The document discusses CXL, a new open standard protocol for efficient CPU and memory connectivity. CXL allows for memory disaggregation and pooling across devices by enabling high-bandwidth, low-latency connections between CPUs, GPUs, accelerators, and memory. This helps address the growing CPU-memory bottleneck by allowing expansion of memory capacity beyond what can physically connect to the CPU. CXL also enables memory tiering by providing different performance and cost options for "near" directly attached memory versus "far" switched or fabric attached memory.
During the CXL Forum at OCP Global Summit, Enfabrica CEO Rochan Sankar described how to bridge the network and memory worlds with their accelerated compute fabric switch.
All Presentations during CXL Forum at Flash Memory Summit 22Memory Fabric Forum
This deck includes presentations made during the CXL Forum at Flash Memory Summit 22 delivered by AMD, Intel, NVIDIA, The CXL Consortium, The Open Compute Project, Marvell, MemVerge, Micron, SK hynix, Samsung, and VMware
During the CXL Forum at OCP Global Summit 23, Rick Kutcipal and Sreeni Bagalkote of Broadcom presented their PCIe/CXL Roadmap and announced their Atlas 4 CXL switch.
During the CXL Forum at OCP Global Summit, Jeff Hilland of HPE explained what CXL, PCI SIG, DMTF, OFA, OCP, and SNIA are doing to make CXL fabric, memory and device management interoperable.
During the CXL Forum at OCP Global Summit, Mahesh Wagh, CXL Consortium TTF Co-chair and Senior Fellow at AMD, presented and update of the CXL Consortium mission and road map.
During the CXL Forum at OCP Global Summit, Enfabrica CEO Rochan Sankar described how to bridge the network and memory worlds with their accelerated compute fabric switch.
All Presentations during CXL Forum at Flash Memory Summit 22Memory Fabric Forum
This deck includes presentations made during the CXL Forum at Flash Memory Summit 22 delivered by AMD, Intel, NVIDIA, The CXL Consortium, The Open Compute Project, Marvell, MemVerge, Micron, SK hynix, Samsung, and VMware
During the CXL Forum at OCP Global Summit 23, Rick Kutcipal and Sreeni Bagalkote of Broadcom presented their PCIe/CXL Roadmap and announced their Atlas 4 CXL switch.
During the CXL Forum at OCP Global Summit, Jeff Hilland of HPE explained what CXL, PCI SIG, DMTF, OFA, OCP, and SNIA are doing to make CXL fabric, memory and device management interoperable.
During the CXL Forum at OCP Global Summit, Mahesh Wagh, CXL Consortium TTF Co-chair and Senior Fellow at AMD, presented and update of the CXL Consortium mission and road map.
During the CXL Forum at OCP Global Summit, Dharmesh Jani of Meta and Siamak Tavalllei of the CXL Consortium describe the extensive work being done by the Open Compute Project related to CXL
During the CXL Forum at OCP Global Summit, MemVerge software architect Steve Scargall defines the CXL software stack and where the development is being done.
During the CXL Forum at OCP Global Summit, SMART Modular Director Product Marketing Arthur Sainio, provides an overview of the company's CXL memory cards and modules.
Q1 Memory Fabric Forum: Memory Processor Interface 2023, Focus on CXLMemory Fabric Forum
Thibault Grossi, Sr. Technology & Market Analyst, shares excerpts from the recently published report, Memory Processor Interface, Focus on CXL. The reports provides a taxonomy of CXL market segments and revenue forecasts through 2028.
Arm: Enabling CXL devices within the Data Center with Arm SolutionsMemory Fabric Forum
During the CXL Forum at OCP Summit, Arm Director of Segment Marketing Parag Beeraka provides and overview of the Arm portfolio of CXL products for the Data Center
During the CXL Forum at OCP Global Summit, memory system architect Jungmin Choi of SK hynix talks about the need for memory bandwidth and capacity, and the SK hynix Niagara solution.
In the CXL Forum Theater at SC23 hosted by MemVerge, the Open Compute Project provided an overview of CXL, as well as CXL-related hardware and software projects at OCP
During the CXL Forum at OCP Global Summit, MemVerge CEO Charles Fan presented accomplishments of the CXL industry since 2019, the development of concept cars occurring today, and his predictions for the future of CXL
Molex and Nvidia - Partnership to enable copper for the next generation artif...Memory Fabric Forum
During the CXL Forum at OCP Global Summit, Eddy Hwang of Nvidia and Wai Kong Poon of Molex presented a next-gen architecture for enabling copper for AI computing.
