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.
Protect data at rest with negligible impact on NVMe disk performance metricsPrincipled Technologies
Our results show that, after incorporating the extra layer of data security afforded by the Secure Enterprise Key Manager solution on an HCI cluster of Dell PowerEdge R7525 servers configured with 2- or 3-NVMe disk groups, the HCIBench benchmark recorded IOPS-based performance metrics that were comparable to our baseline test results. We also found that incorporating the extra layer of hardware-based data security on a Dell PowerEdge R750xs server required minimal transition effort.
Get improved performance and new features from Dell EMC PowerEdge servers wit...Principled Technologies
We put 3rd Gen AMD EPYC processor-powered Dell EMC PowerEdge servers to the test with a variety of workloads to see the benefits and features your organization could expect from this latest offering
Database performance and memory capacity with the Intel Xeon processor E5-266...Principled Technologies
The Dell PowerEdge M620 offers 24 memory slots, 50 percent more than the 16 slots offered by the HP ProLiant BL460c Gen8, which enables the Dell solution to provide greater performance while delivering memory error protection. We found that the Dell PowerEdge M620 solution, built on the new Intel Xeon processor E5-2600v2 Series, delivered 182.2 percent more database performance and 92.0 percent faster response times than the previous version Intel Xeon E5-2640 processor-based HP ProLiant BL460c Gen 8 solution, while providing 12.5 percent more available memory and error protection. The additional memory capacity of the Dell solution allowed us to engage FRM technologies and still have more overall RAM capacity compared to the 16-slot HP server. The Dell PowerEdge M620 offered maximum memory capacity and protection with Fault Resilient Memory to keep your database workloads running strong and available for your business needs.
AMD Opteron Dual-Core and Intel Xeon Hyper-Threading processors were tested using the Spitfire StoreSafe encryption server over 24 hours. The AMD system encrypted over double the data of the Intel system, encrypting 15.28TB compared to 6.36TB for Intel. This showed the AMD processors were able to perform storage encryption faster and more efficiently than the Intel processors. Multi-core processors can help enable real-time storage encryption at high speeds needed for enterprise storage.
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.
The document compares the performance of a Dell PowerEdge R720 server configured with SAS hard drives versus Samsung Green SM825 solid-state drives (SSDs) for supporting virtual desktop users. It finds that the server configured with SSDs supported 95% more virtual desktop users (160 users) than the SAS configuration (82 users), demonstrating that upgrading to SSDs can nearly double the number of supported users. Testing showed the SSD configuration experienced very low disk latency and high disk commands per second, allowing it to better handle intensive user workloads compared to the SAS drives.
Get stronger SQL Server performance for less with Dell EMC PowerEdge R6515 cl...Principled Technologies
When it comes to hardware, getting greater performance often requires spending more. In our virtualized SQL Server 2019 testing of two current-generation servers in Hyper-V clusters, however, the less expensive option delivered stronger performance on our OLTP workload.
Protect data at rest with negligible impact on NVMe disk performance metricsPrincipled Technologies
Our results show that, after incorporating the extra layer of data security afforded by the Secure Enterprise Key Manager solution on an HCI cluster of Dell PowerEdge R7525 servers configured with 2- or 3-NVMe disk groups, the HCIBench benchmark recorded IOPS-based performance metrics that were comparable to our baseline test results. We also found that incorporating the extra layer of hardware-based data security on a Dell PowerEdge R750xs server required minimal transition effort.
Get improved performance and new features from Dell EMC PowerEdge servers wit...Principled Technologies
We put 3rd Gen AMD EPYC processor-powered Dell EMC PowerEdge servers to the test with a variety of workloads to see the benefits and features your organization could expect from this latest offering
Database performance and memory capacity with the Intel Xeon processor E5-266...Principled Technologies
The Dell PowerEdge M620 offers 24 memory slots, 50 percent more than the 16 slots offered by the HP ProLiant BL460c Gen8, which enables the Dell solution to provide greater performance while delivering memory error protection. We found that the Dell PowerEdge M620 solution, built on the new Intel Xeon processor E5-2600v2 Series, delivered 182.2 percent more database performance and 92.0 percent faster response times than the previous version Intel Xeon E5-2640 processor-based HP ProLiant BL460c Gen 8 solution, while providing 12.5 percent more available memory and error protection. The additional memory capacity of the Dell solution allowed us to engage FRM technologies and still have more overall RAM capacity compared to the 16-slot HP server. The Dell PowerEdge M620 offered maximum memory capacity and protection with Fault Resilient Memory to keep your database workloads running strong and available for your business needs.
AMD Opteron Dual-Core and Intel Xeon Hyper-Threading processors were tested using the Spitfire StoreSafe encryption server over 24 hours. The AMD system encrypted over double the data of the Intel system, encrypting 15.28TB compared to 6.36TB for Intel. This showed the AMD processors were able to perform storage encryption faster and more efficiently than the Intel processors. Multi-core processors can help enable real-time storage encryption at high speeds needed for enterprise storage.
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.
The document compares the performance of a Dell PowerEdge R720 server configured with SAS hard drives versus Samsung Green SM825 solid-state drives (SSDs) for supporting virtual desktop users. It finds that the server configured with SSDs supported 95% more virtual desktop users (160 users) than the SAS configuration (82 users), demonstrating that upgrading to SSDs can nearly double the number of supported users. Testing showed the SSD configuration experienced very low disk latency and high disk commands per second, allowing it to better handle intensive user workloads compared to the SAS drives.
