly: Select Dell PowerEdge C66...
Analyze data from Cassandra databases more quickly: Select Dell PowerEdge C66...
 
Run compute-intensive Apache Hadoop big data workloads faster with Dell EMC P...
Run compute-intensive Apache Hadoop big data workloads faster with Dell EMC P...Run compute-intensive Apache Hadoop big data workloads faster with Dell EMC P...
Run compute-intensive Apache Hadoop big data workloads faster with Dell EMC P...
 
Get better Oracle Database performance when you upgrade to the Dell PowerEdge...
Get better Oracle Database performance when you upgrade to the Dell PowerEdge...Get better Oracle Database performance when you upgrade to the Dell PowerEdge...
Get better Oracle Database performance when you upgrade to the Dell PowerEdge...
 
Database server comparison: Dell PowerEdge R630 vs. Lenovo ThinkServer RD550
Database server comparison: Dell PowerEdge R630 vs. Lenovo ThinkServer RD550Database server comparison: Dell PowerEdge R630 vs. Lenovo ThinkServer RD550
Database server comparison: Dell PowerEdge R630 vs. Lenovo ThinkServer RD550
 
Consolidating Oracle database servers on the Dell PowerEdge R930
Consolidating Oracle database servers on the Dell PowerEdge R930Consolidating Oracle database servers on the Dell PowerEdge R930
Consolidating Oracle database servers on the Dell PowerEdge R930
 
Elevate your e-commerce business by upgrading to the Dell EMC PowerEdge R740x...
Elevate your e-commerce business by upgrading to the Dell EMC PowerEdge R740x...Elevate your e-commerce business by upgrading to the Dell EMC PowerEdge R740x...
Elevate your e-commerce business by upgrading to the Dell EMC PowerEdge R740x...
 
Boosting performance with the Dell Acceleration Appliance for Databases
Boosting performance with the Dell Acceleration Appliance for DatabasesBoosting performance with the Dell Acceleration Appliance for Databases
Boosting performance with the Dell Acceleration Appliance for Databases
 
Run more applications without expanding your datacenter
Run more applications without expanding your datacenterRun more applications without expanding your datacenter
Run more applications without expanding your datacenter
 
Apache Cassandra performance advantages of the new Dell PowerEdge C6620 with ...
Apache Cassandra performance advantages of the new Dell PowerEdge C6620 with ...Apache Cassandra performance advantages of the new Dell PowerEdge C6620 with ...
Apache Cassandra performance advantages of the new Dell PowerEdge C6620 with ...
 
A single-socket Dell EMC PowerEdge R7515 solution delivered better value on a...
A single-socket Dell EMC PowerEdge R7515 solution delivered better value on a...A single-socket Dell EMC PowerEdge R7515 solution delivered better value on a...
A single-socket Dell EMC PowerEdge R7515 solution delivered better value on a...
 
Achieve more analytics work, faster, with the Dell EMC PowerEdge R740xd - Sum...
Achieve more analytics work, faster, with the Dell EMC PowerEdge R740xd - Sum...Achieve more analytics work, faster, with the Dell EMC PowerEdge R740xd - Sum...
Achieve more analytics work, faster, with the Dell EMC PowerEdge R740xd - Sum...
 
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...
 
Achieve more storage performance with Dell PowerEdge R750 servers equipped wi...
Achieve more storage performance with Dell PowerEdge R750 servers equipped wi...Achieve more storage performance with Dell PowerEdge R750 servers equipped wi...
Achieve more storage performance with Dell PowerEdge R750 servers equipped wi...
 