Q1 Memory Fabric Forum: Compute Express Link (CXL) 3.1 UpdateMemory Fabric Forum
OCP Steering Committee member and ex-President of the CXL Consortium, Siamak Tavallaei, provides an update on the CXL specifications with a focus on the recently released 3.1 specification.
Lightelligence: Optical CXL Interconnect for Large Scale Memory PoolingMemory Fabric Forum
During the CXL Forum at OCP Global Summit, Lightelligence Director of Engineering Ron Swatzentruber provides an overview of the company's optical port expander products and test results.
Q1 Memory Fabric Forum: Building Fast and Secure Chips with CXL IPMemory Fabric Forum
Gary Ruggles, Sr Product Manger for PCIe and CXL Controller IP, provides an provides example use cases for adoption of CXL, an introduction to Synopsys CXL IP Solutions, interop and proof points.
TE Connectivity: Card Edge Interconnects - Understanding Device & Riser Card ...Memory Fabric Forum
During the CXL Forum at OCP Global Summit, TE Connectivity architect Christopher Blackburn describes the design tradeoffs for device and riser card edge interconnects.
If AMD Adopted OMI in their EPYC ArchitectureAllan Cantle
AMD's EPYC Architecture has paved the way forward towards Heterogeneous Data Centric Computing, but it is still limited by it's parallel DDR interfaces. This presentation shows the potential for the EPYC architecture if it adopted the Open Memory Interface, OMI, for it's Near Memory interface.
Shared Memory Centric Computing with CXL & OMIAllan Cantle
Discusses how CXL can be better utilized as a separate Fabric Cache domain to a processors own Local Cache Domain. This is done by leveraging a Shared Memory Centric architectures that utilize both the Open Memory Interface OMI, and Compute eXpress Link, CXL, for the memory ports.
Ecosystem Alliance Manager Michael Ocampo talks about the CXL industry's effort to break through the memory wall, memory bound use cases, CXL for modular shared infrastructure, and critical CXL collaboration that's happening now.
During the CXL Forum at OCP Global Summit, Michael Ocampo of Astera Labs explained the problem of the memory wall, and how CXL memory powered by Astera Labs can break through
During the CXL Forum at OCP Global Summit, Dharmesh Jani of Meta and Siamak Tavalllei of the CXL Consortium describe the extensive work being done by the Open Compute Project related to CXL
During the CXL Forum at OCP Global Summit, MemVerge software architect Steve Scargall defines the CXL software stack and where the development is being done.
During the CXL Forum at OCP Global Summit, SMART Modular Director Product Marketing Arthur Sainio, provides an overview of the company's CXL memory cards and modules.
Q1 Memory Fabric Forum: Memory Processor Interface 2023, Focus on CXLMemory Fabric Forum
Thibault Grossi, Sr. Technology & Market Analyst, shares excerpts from the recently published report, Memory Processor Interface, Focus on CXL. The reports provides a taxonomy of CXL market segments and revenue forecasts through 2028.
Arm: Enabling CXL devices within the Data Center with Arm SolutionsMemory Fabric Forum
During the CXL Forum at OCP Summit, Arm Director of Segment Marketing Parag Beeraka provides and overview of the Arm portfolio of CXL products for the Data Center
During the CXL Forum at OCP Global Summit, memory system architect Jungmin Choi of SK hynix talks about the need for memory bandwidth and capacity, and the SK hynix Niagara solution.
In the CXL Forum Theater at SC23 hosted by MemVerge, the Open Compute Project provided an overview of CXL, as well as CXL-related hardware and software projects at OCP
During the CXL Forum at OCP Global Summit, MemVerge CEO Charles Fan presented accomplishments of the CXL industry since 2019, the development of concept cars occurring today, and his predictions for the future of CXL
Molex and Nvidia - Partnership to enable copper for the next generation artif...Memory Fabric Forum
During the CXL Forum at OCP Global Summit, Eddy Hwang of Nvidia and Wai Kong Poon of Molex presented a next-gen architecture for enabling copper for AI computing.
Q1 Memory Fabric Forum: Compute Express Link (CXL) 3.1 UpdateMemory Fabric Forum
OCP Steering Committee member and ex-President of the CXL Consortium, Siamak Tavallaei, provides an update on the CXL specifications with a focus on the recently released 3.1 specification.
Lightelligence: Optical CXL Interconnect for Large Scale Memory PoolingMemory Fabric Forum
During the CXL Forum at OCP Global Summit, Lightelligence Director of Engineering Ron Swatzentruber provides an overview of the company's optical port expander products and test results.