Get stronger SQL Server performance for less with Dell EMC PowerEdge R6515 cl...Principled Technologies
When it comes to hardware, getting greater performance often requires spending more. In our virtualized SQL Server 2019 testing of two current-generation servers in Hyper-V clusters, however, the less expensive option delivered stronger performance on our OLTP workload.
Protect data at rest with negligible impact on NVMe disk performance metrics ...Principled Technologies
by enabling Secure Enterprise Key Manager on Dell PowerEdge servers
Our results show that, after incorporating the extra layer of data security afforded by the Secure Enterprise Key Manager solution on an HCI cluster of Dell PowerEdge R7525 servers configured with 2- or 3-NVMe disk groups, the HCIBench benchmark recorded IOPS-based performance metrics that were comparable to our baseline test results. We also found that incorporating the extra layer of hardware-based data security on a Dell PowerEdge R750xs server required minimal transition effort.
Enabling data integrity protection in regenerating coding-based cloud storage...Papitha Velumani
The document proposes a data integrity protection (DIP) scheme for regenerating-coding-based cloud storage. It augments regenerating codes with cryptographic techniques to allow clients to remotely verify the integrity of random subsets of outsourced data. This addresses vulnerabilities in traditional cloud storage models where data can be corrupted accidentally or maliciously. The proposed FMSR-DIP codes preserve fault tolerance, efficient repair traffic, and add integrity checking abilities while only requiring standard read/write functionalities from servers.
Better email response time using Microsoft Exchange 2013 with the Dell PowerE...Principled Technologies
In a market where servers can seem the same at a glance, look for the differences. Your email infrastructure choices will directly affect end-user experience for your UC&C applications. Equipped with more drives in its extra drive slots, the Dell PowerEdge R730xd delivered 31.7 percent better Exchange 2013 response times than a similarly configured, current-generation Supermicro server did. With better Microsoft Exchange Server 2013 response times, the PowerEdge R730xd can help deliver an improved experience for users in your organization.
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
The document announces the new IBM zEnterprise EC12 hybrid computing system. Key points:
- It provides up to 50% more total system capacity and 101 configurable cores compared to prior models.
- Performance is improved through a new hexa-core 5.5GHz chip design and features like transactional execution.
- New capabilities include flash storage support, encryption, and pattern recognition analytics for system health.
- It supports various workloads and platforms through the zBX blade infrastructure and management tools.
Database performance: Dell PowerEdge R730xd vs. Lenovo ThinkServer RD650Principled Technologies
The document compares the database performance of the Dell PowerEdge R730xd server to the Lenovo ThinkServer RD650 server. It finds that the Dell PowerEdge R730xd delivered 27.9% more orders per minute for a Microsoft SQL Server 2014 database application than the Lenovo server. It also had lower application response times, up to 24.6% better, and lower disk response times, up to 93.1% better. The Dell server was able to process more orders per minute with faster response times for end users due to its current-generation hardware, increased solid-state drives, and storage capacity three times that of the Lenovo server.
Boosting virtualization performance with Intel SSD DC Series P3600 NVMe SSDs ...Principled Technologies
When it comes time to make your server purchase or if you’re looking for an easy way to boost performance of existing infrastructure, consider upgrading your server’s internal storage. As our hands-on tests with a Dell EMC PowerEdge R630 environment running VMware Virtual SAN proved, Intel SSD DC P3600 Series NVMe SSDs could increase virtualized mixed-workload performance by as much as 59.9 percent compared to SATA SSDs while allowing you to run a large additional number of VMs. When you improve performance for your virtualized workloads, your employees and customers will benefit. By increasing performance with Intel NVMe SSDs on your Dell EMC PowerEdge R630 servers, you can potentially slash wait times and do more work on your servers without having to expand your infrastructure with additional storage arrays, which can translate to happier users and a more efficient infrastructure.
DRAM is an important memory of a computer. Microprocessor loads the data
requested by the user into DRAM before processing the data. Hence, DRAM contains
important information in a computer. Recently, researchers discovered that DRAM is
vulnerable to attack that is called Cold boot attack. DRAM contents can be recovered even
after the computer has been powered off for several minutes. The information obtained can
be often use to break the disk encryption system such as File vault. In this paper, we
proposed the methodology which explains the complete process and describe the safeguard
methods. We design a system keeping few things in our mind the accessibility for the user
and Security. This System is defines as a software solution to the cold boot problem. We also
used additional feature to prevent DRAM from the machine replacement. The System is
designed as the procedure to secure the encryption key and prevent the machine from
attack.
The IBM System x3650 M4 HD is a (1) 2-socket 2U rack-optimized server that supports up to 32 internal drives and features an innovative design for optimal performance, uptime, and dense storage. It offers (2) excellent reliability, availability, and serviceability for improved business environments. The server is (3) designed for easy deployment, integration, service, and management.
22by7 and DellEMC Tech Day July 20 2017 - Power EdgeSashikris
The document discusses Dell EMC's PowerEdge server solutions for modern data centers. It introduces the PowerEdge R940, R740-R740xd, R640, C6420, and M640-FC640 servers and highlights their key features. These include expanded processing, memory, storage and I/O capacity, intelligent automation capabilities, integrated security features, and workload optimization options. The servers are presented as providing adaptable, scalable and protected infrastructure for traditional and emerging workloads in the modern data center.