More from Principled Technologies

Help skilled workers succeed with Dell Latitude 7030 and 7230 Rugged Extreme ...
Help skilled workers succeed with Dell Latitude 7030 and 7230 Rugged Extreme ...Help skilled workers succeed with Dell Latitude 7030 and 7230 Rugged Extreme ...
Help skilled workers succeed with Dell Latitude 7030 and 7230 Rugged Extreme ...
Principled Technologies
 
Bring ideas to life with the HP Z2 G9 Tower Workstation - Infographic
Bring ideas to life with the HP Z2 G9 Tower Workstation - InfographicBring ideas to life with the HP Z2 G9 Tower Workstation - Infographic
Bring ideas to life with the HP Z2 G9 Tower Workstation - Infographic
Principled Technologies
 
Investing in GenAI: Cost‑benefit analysis of Dell on‑premises deployments vs....
Investing in GenAI: Cost‑benefit analysis of Dell on‑premises deployments vs....Investing in GenAI: Cost‑benefit analysis of Dell on‑premises deployments vs....
Investing in GenAI: Cost‑benefit analysis of Dell on‑premises deployments vs....
Principled Technologies
 
Workstations powered by Intel can play a vital role in CPU-intensive AI devel...
Workstations powered by Intel can play a vital role in CPU-intensive AI devel...Workstations powered by Intel can play a vital role in CPU-intensive AI devel...
Workstations powered by Intel can play a vital role in CPU-intensive AI devel...
Principled Technologies
 
Enable security features with no impact to OLTP performance with Dell PowerEd...
Enable security features with no impact to OLTP performance with Dell PowerEd...Enable security features with no impact to OLTP performance with Dell PowerEd...
Enable security features with no impact to OLTP performance with Dell PowerEd...
Principled Technologies
 
Improving energy efficiency in the data center: Endure higher temperatures wi...
Improving energy efficiency in the data center: Endure higher temperatures wi...Improving energy efficiency in the data center: Endure higher temperatures wi...
Improving energy efficiency in the data center: Endure higher temperatures wi...
Principled Technologies
 
Dell APEX Cloud Platform for Red Hat OpenShift: An easily deployable and powe...
Dell APEX Cloud Platform for Red Hat OpenShift: An easily deployable and powe...Dell APEX Cloud Platform for Red Hat OpenShift: An easily deployable and powe...
Dell APEX Cloud Platform for Red Hat OpenShift: An easily deployable and powe...
Principled Technologies
 
Dell APEX Cloud Platform for Red Hat OpenShift: An easily deployable and powe...
Dell APEX Cloud Platform for Red Hat OpenShift: An easily deployable and powe...Dell APEX Cloud Platform for Red Hat OpenShift: An easily deployable and powe...
Dell APEX Cloud Platform for Red Hat OpenShift: An easily deployable and powe...
Principled Technologies
 
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...
Principled Technologies
 
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...
Principled Technologies
 
Realize 2.1X the performance with 20% less power with AMD EPYC processor-back...
Realize 2.1X the performance with 20% less power with AMD EPYC processor-back...Realize 2.1X the performance with 20% less power with AMD EPYC processor-back...
Realize 2.1X the performance with 20% less power with AMD EPYC processor-back...
Principled Technologies
 
Improve performance and gain room to grow by easily migrating to a modern Ope...
Improve performance and gain room to grow by easily migrating to a modern Ope...Improve performance and gain room to grow by easily migrating to a modern Ope...
Improve performance and gain room to grow by easily migrating to a modern Ope...
Principled Technologies
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
Principled Technologies
 
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Principled Technologies
 
A comparison of security features in Dell, HP, and Lenovo PC systems
A comparison of security features in Dell, HP, and Lenovo PC systemsA comparison of security features in Dell, HP, and Lenovo PC systems
A comparison of security features in Dell, HP, and Lenovo PC systems
Principled Technologies
 
Increase security, sustainability, and efficiency with robust Dell server man...
Increase security, sustainability, and efficiency with robust Dell server man...Increase security, sustainability, and efficiency with robust Dell server man...
Increase security, sustainability, and efficiency with robust Dell server man...
Principled Technologies
 
Increase security, sustainability, and efficiency with robust Dell server man...
Increase security, sustainability, and efficiency with robust Dell server man...Increase security, sustainability, and efficiency with robust Dell server man...
Increase security, sustainability, and efficiency with robust Dell server man...
Principled Technologies
 
Scale up your storage with higher-performing Dell APEX Block Storage for AWS ...
Scale up your storage with higher-performing Dell APEX Block Storage for AWS ...Scale up your storage with higher-performing Dell APEX Block Storage for AWS ...
Scale up your storage with higher-performing Dell APEX Block Storage for AWS ...
Principled Technologies
 