Q1 Memory Fabric Forum: Building Fast and Secure Chips with CXL IPMemory Fabric Forum
Gary Ruggles, Sr Product Manger for PCIe and CXL Controller IP, provides an provides example use cases for adoption of CXL, an introduction to Synopsys CXL IP Solutions, interop and proof points.
TE Connectivity: Card Edge Interconnects - Understanding Device & Riser Card ...Memory Fabric Forum
During the CXL Forum at OCP Global Summit, TE Connectivity architect Christopher Blackburn describes the design tradeoffs for device and riser card edge interconnects.
If AMD Adopted OMI in their EPYC ArchitectureAllan Cantle
AMD's EPYC Architecture has paved the way forward towards Heterogeneous Data Centric Computing, but it is still limited by it's parallel DDR interfaces. This presentation shows the potential for the EPYC architecture if it adopted the Open Memory Interface, OMI, for it's Near Memory interface.
Shared Memory Centric Computing with CXL & OMIAllan Cantle
Discusses how CXL can be better utilized as a separate Fabric Cache domain to a processors own Local Cache Domain. This is done by leveraging a Shared Memory Centric architectures that utilize both the Open Memory Interface OMI, and Compute eXpress Link, CXL, for the memory ports.
Ecosystem Alliance Manager Michael Ocampo talks about the CXL industry's effort to break through the memory wall, memory bound use cases, CXL for modular shared infrastructure, and critical CXL collaboration that's happening now.
During the CXL Forum at OCP Global Summit, Michael Ocampo of Astera Labs explained the problem of the memory wall, and how CXL memory powered by Astera Labs can break through
Supermicro Servers with Micron DDR5 & SSDs: Accelerating Real World WorkloadsRebekah Rodriguez
With the recent announcements from Intel and Supermicro, we are seeing a number of new systems that support exciting new technologies and which provide a scalable foundation for the data center of the future. These systems also deliver significant benefits to meet today's real-world problems and help to optimize existing HPC and business applications.
Realizing these benefits demands innovations in performance, cost management, and integration. It is not one company's problem to solve but an ecosystem that can collaborate and configure the right solutions to meet today's needs.
Please join Supermicro and Micron to learn about their close collaboration, the roles of Supermicro X13 systems and DDR5 memory to meet these requirements, and learn about the results we are seeing today.
During the CXL Forum at OCP Global Summit, Montage vice-president Geof Findley delivers an overview of the Montage memory controller, how it's used in memory expansion cards and modules, and use cases.
Torry Steed, Sr. Product Marketing Manager at SMART Modular, provides an overview of CXL PCIe Add-in Cards (AICs) and memory modules that can be used to expand capacity in servers or in external memory pooling systems.
A multi-core processor is a single computing component with two or more independent actual processing units (called "cores"), which are units that read and execute program instructions. The instructions are ordinary CPU instructions (such as add, move data, and branch), but the multiple cores can run multiple instructions at the same time, increasing overall speed for programs amenable to parallel computing. Manufacturers typically integrate the cores onto a single integrated circuit die (known as a chip multiprocessor or CMP), or onto multiple dies in a single chip package.
Q1 Memory Fabric Forum: CXL Controller by Montage TechnologyMemory Fabric Forum
For CXL AIC and memory module designers, Nilesh Shah of Montage provides and overview of their CXL memory controller product, technology, and performance.
Architectural tricks to maximize memory bandwidthDeepak Shankar
Deepak Shankar, CEO and Founder of Mirabilis Deign Inc. hosted a webinar(Feb 17,2016) on the architectural possibilities to improve memory bandwidth. This webinar highlighted that memory plays a role in impacting the performance & power consumption of a system.
Q1 Memory Fabric Forum: Using CXL with AI Applications - Steve Scargall.pptxMemory Fabric Forum
MemVerge product manager and software architect Steve Scargall discusses key factors related to the use of CXL with AI apps including, memory expansion form factors, latency and bandwidth memory placement strategies, RDBMS investigation and results, vector database investigation, and results understanding your application behavior.
Q1 Memory Fabric Forum: Memory expansion with CXL-Ready Systems and DevicesMemory Fabric Forum
Ravi Gummaluri, Director, CXL System Architecture at Micron describes use cases for memory expansion with tiered DRAM and CXL memory, along with performance data.
Caches are used in many layers of applications that we develop today, holding data inside or outside of your runtime environment, or even distributed across multiple platforms in data fabrics. However, considerable performance gains can often be realized by configuring the deployment platform/environment and coding your application to take advantage of the properties of CPU caches.