System Center 2012 Virtual Machine ManagerNorman Mayes
This document discusses System Center 2012 Virtual Machine Manager. It provides an overview of VMM, including its key components and benefits. It also covers the VMM database, including supported SQL Server versions and hardware requirements. High availability and clustering options for VMM are also summarized. The document concludes with an overview of next steps, such as planning design sessions.
A solution for company or institutions that want to migrate from Desktop PC to VDI but stuck on budget licences or more cost.
We have solution for that in this presentation.
Dell PowerEdge R660xs: Maximize VDI density while delivering a strong user ex...Principled Technologies
Choosing the right VDI solution can empower your employees to be more productive with a responsive desktop experience and set your company up for growth. In our Login Enterprise benchmark tests, a Dell PowerEdge R660xs powered by 4th Generation Intel Xeon Scalable processors supported 290 VDI sessions while consuming an average of only 2.46 watts per VDI session and maintaining acceptable virtual desktop response times. Maximizing virtual desktop density, as this Dell PowerEdge R660xs configuration did, opens the door to other benefits, including server rack consolidation and simplified power and cooling needs.
Prepare images for machine learning faster with servers powered by AMD EPYC 7...Principled Technologies
A server cluster with 3rd Gen AMD EPYC processors achieved higher throughput and took less time to prepare images for classification than a server cluster with 3rd Gen Intel Xeon Platinum 8380 processors
The IBM System Storage® TS7650G ProtecTIER® Deduplication Gateway is designed to meet the disk-based data protection needs of the enterprise data center while enabling significant infrastructure cost reduc-tions. The solution offers industry-leading inline deduplication perfor-mance and scalability up to 1 petabyte (PB) of physical storage capacity per system that can provide up to 25 PB or more backup storage capacity. Combined with IBM or third-party storage, the TS7650G ProtecTIER Deduplication Gateway provides a powerful disk-based repository to improve the performance, retention and availability of backup and archive data. Learn more: http://ibm.co/ONeH7m
MySQL and Spark machine learning performance on Azure VMsbased on 3rd Gen AMD...Principled Technologies
If your organization is one of the many that are shifting critical applications to the cloud, you know that cloud service providers offer a staggering number of virtual machine options. In your quest for the best performance, an important factor to consider is the processor that powers the VMs.
Dell EMC validates your virtualized Genetec video management system before it...Principled Technologies
The right digital surveillance infrastructure may put your organization in a good position to handle the security
issues of today and tomorrow. But reliability in surveillance infrastructure should be confirmed—you’re protecting your customers, employees, and inventory, among other vital elements. The Dell EMC Surveillance Validation Labs can help your organization choose tested and validated solutions that meet your needs. We worked with engineers at the labs to validate a Genetec Security Center VMS on a Dell EMC PowerEdge R740xd2 server. The solution proved to be reliable by meeting verification requirements in two use cases, demonstrating its reliability by handling the tests with no dropped frames. This validation shows that your organization can be confident running these Genetec Security Center VMS configurations on Dell EMC PowerEdge R740xd2 servers for a dependable digital infrastructure.
Help skilled workers succeed with Dell Latitude 7030 and 7230 Rugged Extreme ...Principled Technologies
Instead of equipping consumer-grade tablets with rugged cases
Conclusion
In our hands-on testing, the Dell Latitude 7030 and 7230 Rugged Extreme Tablets showed that they are better equipped to help skilled workers than consumer-grade Apple iPad Pro and Samsung Galaxy Tab S9 tablets in multiple ways. They provide more built-in capabilities and features than the consumer-grade tablets we tested. And, while they were more expensive than the rugged-case fortified consumer-grade options we tested, their rugged claims were more than skin deep.
In our performance and durability tests, the Dell Latitude 7030 and 7230 Rugged Extreme Tablets performed better in demanding manufacturing, logistics, and field service environments than consumer-grade tablets with rugged cases. Both Rugged Extreme Tablets, with their greater thermal range, suffered less performance degradation in extreme temperatures, never failed and were merely scuffed after 26 hard drops, survived a 10 minute drenching with no ill effects, and were easier to view in direct sunlight than Apple iPad Pro and Samsung Galaxy Tab S9 tablets.
Bring ideas to life with the HP Z2 G9 Tower Workstation - InfographicPrincipled Technologies
We compared CPU performance and noise output of an HP Z2 G9 Tower Workstation in High Performance Mode to a similarly configured Dell Precision 3660 Tower Workstation in its out-of-box performance mode
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Protect data at rest with negligible impact on NVMe disk performance metrics ...Principled Technologies
by enabling Secure Enterprise Key Manager on Dell PowerEdge servers
Our results show that, after incorporating the extra layer of data security afforded by the Secure Enterprise Key Manager solution on an HCI cluster of Dell PowerEdge R7525 servers configured with 2- or 3-NVMe disk groups, the HCIBench benchmark recorded IOPS-based performance metrics that were comparable to our baseline test results. We also found that incorporating the extra layer of hardware-based data security on a Dell PowerEdge R750xs server required minimal transition effort.
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The document proposes a data integrity protection (DIP) scheme for regenerating-coding-based cloud storage. It augments regenerating codes with cryptographic techniques to allow clients to remotely verify the integrity of random subsets of outsourced data. This addresses vulnerabilities in traditional cloud storage models where data can be corrupted accidentally or maliciously. The proposed FMSR-DIP codes preserve fault tolerance, efficient repair traffic, and add integrity checking abilities while only requiring standard read/write functionalities from servers.