Scale up your storage with higher-performing Dell APEX Block Storage for AWS
Scale up your storage with higher-performing Dell APEX Block Storage for AWSScale up your storage with higher-performing Dell APEX Block Storage for AWS
Scale up your storage with higher-performing Dell APEX Block Storage for AWS
Principled Technologies
 
Get in and stay in the productivity zone with the HP Z2 G9 Tower Workstation
Get in and stay in the productivity zone with the HP Z2 G9 Tower WorkstationGet in and stay in the productivity zone with the HP Z2 G9 Tower Workstation
Get in and stay in the productivity zone with the HP Z2 G9 Tower Workstation
Principled Technologies
 

More from Principled Technologies (20)

Help skilled workers succeed with Dell Latitude 7030 and 7230 Rugged Extreme ...
Help skilled workers succeed with Dell Latitude 7030 and 7230 Rugged Extreme ...Help skilled workers succeed with Dell Latitude 7030 and 7230 Rugged Extreme ...
Help skilled workers succeed with Dell Latitude 7030 and 7230 Rugged Extreme ...
 
Bring ideas to life with the HP Z2 G9 Tower Workstation - Infographic
Bring ideas to life with the HP Z2 G9 Tower Workstation - InfographicBring ideas to life with the HP Z2 G9 Tower Workstation - Infographic
Bring ideas to life with the HP Z2 G9 Tower Workstation - Infographic
 
Investing in GenAI: Cost‑benefit analysis of Dell on‑premises deployments vs....
Investing in GenAI: Cost‑benefit analysis of Dell on‑premises deployments vs....Investing in GenAI: Cost‑benefit analysis of Dell on‑premises deployments vs....
Investing in GenAI: Cost‑benefit analysis of Dell on‑premises deployments vs....
 
Workstations powered by Intel can play a vital role in CPU-intensive AI devel...
Workstations powered by Intel can play a vital role in CPU-intensive AI devel...Workstations powered by Intel can play a vital role in CPU-intensive AI devel...
Workstations powered by Intel can play a vital role in CPU-intensive AI devel...
 
Enable security features with no impact to OLTP performance with Dell PowerEd...
Enable security features with no impact to OLTP performance with Dell PowerEd...Enable security features with no impact to OLTP performance with Dell PowerEd...
Enable security features with no impact to OLTP performance with Dell PowerEd...
 
Improving energy efficiency in the data center: Endure higher temperatures wi...
Improving energy efficiency in the data center: Endure higher temperatures wi...Improving energy efficiency in the data center: Endure higher temperatures wi...
Improving energy efficiency in the data center: Endure higher temperatures wi...
 
Dell APEX Cloud Platform for Red Hat OpenShift: An easily deployable and powe...
Dell APEX Cloud Platform for Red Hat OpenShift: An easily deployable and powe...Dell APEX Cloud Platform for Red Hat OpenShift: An easily deployable and powe...
Dell APEX Cloud Platform for Red Hat OpenShift: An easily deployable and powe...
 
Dell APEX Cloud Platform for Red Hat OpenShift: An easily deployable and powe...
Dell APEX Cloud Platform for Red Hat OpenShift: An easily deployable and powe...Dell APEX Cloud Platform for Red Hat OpenShift: An easily deployable and powe...
Dell APEX Cloud Platform for Red Hat OpenShift: An easily deployable and powe...
 
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...
 
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...
Upgrade your cloud infrastructure with Dell PowerEdge R760 servers and VMware...
 
Realize 2.1X the performance with 20% less power with AMD EPYC processor-back...
Realize 2.1X the performance with 20% less power with AMD EPYC processor-back...Realize 2.1X the performance with 20% less power with AMD EPYC processor-back...
Realize 2.1X the performance with 20% less power with AMD EPYC processor-back...
 