In this talk, we will explore what CPU caches are, how they work and how to measure your JVM-based application data usage to utilize them for maximum efficiency. We will discuss the future of CPU caches in a many-core world, as well as advancements that will soon arrive such as HP's Memristor.
A Prototype Storage Subsystem based on Phase Change MemoryIBM Research
IBM scientists for the first time demonstrated a hybrid storage and caching subsystem, code-named Project Theseus, at the recent 2014 Non-Volatile Memories Workshop in San Francisco, California. And the amazing achievement is that they were using two year old PCM chip prototypes.
Q1 Memory Fabric Forum: ZeroPoint. Remove the waste. Release the power.Memory Fabric Forum
Nilesh Shah provide an overview of the ZeroPoint portable, hardware IP portfolio for lossless memory compression and compaction. The IP boosts memory capacity 2-4x, bandwidth and performance/watt by 50%, and is 1,000x faster than competitors.
Q1 Memory Fabric Forum: CXL-Related Activities within OCPMemory Fabric Forum
OCP steering committee member, and former President of the CXL Consortium, Siamak Tavallaei, provides an overview of CXL-related activities happening within the Open Compute Project.
Nick Kriczsky and Gorden Getty provide an overview of Teledyne LeCroy’s Austin Labs portfolio of products to services including: 1) testing for protocol and electrical compliance, interoperability, data integrity, and performance, 2) In depth protocol training (PCIe, USB, NVMe, NVMe-oF, Fibre Channel), and 3) Automation (solutions for analysis, jamming, generation)
Torry Steed, Sr. Staff Product Manager at SMART Modular, covers the changing shape of memory leading to new categories of CXL form factors. He dives deeper to address EDSFF and AIC variations, mechanical sizes, installation locations, capacity considerations, and power ratings.
Q1 Memory Fabric Forum: Memory Fabric in a Composable SystemMemory Fabric Forum
Eddie McMorrow, Sr. Product Manager at GigaIO, defines composable infrastructure and memory fabrics, then provides and overview of the FabreX memory fabric.
MemVerge CEO Charles Fan describes why memory-hungry generative AI is a driver for CXL technology, the new computing model for AI, and MemVerge software for CXL and AI.
Q1 Memory Fabric Forum: Micron CXL-Compatible Memory ModulesMemory Fabric Forum
Michael Abraham, Director of Product Management at Micron, discusses data center challenges, the memory and storage hierarchy, Micron CZ120 memory modules, database (TPC-H) improvements, AI inferencing improvements, and how to enabling in your company.
Q1 Memory Fabric Forum: Advantages of Optical CXL for Disaggregated Compute ...Memory Fabric Forum
Ron Swartzentruber, Director of Engineering at Lightelligence, explains why optical connectivity is needed for CXL fabrics, and provides an overview of the Photowave line of port expander PCIe cards and active optical cables.
Arvind Jagannath of VMware makes the case for bridging the CPU-Memory imbalance with memory tiering, describes their vision for memory disaggregation, and explains that VMware will support CXL Expanders – Specific Configurations, Memory Tiering to reduce overall TCO, and Memory Accelerators to enable CXL-based use-cases.
MemVerge Field CTO Yong Tian shows what memory expansion costs with an analysis of various server configurations with up to 8TB of tiered DRAM and CXL memory.