Better email response time using Microsoft Exchange 2013 with the Dell PowerE...Principled Technologies
In a market where servers can seem the same at a glance, look for the differences. Your email infrastructure choices will directly affect end-user experience for your UC&C applications. Equipped with more drives in its extra drive slots, the Dell PowerEdge R730xd delivered 31.7 percent better Exchange 2013 response times than a similarly configured, current-generation Supermicro server did. With better Microsoft Exchange Server 2013 response times, the PowerEdge R730xd can help deliver an improved experience for users in your organization.
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
The document announces the new IBM zEnterprise EC12 hybrid computing system. Key points:
- It provides up to 50% more total system capacity and 101 configurable cores compared to prior models.
- Performance is improved through a new hexa-core 5.5GHz chip design and features like transactional execution.
- New capabilities include flash storage support, encryption, and pattern recognition analytics for system health.
- It supports various workloads and platforms through the zBX blade infrastructure and management tools.
Database performance: Dell PowerEdge R730xd vs. Lenovo ThinkServer RD650Principled Technologies
The document compares the database performance of the Dell PowerEdge R730xd server to the Lenovo ThinkServer RD650 server. It finds that the Dell PowerEdge R730xd delivered 27.9% more orders per minute for a Microsoft SQL Server 2014 database application than the Lenovo server. It also had lower application response times, up to 24.6% better, and lower disk response times, up to 93.1% better. The Dell server was able to process more orders per minute with faster response times for end users due to its current-generation hardware, increased solid-state drives, and storage capacity three times that of the Lenovo server.
Boosting virtualization performance with Intel SSD DC Series P3600 NVMe SSDs ...Principled Technologies
When it comes time to make your server purchase or if you’re looking for an easy way to boost performance of existing infrastructure, consider upgrading your server’s internal storage. As our hands-on tests with a Dell EMC PowerEdge R630 environment running VMware Virtual SAN proved, Intel SSD DC P3600 Series NVMe SSDs could increase virtualized mixed-workload performance by as much as 59.9 percent compared to SATA SSDs while allowing you to run a large additional number of VMs. When you improve performance for your virtualized workloads, your employees and customers will benefit. By increasing performance with Intel NVMe SSDs on your Dell EMC PowerEdge R630 servers, you can potentially slash wait times and do more work on your servers without having to expand your infrastructure with additional storage arrays, which can translate to happier users and a more efficient infrastructure.
DRAM is an important memory of a computer. Microprocessor loads the data
requested by the user into DRAM before processing the data. Hence, DRAM contains
important information in a computer. Recently, researchers discovered that DRAM is
vulnerable to attack that is called Cold boot attack. DRAM contents can be recovered even
after the computer has been powered off for several minutes. The information obtained can
be often use to break the disk encryption system such as File vault. In this paper, we
proposed the methodology which explains the complete process and describe the safeguard
methods. We design a system keeping few things in our mind the accessibility for the user
and Security. This System is defines as a software solution to the cold boot problem. We also
used additional feature to prevent DRAM from the machine replacement. The System is
designed as the procedure to secure the encryption key and prevent the machine from
attack.
The IBM System x3650 M4 HD is a (1) 2-socket 2U rack-optimized server that supports up to 32 internal drives and features an innovative design for optimal performance, uptime, and dense storage. It offers (2) excellent reliability, availability, and serviceability for improved business environments. The server is (3) designed for easy deployment, integration, service, and management.
22by7 and DellEMC Tech Day July 20 2017 - Power EdgeSashikris
The document discusses Dell EMC's PowerEdge server solutions for modern data centers. It introduces the PowerEdge R940, R740-R740xd, R640, C6420, and M640-FC640 servers and highlights their key features. These include expanded processing, memory, storage and I/O capacity, intelligent automation capabilities, integrated security features, and workload optimization options. The servers are presented as providing adaptable, scalable and protected infrastructure for traditional and emerging workloads in the modern data center.
System Center 2012 Virtual Machine ManagerNorman Mayes
This document discusses System Center 2012 Virtual Machine Manager. It provides an overview of VMM, including its key components and benefits. It also covers the VMM database, including supported SQL Server versions and hardware requirements. High availability and clustering options for VMM are also summarized. The document concludes with an overview of next steps, such as planning design sessions.
A solution for company or institutions that want to migrate from Desktop PC to VDI but stuck on budget licences or more cost.
We have solution for that in this presentation.
Dell PowerEdge R660xs: Maximize VDI density while delivering a strong user ex...Principled Technologies
Choosing the right VDI solution can empower your employees to be more productive with a responsive desktop experience and set your company up for growth. In our Login Enterprise benchmark tests, a Dell PowerEdge R660xs powered by 4th Generation Intel Xeon Scalable processors supported 290 VDI sessions while consuming an average of only 2.46 watts per VDI session and maintaining acceptable virtual desktop response times. Maximizing virtual desktop density, as this Dell PowerEdge R660xs configuration did, opens the door to other benefits, including server rack consolidation and simplified power and cooling needs.