Improve performance and gain room to grow by easily migrating to a modern Ope...
Improve performance and gain room to grow by easily migrating to a modern Ope...Improve performance and gain room to grow by easily migrating to a modern Ope...
Improve performance and gain room to grow by easily migrating to a modern Ope...
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
 
A comparison of security features in Dell, HP, and Lenovo PC systems
A comparison of security features in Dell, HP, and Lenovo PC systemsA comparison of security features in Dell, HP, and Lenovo PC systems
A comparison of security features in Dell, HP, and Lenovo PC systems
 
Increase security, sustainability, and efficiency with robust Dell server man...
Increase security, sustainability, and efficiency with robust Dell server man...Increase security, sustainability, and efficiency with robust Dell server man...
Increase security, sustainability, and efficiency with robust Dell server man...
 
Increase security, sustainability, and efficiency with robust Dell server man...
Increase security, sustainability, and efficiency with robust Dell server man...Increase security, sustainability, and efficiency with robust Dell server man...
Increase security, sustainability, and efficiency with robust Dell server man...
 
Scale up your storage with higher-performing Dell APEX Block Storage for AWS ...
Scale up your storage with higher-performing Dell APEX Block Storage for AWS ...Scale up your storage with higher-performing Dell APEX Block Storage for AWS ...
Scale up your storage with higher-performing Dell APEX Block Storage for AWS ...
 
Scale up your storage with higher-performing Dell APEX Block Storage for AWS
Scale up your storage with higher-performing Dell APEX Block Storage for AWSScale up your storage with higher-performing Dell APEX Block Storage for AWS
Scale up your storage with higher-performing Dell APEX Block Storage for AWS
 
Get in and stay in the productivity zone with the HP Z2 G9 Tower Workstation
Get in and stay in the productivity zone with the HP Z2 G9 Tower WorkstationGet in and stay in the productivity zone with the HP Z2 G9 Tower Workstation
Get in and stay in the productivity zone with the HP Z2 G9 Tower Workstation
 

Recently uploaded

Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
saastr
 
GNSS spoofing via SDR (Criptored Talks 2024)
GNSS spoofing via SDR (Criptored Talks 2024)GNSS spoofing via SDR (Criptored Talks 2024)
GNSS spoofing via SDR (Criptored Talks 2024)
Javier Junquera
 
Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)
Jakub Marek
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
panagenda
 
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdfMonitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Tosin Akinosho
 
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their MainframeDigital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Precisely
 
The Microsoft 365 Migration Tutorial For Beginner.pptx
The Microsoft 365 Migration Tutorial For Beginner.pptxThe Microsoft 365 Migration Tutorial For Beginner.pptx
The Microsoft 365 Migration Tutorial For Beginner.pptx
operationspcvita
 
Digital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying AheadDigital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying Ahead
Wask
 
Generating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and MilvusGenerating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and Milvus
Zilliz
 
Building Production Ready Search Pipelines with Spark and Milvus
Building Production Ready Search Pipelines with Spark and MilvusBuilding Production Ready Search Pipelines with Spark and Milvus
Building Production Ready Search Pipelines with Spark and Milvus
Zilliz
 
Presentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of GermanyPresentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of Germany
innovationoecd
 
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
Alex Pruden
 
Astute Business Solutions | Oracle Cloud Partner |
Astute Business Solutions | Oracle Cloud Partner |Astute Business Solutions | Oracle Cloud Partner |
Astute Business Solutions | Oracle Cloud Partner |
AstuteBusiness
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
Tomaz Bratanic
 
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptxNordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptx
MichaelKnudsen27
 
Energy Efficient Video Encoding for Cloud and Edge Computing Instances
Energy Efficient Video Encoding for Cloud and Edge Computing InstancesEnergy Efficient Video Encoding for Cloud and Edge Computing Instances
Energy Efficient Video Encoding for Cloud and Edge Computing Instances
Alpen-Adria-Universität
 
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfHow to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
Chart Kalyan
 
WeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation TechniquesWeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation Techniques
Postman
 
Biomedical Knowledge Graphs for Data Scientists and Bioinformaticians
Biomedical Knowledge Graphs for Data Scientists and BioinformaticiansBiomedical Knowledge Graphs for Data Scientists and Bioinformaticians
Biomedical Knowledge Graphs for Data Scientists and Bioinformaticians
Neo4j
 
5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides
DanBrown980551
 

Recently uploaded (20)

Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
 
GNSS spoofing via SDR (Criptored Talks 2024)
GNSS spoofing via SDR (Criptored Talks 2024)GNSS spoofing via SDR (Criptored Talks 2024)
GNSS spoofing via SDR (Criptored Talks 2024)
 
Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
 
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdfMonitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdf
 
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their MainframeDigital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
 
The Microsoft 365 Migration Tutorial For Beginner.pptx
The Microsoft 365 Migration Tutorial For Beginner.pptxThe Microsoft 365 Migration Tutorial For Beginner.pptx
The Microsoft 365 Migration Tutorial For Beginner.pptx
 
Digital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying AheadDigital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying Ahead
 
Generating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and MilvusGenerating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and Milvus
 
Building Production Ready Search Pipelines with Spark and Milvus
Building Production Ready Search Pipelines with Spark and MilvusBuilding Production Ready Search Pipelines with Spark and Milvus
Building Production Ready Search Pipelines with Spark and Milvus
 
Presentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of GermanyPresentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of Germany
 
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
 
Astute Business Solutions | Oracle Cloud Partner |
Astute Business Solutions | Oracle Cloud Partner |Astute Business Solutions | Oracle Cloud Partner |
Astute Business Solutions | Oracle Cloud Partner |
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
 
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptxNordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptx
 
Energy Efficient Video Encoding for Cloud and Edge Computing Instances
Energy Efficient Video Encoding for Cloud and Edge Computing InstancesEnergy Efficient Video Encoding for Cloud and Edge Computing Instances
Energy Efficient Video Encoding for Cloud and Edge Computing Instances
 
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfHow to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
 
WeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation TechniquesWeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation Techniques
 
Biomedical Knowledge Graphs for Data Scientists and Bioinformaticians
Biomedical Knowledge Graphs for Data Scientists and BioinformaticiansBiomedical Knowledge Graphs for Data Scientists and Bioinformaticians
Biomedical Knowledge Graphs for Data Scientists and Bioinformaticians
 
5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides
 

Boost throughput for big data workloads with Dell PowerEdge R750 servers featuring Dell PowerEdge RAID Controllers (PERC 11)

