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MemVerge: Past Present and Future of CXL

In the CXL Forum Theater at SC23, MemVerge presented an overview of the past, present, and future of CXL

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The Past, Present,
and Future of CXL
Charles Fan
CEO and Co-Founder
MemVerge
CXL Past
Successes Led by CXL Consortium
• Herded over 200 members & adopters
• Streamlined standards efforts
• Completed 1.x, 2.x, and 3.x specs.
• Ignited billions in investment
2022 CXL Market Revenue ($M)
Memory-Processor Interface 2023 – Focus on CXL
2022
$1.7M
$1M
$.2M
$1.7M
CXL DRAM
CXL Memory Expander Controller
CXL Memory Expander
(includes DRAM & Controller)
2022: CXL Technologies Emerged
Switches
Processors
Software
DRAM
Memory Expansion
Exiting 2022
Specifications
Technologies
2019 2022 2023 2024
Concept Cars
We
Were
Here

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MemVerge: Past Present and Future of CXL

  • 1. The Past, Present, and Future of CXL Charles Fan CEO and Co-Founder MemVerge
  • 3. Successes Led by CXL Consortium • Herded over 200 members & adopters • Streamlined standards efforts • Completed 1.x, 2.x, and 3.x specs. • Ignited billions in investment
  • 4. 2022 CXL Market Revenue ($M) Memory-Processor Interface 2023 – Focus on CXL 2022 $1.7M $1M $.2M $1.7M CXL DRAM CXL Memory Expander Controller CXL Memory Expander (includes DRAM & Controller)
  • 5. 2022: CXL Technologies Emerged Switches Processors Software DRAM Memory Expansion
  • 6. Exiting 2022 Specifications Technologies 2019 2022 2023 2024 Concept Cars We Were Here
  • 10. Optical CXL Demo CXL Mem. Achieves ~2.4x Higher Throughput than Disk OPT-66B model results Disk (NVMe) CXL Memory System Memory MemVerge 60:40 Policy DecodeThroughput (Tokens/s) 1.984 4.859 6.216 6.237 Decode Latency (s) 338.7 138.2 108.1 107.7
  • 11. Project CXL Flight Simulator Open Source QEMU VMs 1 Model of Memory Expander Model of SK hynix Niagara Get Started Now
  • 12. 0% 25% 50% 75% 100% 125% 150% 175% 200% 225% 250% 275% 300% 325% 350% 0% 1% 3% 5% 8% 10% 13% 15% 18% 20% Runtime vs Baseline % Data Spillage In-Memory Analytics Benchmark (CloudSuite 3), 40GB Dataset dram cxl swap-nvme Reclaimed over 200% performance with only 20% additional memory Project Endless Memory Elastic Memory with CXL Pooling 1
  • 13. Project Gismo Global I/O-free Shared Memory Objects 13 MEMVERGE CONFIDENTIAL Shuffle Benchmark Baseline Ray Ray + Gismo Local Get 1GB object 0.4 sec 0.4 sec - CXL shared memory as fast as local memory Remote Get 1GB object 2.7 sec 0.4 sec - 675% faster Shuffle 50GB 4 nodes, each 4 cores, 128 GB object store 515 sec 185 sec - 280% faster
  • 14. Exiting 2023 We Will Be Here Specifications Technologies 2019 2022 2023 2024 Concept Cars 2025 Products
  • 16. Boom in Demand for AI and CXL Memory hungry models doubling every 3-4 months Source: OpenAI, The Economist
  • 17. CXL Market Revenue Forecast 2022 $1.7M 2028 $15.8B 2026 $2.1B $143M $1.5B $112M $1.9B $1M $.2M $1.7M $741M $12.5B $583M $15B CXL DRAM CXL Memory Expander Controller CXL Memory Expander (includes DRAM & Controller) CXL Switch Memory-Processor Interface 2023 – Focus on CXL
  • 18. DRAM Expander Market Forecast 22-28 30% 70% 100% 87% 13% 25% 75% Breakdown by format Breakdown by use case Drives Add-in card Direct attached memory expansion Memory pooling 2022 $1.7M 2022 $1.7M 2028 $15B 2028 $15B “The CXL memory market is expected to take off with the rise of memory pooling” Memory-Processor Interface 2023 – Focus on CXL
  • 19. CXL Disaggregates Memory Storage Disaggregation Memory Disaggregation Storage Area Network (SAN) Fabric-Attached Memory Advanced Storage Services Memory-as-a- Service Fiber Channel Storage Data Services CXL Memory Data Services
  • 20. Creating a New Industry Focus “This change of paradigm could give birth to a new industry focused on CXL memory fabric software, systems and services.” - Yole
  • 21. Memory-as-a-Service Community Linux OS Open Source & Distros Software Standards & Specifications Device & Fabric Management User Space Data Services Select Organizations Contributing
  • 22. MemVerge Software for CXL K8S Schedulers xPU xPU xPU xPU System software Hardware Shared Memory OS/HV OS/HV OS/HV OS/HV App App App App … Global Memory Composer Memory Viewer Memory Machine Tiering/ Compression Snapshot/ Live Migration Sharing Provision Compose Schedule App Profiling Resource Monitoring App-Centric Data Services Multi-Cell Control Plane
  • 23. Memory Viewer 23 Get it now Essential for selling, configuring, and troubleshooting CXL products. Available with your branding.
  • 24. CXL Forum Activities Expanding to Accelerate Co-engineering & Co-marketing 24 Participate CXL Forum Events CXLforum.com CXL Forum Academy CXL Forum Blog Projects Directory Email Newsletter Social Media

Editor's Notes

  1. MemVerge policy: System memory 60%, CXL Memory 40%
  2. Enables applications to take advantage of CXL shared memory Gismo Library Links to the application on each node Provides object lifecycle APIs C/C++ support Gismo Manager Daemon that runs on one of the nodes in the cluster Manages object store access across nodes