Prepare images for machine learning faster with servers powered by AMD EPYC 7...Principled Technologies
A server cluster with 3rd Gen AMD EPYC processors achieved higher throughput and took less time to prepare images for classification than a server cluster with 3rd Gen Intel Xeon Platinum 8380 processors
The IBM System Storage® TS7650G ProtecTIER® Deduplication Gateway is designed to meet the disk-based data protection needs of the enterprise data center while enabling significant infrastructure cost reduc-tions. The solution offers industry-leading inline deduplication perfor-mance and scalability up to 1 petabyte (PB) of physical storage capacity per system that can provide up to 25 PB or more backup storage capacity. Combined with IBM or third-party storage, the TS7650G ProtecTIER Deduplication Gateway provides a powerful disk-based repository to improve the performance, retention and availability of backup and archive data. Learn more: http://ibm.co/ONeH7m
MySQL and Spark machine learning performance on Azure VMsbased on 3rd Gen AMD...Principled Technologies
If your organization is one of the many that are shifting critical applications to the cloud, you know that cloud service providers offer a staggering number of virtual machine options. In your quest for the best performance, an important factor to consider is the processor that powers the VMs.
Dell EMC validates your virtualized Genetec video management system before it...Principled Technologies
The right digital surveillance infrastructure may put your organization in a good position to handle the security
issues of today and tomorrow. But reliability in surveillance infrastructure should be confirmed—you’re protecting your customers, employees, and inventory, among other vital elements. The Dell EMC Surveillance Validation Labs can help your organization choose tested and validated solutions that meet your needs. We worked with engineers at the labs to validate a Genetec Security Center VMS on a Dell EMC PowerEdge R740xd2 server. The solution proved to be reliable by meeting verification requirements in two use cases, demonstrating its reliability by handling the tests with no dropped frames. This validation shows that your organization can be confident running these Genetec Security Center VMS configurations on Dell EMC PowerEdge R740xd2 servers for a dependable digital infrastructure.
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Help skilled workers succeed with Dell Latitude 7030 and 7230 Rugged Extreme ...Principled Technologies
Instead of equipping consumer-grade tablets with rugged cases
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In our hands-on testing, the Dell Latitude 7030 and 7230 Rugged Extreme Tablets showed that they are better equipped to help skilled workers than consumer-grade Apple iPad Pro and Samsung Galaxy Tab S9 tablets in multiple ways. They provide more built-in capabilities and features than the consumer-grade tablets we tested. And, while they were more expensive than the rugged-case fortified consumer-grade options we tested, their rugged claims were more than skin deep.
In our performance and durability tests, the Dell Latitude 7030 and 7230 Rugged Extreme Tablets performed better in demanding manufacturing, logistics, and field service environments than consumer-grade tablets with rugged cases. Both Rugged Extreme Tablets, with their greater thermal range, suffered less performance degradation in extreme temperatures, never failed and were merely scuffed after 26 hard drops, survived a 10 minute drenching with no ill effects, and were easier to view in direct sunlight than Apple iPad Pro and Samsung Galaxy Tab S9 tablets.
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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.
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.
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.
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...Alex Pruden
Folding is a recent technique for building efficient recursive SNARKs. Several elegant folding protocols have been proposed, such as Nova, Supernova, Hypernova, Protostar, and others. However, all of them rely on an additively homomorphic commitment scheme based on discrete log, and are therefore not post-quantum secure. In this work we present LatticeFold, the first lattice-based folding protocol based on the Module SIS problem. This folding protocol naturally leads to an efficient recursive lattice-based SNARK and an efficient PCD scheme. LatticeFold supports folding low-degree relations, such as R1CS, as well as high-degree relations, such as CCS. The key challenge is to construct a secure folding protocol that works with the Ajtai commitment scheme. The difficulty, is ensuring that extracted witnesses are low norm through many rounds of folding. We present a novel technique using the sumcheck protocol to ensure that extracted witnesses are always low norm no matter how many rounds of folding are used. Our evaluation of the final proof system suggests that it is as performant as Hypernova, while providing post-quantum security.
Paper Link: https://eprint.iacr.org/2024/257
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
A Comprehensive Guide to DeFi Development Services in 2024Intelisync
DeFi represents a paradigm shift in the financial industry. Instead of relying on traditional, centralized institutions like banks, DeFi leverages blockchain technology to create a decentralized network of financial services. This means that financial transactions can occur directly between parties, without intermediaries, using smart contracts on platforms like Ethereum.
In 2024, we are witnessing an explosion of new DeFi projects and protocols, each pushing the boundaries of what’s possible in finance.
In summary, DeFi in 2024 is not just a trend; it’s a revolution that democratizes finance, enhances security and transparency, and fosters continuous innovation. As we proceed through this presentation, we'll explore the various components and services of DeFi in detail, shedding light on how they are transforming the financial landscape.
At Intelisync, we specialize in providing comprehensive DeFi development services tailored to meet the unique needs of our clients. From smart contract development to dApp creation and security audits, we ensure that your DeFi project is built with innovation, security, and scalability in mind. Trust Intelisync to guide you through the intricate landscape of decentralized finance and unlock the full potential of blockchain technology.
Ready to take your DeFi project to the next level? Partner with Intelisync for expert DeFi development services today!
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/temporal-event-neural-networks-a-more-efficient-alternative-to-the-transformer-a-presentation-from-brainchip/
Chris Jones, Director of Product Management at BrainChip , presents the “Temporal Event Neural Networks: A More Efficient Alternative to the Transformer” tutorial at the May 2024 Embedded Vision Summit.
The expansion of AI services necessitates enhanced computational capabilities on edge devices. Temporal Event Neural Networks (TENNs), developed by BrainChip, represent a novel and highly efficient state-space network. TENNs demonstrate exceptional proficiency in handling multi-dimensional streaming data, facilitating advancements in object detection, action recognition, speech enhancement and language model/sequence generation. Through the utilization of polynomial-based continuous convolutions, TENNs streamline models, expedite training processes and significantly diminish memory requirements, achieving notable reductions of up to 50x in parameters and 5,000x in energy consumption compared to prevailing methodologies like transformers.