  • 1. Boost throughput for big data workloads with Dell PowerEdge R750 servers featuring Dell PowerEdge RAID Controllers (PERC 11) Compared to a legacy solution, this new Dell solution increased Hadoop performance in our testing For organizations relying on Apache™ Hadoop® for big data storage and analysis, it’s important to choose a computing solution that can deliver fast analytics for very large quantities of data. The more up-to-date the data and analysis, the more likely that businesses can effectively use that data to make an informed decision. At Principled Technologies, we used the TeraSort benchmark to measure the Apache Hadoop performance of two server solutions in virtualized environments: • A Dell™ PowerEdge™ R750 server with a Dell PERC 11 RAID controller • A previous-generation Dell PowerEdge R740 server with a PERC 10 RAID controller We found that in both metrics we tested—time to complete a workload and throughput while completing that workload—the PowerEdge R750 server featuring the Dell PERC 11 RAID controller offered stronger performance, finishing the workload faster with higher throughput. Complete Hadoop workloads faster 13.9% less time to complete a TeraSort disk- intensive workload* Increase throughput 16.3% more GB/s* *Dell PowerEdge R750 server with Dell PERC 11 RAID controller vs. Dell PowerEdge R740 server with PERC 10 RAID controller January 2023 (Revised) Boost throughput for big data workloads with Dell PowerEdge R750 servers featuring Dell PowerEdge RAID Controllers (PERC 11) A Principled Technologies report: Hands-on testing. Real-world results.
  • 2. How we tested We deployed two Hadoop environments, one with the Dell PowerEdge R750 server with Dell PERC 11 RAID controller and one with the PowerEdge R740 server with PERC 10 RAID controller. Both servers had SAS SSDs, which we chose to stress the RAID controller, and both environments used Linux VMs. To test the solutions’ capabilities around big data workloads, we used the TeraSort benchmark, which measures Apache Hadoop performance. Apache Hadoop is “a framework that allows for the distributed processing of large data sets” and is “designed to scale up from single servers to thousands of machines.”1 The TeraSort benchmark, part of the HiBench suite of benchmarks, sorts billions of records inside Apache Hadoop, making it a useful way to test Hadoop big data performance. About the Dell PowerEdge R750 server The Dell PowerEdge R750 is a full-featured, general-purpose 2U rack server featuring 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.2 It also includes “I/O bandwidth and storage to address data requirements – ideal for: traditional corporate IT, database and analytics, virtual desktop infrastructure, AI/ML, and HPC.”3 To learn more about the Dell PowerEdge R750, check out the spec sheet at https://i. dell.com/sites/csdocuments/Product_Docs/en/ poweredge-R750-spec-sheet.pdf. Boost throughput for big data workloads with Dell PowerEdge R750 servers featuring Dell PowerEdge RAID Controllers (PERC 11) January 2023 (Revised) | 2
  • 3. Finish big data workloads faster Whether you’re looking to big data for insights about everyday operations or answers about a new offering, the faster a solution can complete a big data workload, the more quickly your organization can use that data effectively. In our testing, the Dell PowerEdge R750 server with Dell PERC 11 RAID controller completed the TeraSort workload in 13.9 percent less time than the previous-generation PowerEdge R740 with PERC 10 RAID controller, showing that for this type of big data workload, newer is faster. Figure 1: Time required for both solutions to complete a TeraSort workload on Apache Hadoop. Lower is better. Source: Principled Technologies. Time to complete TeraSort workload Min:sec | Lower is better Dell PowerEdge R750 with Dell PERC 11 Dell PowerEdge R740 with PERC 10 4:13 4:54 Boost throughput for big data workloads with Dell PowerEdge R750 servers featuring Dell PowerEdge RAID Controllers (PERC 11) January 2023 (Revised) | 3
  • 4. Increase throughput for big data workloads In addition to measuring the time it took both solutions to complete a TeraSort workload, we measured the throughput, or amount of data per second, that both servers processed. The Dell PowerEdge R750 server featuring the Dell PERC 11 RAID controller sustained 16.3 percent higher throughput than the previous- generation solution. Figure 2: Throughput for both solutions during a TeraSort workload. Higher is better. Source: Principled Technologies. About the Dell PERC 11 RAID controller According to Dell, PERC 11 RAID controllers offer support for PCIe Gen 4, support for hot-swapping devices, non-volatile cache, secure enterprise key manager security, and more.4 Throughput on a TeraSort workload GB/s | Higher is better Dell PowerEdge R750 with Dell PERC 11 Dell PowerEdge R740 with PERC 10 0.71 0.61 Boost throughput for big data workloads with Dell PowerEdge R750 servers featuring Dell PowerEdge RAID Controllers (PERC 11) January 2023 (Revised) | 4
  • 5. Conclusion For the most up-to-date decision-making based on big data, you need a solution that can analyze that data quickly. In our testing with the TeraSort benchmark on two Apache Hadoop environments, a Dell PowerEdge R750 server with Dell PERC 11 RAID controller completed a big data workload faster and with higher throughput than a previous-generation PowerEdge R740 server with PERC 10 RAID controller. 1. “Apache Hadoop,”, accessed November 14, 2022, https://hadoop.apache.org/. 2. Dell, “Dell EMC PowerEdge R750 Spec Sheet,” accessed November 14, 2022, https://i.dell.com/sites/csdocuments/Product_Docs/en/poweredge-R750-spec-sheet.pdf. 3. Dell, “Dell EMC PowerEdge R750 Spec Sheet.” 4. Dell, “Dell PowerEdge RAID Controller 11 User’s Guide PERC H755 adapter, H755 front SAS, H755N front NVMe, H755 MX adapter, H750 adapter SAS, H355 adapter SAS, H355 front SAS, H350 adapter SAS, H350 Mini Mo,” accessed November 14, 2022, https://www.dell.com/support/manuals/en-pa/perc-h755/perc11_ug/technical-specifica- tions-of-perc-11-cards?guid=guid-aaaf8b59-903f-49c1-8832-f3997d125edf&lang=en-pa. 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/mJepPM7 January 2023 (Revised) Boost throughput for big data workloads with Dell PowerEdge R750 servers featuring Dell PowerEdge RAID Controllers (PERC 11)