In the CXL Forum Theater at SC23 hosted by MemVerge, Lightelligence describes CXL's need for optical connectivity and their portfolio of CXL optical expander cards and cables
In the CXL Forum Theater at SC23 hosted by MemVerge, Samsung described their the architecture and use cases of their hybrid drive that includes DRAM and Flash memory
In the CXL Forum Theater at SC23, MemVerge provides an overview of how to use CXL memory pools to store shared memory objects to eliminate inter-node AI cluster traffic and accelerate performance
Let's dive deeper into the world of ODC! Ricardo Alves (OutSystems) will join us to tell all about the new Data Fabric. After that, Sezen de Bruijn (OutSystems) will get into the details on how to best design a sturdy architecture within ODC.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
CXL Memory Expansion, Pooling, Sharing, FAM Enablement, and Switching
1. Tam Do, Product Marketing,
Microchip
Sanketh Srinivas, Product
Marketing, Microchip
CXL Memory Expansion, Pooling,
Sharing, FAM Enablement, and Switching
2. • Compute Memory Bottleneck
• Heterogenous architectures and Memory Efficiency Plateau
• CXL™ A Protocol For Memory
• Memory Tiering with CXLTM
• CXLTM Switching
Agenda
3. • CPU vendors are introducing powerful CPUs with higher core counts at a
rapid pace
• Amount of DDR memory that could be directly attached to CPU is limited
due to
• Number of parallel DDR interfaces/channels per CPU
• Requires large number of IO pins for each memory channel (~300
pins)
• Adding more interfaces will impact CPU Die and package size
Compute Memory Bottleneck
Host CPU DDR Memory
CORE CORE CORE CORE
Parallel DDR
Interface
CPU to Memory
Bottleneck
Memory
Controller
4. CPU
CPU
GPU
GPU
Accel
Accel
Heterogeneous Compute resources
Memory and Storage
resources
Data
Global data
Resources and
generation
CPUs, GPUs, Custom
Accelerators
• Analysis extraction
• Medical
outcomes
• Self-driving
vehicles
• Filtered and sorting
• Data analytics
• Cat photos
• Time critical data
• Stock market
decisions
• Task Prioritization
• Augmented reality
• Advertising
• Catastrophe avoidance
Heterogenous architectures and Memory
Efficiency Plateau
5. CXL Disaggregates Memory to Allow
Expansion
• Lowering pin-count allows
expansion
• More memory added to support
more processor cores
• Allow memory pooling
and multiple processors to share
memory and data more efficiently
6. • CXL enables Memory Diversity with the same look and feel
abstracting different memory types to be supported behind a
memory controller
Memory Tiering with CXLTM
7. Memory Tiering Model with CXL™
Storage
• On-package memory/High Bandwidth Memory (HBM)
• DDR direct-attached
• CXL direct-attached
• CXL Switch-attached
• CXL Fabric-attached or GFAM
OPM
DRAM (Hot)
DRAM (Warm)
SCM (Cool)
DRAM/SCM (Cold)
Direct attach
“Near” Memory
Switch/fabric attach
“Far” Memory
Microchip Memory Infrastructure Products will enable memory tiering to optimize performance
and cost for application-dependent workloads
8. Memory Tiering with CXL Switch-Attached
Memory Expansion
CPU
SSD
SSD
SSD HDD
HDD
HDD
CPU
CPU
CPU
IO Controller
I
O
C
T
R
L
M
E
M
C
T
R
L
L3 Cache
DDR5 DIMMs
L1 Cache
L2 Cache
DDR5 DIMMs
CXL
Switch
DDR5 DIMMs
M
E
M
C
T
R
L
DDR4 DIMMs
Low Latency NAND or PMEM
CXL
Flash
Controll
er
10. CXL™ Memory Performance
Comparison
CPU DDR
CXL
CXL
OS
70 ns 30 ns
100 ns
100 ns
100 ns
40 ns
70 ns
150 ns
Use-Case Load to Use
Direct DDR ~100 ns
Direct CXL ~170 ns
Pooled CXL ~200 ns
Switched CXL ~320 ns
Memory
Controller
DRAM
DRAM
DRAM
30 ns
DRAM
DRAM
DRAM
CXL
CXL Multi-head
Memory
Controller
30 ns
DRAM
DRAM
DRAM
Switch
40 ns
Memory
Controller
30 ns
DRAM
DRAM
DRAM
12. • Connects multiple hosts and
memory devices
• Provides low latency, high-
bandwidth interfaces between
various CXL devices, such as CPUs,
GPUs and memory modules
• It enables these devices to share
data through multiple host
platforms
• Supports downstream PCIe® links
Flexible CXLTM Switching
Root
Port
CXL Switch
CXL
Type 2
CXL
Type 3
CXL Switch
CXL
EP
PCIe
EP
13. • CXL 3.0 enables non-tree
topologies and peer-to-
peer communication
within a virtual hierarchy
of devices
• PCIe® is tree topology
CXLTM 3.0: Device to Device
Connectivity
16. • Using PCI Express® and (PCIe®) physical and electrical interface standard
• Enables efficient high bandwidth interface between CPU, memory and
accelerators
• Maintains memory coherency between CPU memory space and memory
on CXL attached devices that enables resource sharing, memory
disaggregation with memory pooling and sharing
• Open industry standard starting with CXL 1.0 to 3
CXL™ A Protocol For Memory
17. • How to get involved in the Project/Sub-Project Community
• Timeline for Contribution Availability
• Timeline for Product/Facility Availability
• Link to Contribution DB/OCP Marketplace
• Where to find additional information (URL links)
• [Example] Where to buy: https://www.opencompute.org/products
• [Example] Project Wiki with latest specification :
http://www.opencompute.org/wiki/Server/Mezz
• [Example] Mailing list: http://lists.opencompute.org/mailman/listinfo/opencompute-
mezz-card
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