Integration with BrainChip’s Akida neuromorphic hardware IP further enhances TENNs’ capabilities, enabling the realization of highly capable, portable and passively cooled edge devices. This presentation delves into the technical innovations underlying TENNs, presents real-world benchmarks, and elucidates how this cutting-edge approach is positioned to revolutionize edge AI across diverse applications.
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
Introduction of Cybersecurity with OSS at Code Europe 2024Hiroshi SHIBATA
I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems.
The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS.
Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
This presentation provides valuable insights into effective cost-saving techniques on AWS. Learn how to optimize your AWS resources by rightsizing, increasing elasticity, picking the right storage class, and choosing the best pricing model. Additionally, discover essential governance mechanisms to ensure continuous cost efficiency. Whether you are new to AWS or an experienced user, this presentation provides clear and practical tips to help you reduce your cloud costs and get the most out of your budget.
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...Tatiana Kojar
Skybuffer AI, built on the robust SAP Business Technology Platform (SAP BTP), is the latest and most advanced version of our AI development, reaffirming our commitment to delivering top-tier AI solutions. Skybuffer AI harnesses all the innovative capabilities of the SAP BTP in the AI domain, from Conversational AI to cutting-edge Generative AI and Retrieval-Augmented Generation (RAG). It also helps SAP customers safeguard their investments into SAP Conversational AI and ensure a seamless, one-click transition to SAP Business AI.
With Skybuffer AI, various AI models can be integrated into a single communication channel such as Microsoft Teams. This integration empowers business users with insights drawn from SAP backend systems, enterprise documents, and the expansive knowledge of Generative AI. And the best part of it is that it is all managed through our intuitive no-code Action Server interface, requiring no extensive coding knowledge and making the advanced AI accessible to more users.
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfChart Kalyan
A Mix Chart displays historical data of numbers in a graphical or tabular form. The Kalyan Rajdhani Mix Chart specifically shows the results of a sequence of numbers over different periods.
Your One-Stop Shop for Python Success: Top 10 US Python Development Providersakankshawande
Simplify your search for a reliable Python development partner! This list presents the top 10 trusted US providers offering comprehensive Python development services, ensuring your project's success from conception to completion.
Best 20 SEO Techniques To Improve Website Visibility In SERPPixlogix Infotech
Boost your website's visibility with proven SEO techniques! Our latest blog dives into essential strategies to enhance your online presence, increase traffic, and rank higher on search engines. From keyword optimization to quality content creation, learn how to make your site stand out in the crowded digital landscape. Discover actionable tips and expert insights to elevate your SEO game.
Best 20 SEO Techniques To Improve Website Visibility In SERP
Enable security features with no impact to OLTP performance with Dell PowerEdge R7625 servers powered by 4th Gen AMD EPYC 9274F processors
1. Enable security features with no impact to OLTP
performance with Dell PowerEdge R7625 servers
powered by 4th
Gen AMD EPYC 9274F processors
Get comparable online transaction processing (OLTP)
performance with or without enabling AMD Secure
Memory Encryption and AMD Secure Encrypted
Virtualization - Encrypted State
Security is a critical concern for any business with sensitive
data to protect—which is pretty much every business.
And, the larger the business and more sensitive the data,
the greater the importance. Each security breach carries a
tremendous cost in time, reputation, and dollars, with the
average cost of a data breach in the US amounting to over
$9.4M in 2023.1
Hardware-level security is a key piece of
the puzzle for those securing data centers, but IT teams
may worry that enhancing CPU security will diminish CPU
performance. That doesn’t have to be the case.
To look at how well security and performance can coexist,
we assessed the impact of two security features—AMD
Secure Memory Encryption (SME) and Secure Encrypted
Virtualization-Encrypted State (SEV-ES)—on the online
transaction processing (OLTP) performance of an AMD
EPYC®
9274F processor-powered Dell™
PowerEdge™
R7625
server. We ran an industry-standard database benchmark
twice, first with the security features enabled and then
with the features disabled. We found that enabling
AMD SME and AMD SEV-ES did not negatively impact
OLTP performance, resulting in a less than one percent
difference in orders per minute—well within acceptable
variance. Our results show that with this Dell and AMD
solution, you can boost security without reducing the
performance of your OLTP database workloads.
Boost security with
no performance loss
Enabling SME and SEV-ES
had less than 1% impact on
OLTP performance
63,069 62,577
Orders per minute (OPM)
with AMD
SEV-ES and
SME enabled
16 threads | 100ms think time
with AMD
SEV-ES and
SME disabled
Figure 1: Average number of orders per
minute (OPM) the environment processed
during the DVD Store 3 benchmark
workload, using settings of 16 threads
and 100ms think time. Higher is better.
With Dell PowerEdge R7625 servers powered by 4th
Gen AMD EPYC 9274F
processors, enable security features with no impact to OLTP performance
May 2024
A Principled Technologies report: Hands-on testing. Real-world results.
2. What we found
The more sensitive the data your organization handles, the more vital security becomes. Because
strong performance is also critical, some IT teams may worry that enabling optional security features
will cause a hit to performance. We investigated this concern by assessing a an AMD EPYC 9274F
processor-powered Dell PowerEdge R7625 server’s OLTP performance with and without AMD SME and
SEV-ES enabled.
For our test workload, we used DVD Store 3, an industry-standard online transactional database
benchmark that simulates the activities of an online store. We compared how many orders per minute
(OPM), on average, the PowerEdge R7625 server could process with and without the AMD processor-
level security features enabled. (For a detailed methodology and hardware and software disclosures, see
the science behind the report.)
When we ran the workload with the AMD SME and SEV-ES features enabled, the server’s OLTP
performance was actually very slightly higher than it was with the features disabled. The servers with the
added encryption processed 63,069 OPM on average, while those without the extra security processed
an average of 62,577 OPM— a less than one percent difference in OPM and well within acceptable
variance. Average CPU utilization hovered around 75 percent in both cases, a level of utilization that we
believe is in line with the upper range of typical OLTP usage in the real world.
63,069
62,577
Orders per minute (OPM) CPU utilization
with AMD SEV-ES and SME enabled
16 threads | 100ms think time
with AMD SEV-ES and SME disabled
Similar
performance
with security
features
enabled
76.6%
75.4%
Figure 2: Center: Average number of orders per minute (OPM) the environment processed during the DVD Store 3 benchmark
workload, using settings of 16 threads and 100ms think time. Higher is better. Right: Average CPU utilization of the environment
during the DVD Store 3 workload. Our virtualized environment consisted of a Dell PowerEdge R7625 server powered by AMD
EPYC 9274F processors. The server ran Red Hat Enterprise Linux 8. Source: Principled Technologies.
About AMD EPYC 9274F processors
4th
Gen AMD EPYC 9274F processors, part of the AMD EPYC 9004 series with AMD Infinity
Architecture, offer 24 cores, 48 threads, and 256MB L3 cache.2
The F in the processor name means
that it’s a high-frequency processor. They support AMD Infinity Guard, which can “help minimize
potential attack surfaces as software is booted, executed, and processes your critical data,” and,
according to AMD, are ideal for high-performance and VDI workloads, among others.3
With Dell PowerEdge R7625 servers powered by 4th
Gen AMD EPYC 9274F
processors, enable security features with no impact to OLTP performance
May 2024 | 2
3. With no impact to performance, AMD SME and AMD SEV-ES can add an extra layer of security for data
in memory, even in cases when the VM fails or experiences an interruption. This is particularly critical if
your data center hosts data from multiple groups or organizations, each with its own sensitive data that
must remain confidential from the others. In conjunction with standard security measures such as role-
based access control and two-step verification, enabling these two AMD features can help prevent bad
actors from accessing sensitive data.
About the Dell PowerEdge R7625 server
The Dell PowerEdge R7625, powered by 4th
Generation AMD EPYC processors, is “designed
to be the backbone of your data center,” per Dell.14
This 2U server incorporates PCIe Gen5,
optional GPUs, and more memory than previous generations; it also comes in air or liquid-
cooled configurations. In a recent Principled Technologies study, which you can view at
https://infohub.delltechnologies.com/en-us/p/the-case-for-upgrading-your-servers-to-dell-
poweredge-r7625-servers-powered-by-4th
-gen-amd-epyc-processors-2/, we saw the PowerEdge
R7625 deliver significantly higher throughput on Bayes and k-means workloads compared to an
older PowerEdge R7525 server.
To learn more about the Dell PowerEdge R7625, visit
https://i.dell.com/sites/csdocuments/Product_Docs/en/poweredge-r7625-spec-sheet.pdf.
The importance of hardware security
There were 72 percent more data breaches in 2023 than in 2021, representing a surge in cyberattacks.4
Savvy organizations must prioritize security at all levels, including hardware. Both AMD and Dell offer
a host of hardware-level security features, including AMD Platform Secure Boot, AMD Platform Secure
Processor, and UEFI Secure Boot through iDRAC, among other features.5
AMD SME and SEV-ES add
a layer of protection for data in use, taking a confidential computing approach.
Confidential computing
The National Institute of Standards and Technology (NIST) defines confidential computing as a set of
“hardware-enabled features that isolate and process encrypted data in memory so that the data is at less
risk of exposure and compromise from concurrent workloads or the underlying system and platform.”6
These aspects of confidential computing aim to provide an additional layer on top of encryption or other
security measures to protect data in transit or data in storage, so other applications or actors on the
same system cannot compromise it.
AMD incorporates several confidential computing features into their processors, including AMD
Secure Memory Encryption, which offers in-memory data encryption, and AMD Secure Encrypted
Virtualization-Encrypted State, which encrypts each virtual machine (VM) separately and prevents
neighboring VMs or hypervisors from accessing the data on that VM. In the following pages, we examine
how these two features work and how your organization can benefit from enabling them on your Dell
PowerEdge servers.
With Dell PowerEdge R7625 servers powered by 4th
Gen AMD EPYC 9274F
processors, enable security features with no impact to OLTP performance
May 2024 | 3
4. AMD Secure Memory Encryption (SME)
AMD SME protects data in memory, meaning that it shields sensitive data while the server is
using that data.
Every time you boot up an SME-enabled system, such as the Dell PowerEdge R7625 we tested, an
encryption engine on the AMD processor randomly generates an encryption key. Applications running
on the CPU cores cannot “see” these keys, adding an extra layer of security. The system then encrypts
all the data present in memory, while the processor’s memory controller uses the encryption key to
securely access the information. SME offers two encryption models: full memory encryption and partial
memory encryption.
Full memory encryption, as you might expect from the name, encrypts all of the data in memory using
the random encryption key we discussed above. According to AMD, full memory encryption is ideal
“when physical attacks on the system are of concern, including government data centers and/or smaller
or remote enterprise data centers that have more limited physical security.”7
Partial memory encryption allows you to encrypt just some of the memory, protecting sensitive data
more comprehensively while leaving less-sensitive data unencrypted. This offers the potential to help
“provide a layer of isolation for critical workloads” while removing any performance impact—even a
modest one—for your non-sensitive data.8
Secure Encrypted Virtualization – Encrypted State (SEV-ES)
AMD SEV-ES is an extension of AMD Secure Encrypted Virtualization (SEV), which allows IT teams to
encrypt virtual machines with unique encryption keys for each VM, thus protecting them from hypervisor
corruption or threats from other VMs on the system.9
If a VM stops running for any reason, however, the
system saves the data that VM was using to the hypervisor’s memory. If the hypervisor is compromised, a
bad actor could access the data from that VM via the hypervisor.
The SEV-ES extension eliminates this potential attack vector by encrypting a VM’s data as soon as the
VM stops running. According to Dell, “Each VM, upon creation, receives a unique key, ensuring that any
unauthorized attempt to access its memory results in incomprehensible data,” and per AMD, SEV-ES
“can even detect malicious modifications to a CPU register state.”10,11
Establishing a root of trust
A root of trust is a source of data that is always trustworthy because it has passed a verification check.
Both of the AMD security features we looked at work by establishing a root of trust with incoming data.
When a system boots up, an isolated encryption engine on the AMD processor randomly generates an
encryption key that serves as the passphrase the system will use to establish root of trust. This root of
trust ensures that only authorized system components can access sensitive data.
With Dell PowerEdge R7625 servers powered by 4th
Gen AMD EPYC 9274F
processors, enable security features with no impact to OLTP performance
May 2024 | 4
5. About cyber-resilient security in Dell PowerEdge servers
Dell PowerEdge servers include a range of Cyber Resilient Architecture features, anchored in a
silicon-based root of trust and spanning the entire server life cycle.12
These start with a Secure
Development Lifecycle that prioritizes security and incorporates security best practices. Dell also
weaves security into the physical server and its components, its firmware and software, and its
management tools, including iDRAC and OpenManage.13
To learn more, visit https://www.delltechnologies.com/asset/sv-se/products/servers/industry-
market/cyber-resilient-security-with-poweredge-servers.pdf.
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.
With Dell PowerEdge R7625 servers powered by 4th
Gen AMD EPYC 9274F
processors, enable security features with no impact to OLTP performance
May 2024 | 5
6. 1. Statista, “Average cost of a data breach in the United States from 2006 to 2023,” accessed April 10, 2024,
https://www.statista.com/statistics/273575/us-average-cost-incurred-by-a-data-breach/.
2. AMD, “AMD EPYC 9274F,” accessed April 16, 2024,
https://www.amd.com/en/products/cpu/amd-epyc-9274F.
3. AMD, “AMD EPYC 9274F.”
4. Mariah St. John, “Cybersecurity Stats: Facts And Figures You Should Know,” accessed April 10, 2024,
https://www.forbes.com/advisor/education/it-and-tech/cybersecurity-statistics/.
5. Dell, “Securing the Digital Frontier: Inside Dell and AMD’s Zero Trust Approach,” accessed April 10, 2024,
https://infohub.delltechnologies.com/en-US/p/securing-the-digital-
frontier-inside-dell-and-amd-s-zero-trust-approach/.
6. Information Technology Laboratory Computer Security Resource Center, “Confidential Comput-
ing,” accessed April 10, 2024, https://csrc.nist.gov/glossary/term/confidential_computing.
7. David Kaplan, Jeremy Powell, and Tom Woller, “AMD Memory Encryption,” accessed April 10, 2024,
https://www.amd.com/content/dam/amd/en/documents/epyc-business-
docs/white-papers/memory-encryption-white-paper.pdf.
8. David Kaplan, Jeremy Powell, and Tom Woller, “AMD Memory Encryption.”
9. David Kaplan, Jeremy Powell, and Tom Woller, AMD Memory Encryption.”
10. Dell, “Securing the Digital Frontier: Inside Dell and AMD’s Zero Trust Approach,” accessed April 10, 2024,
https://infohub.delltechnologies.com/en-US/p/securing-the-digital-
frontier-inside-dell-and-amd-s-zero-trust-approach/.
11. AMD, “AMD Secure Encrypted Virtualization (SEV),” accessed April 10, 2024,
https://www.amd.com/pt/developer/sev.html.
12. Dell, “Cyber Resilient Security in Dell PowerEdge Servers,” accessed April 10, 2024,
https://www.delltechnologies.com/asset/sv-se/products/servers/industry-
market/cyber-resilient-security-with-poweredge-servers.pdf.
13. Dell, “Cyber Resilient Security in Dell PowerEdge Servers.”
14. Dell, “PowerEdge R7625,” accessed April 10, 2024,
https://i.dell.com/sites/csdocuments/Product_Docs/en/poweredge-r7625-spec-sheet.pdf.
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.
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Facts matter.®
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This project was commissioned by Dell.
Read the science behind this report at https://facts.pt/gpFCYF4
With Dell PowerEdge R7625 servers powered by 4th
Gen AMD EPYC 9274F
processors, enable security features with no impact to OLTP performance
May 2024 | 6