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©2017 Western Digital Corporation or its affiliates. All rights reserved.
SCM Centric Systems Paradigm
Shaun Astarabadi Senior Technologist/CTO Office November 16-17, 2017 (DOMA Workshop)
11/13/2017
©2017 Western Digital Corporation or its affiliates. All rights reserved. 11/13/2017 2
©2017 Western Digital Corporation or its affiliates. All rights reserved.
1 Recent Advancement in Storage Technology
2 Evolving Role of Data: Purpose-built architectures
3 NVM System Opportunities
4 Memory-centric Compute
5 Technology Predictions – Martin Fink / WD EVP & CTO
Agenda
311/13/2017
©2017 Western Digital Corporation or its affiliates. All rights reserved. 411/13/2017
©2017 Western Digital Corporation or its affiliates. All rights reserved. 511/13/2017
©2017 Western Digital Corporation or its affiliates. All rights reserved. 611/13/2017
• *512 Gb x3 BiCS die
©2017 Western Digital Corporation or its affiliates. All rights reserved.
MAMR
• WD microwave-assisted magnetic recording (MAMR) HDD
• Breakthrough innovation for delivering ultra-high capacity hard disk drives
• Western Digital expects to begin shipping ultra-high capacity MAMR HDDs in 2019 for use in data centers that support Big Data applications across a full range of industries.
Innovation in HDD continues…
711/13/2017
©2017 Western Digital Corporation or its affiliates. All rights reserved.
1 Recent Advancement in Storage Technology
2 Evolving Role of Data: Purpose-built architectures
3 NVM System Opportunities
4 Memory-centric Compute
5 Technology Predictions – Martin Fink / WD EVP & CTO
Agenda
811/13/2017
©2017 Western Digital Corporation or its affiliates. All rights reserved. 911/13/2017
©2017 Western Digital Corporation or its affiliates. All rights reserved. 1011/13/2017
©2017 Western Digital Corporation or its affiliates. All rights reserved.
1 Recent Advancement in Storage Technology
2 Evolving Role of Data: Purpose-built architectures
3 NVM System Opportunities
4 Memory-centric Compute
5 Technology Predictions – Martin Fink / WD EVP & CTO
Agenda
1111/13/2017
©2017 Western Digital Corporation or its affiliates. All rights reserved. 1211/13/2017
©2017 Western Digital Corporation or its affiliates. All rights reserved. 1311/13/2017
©2017 Western Digital Corporation or its affiliates. All rights reserved. 1411/13/2017
©2017 Western Digital Corporation or its affiliates. All rights reserved.
1 Recent Advancement in Storage Technology
2 Evolving Role of Data: Purpose-built architectures
3 NVM System Opportunities
4 Memory-centric Compute
5 Technology Predictions – Martin Fink / WD EVP & CTO
Agenda
1511/13/2017
©2017 Western Digital Corporation or its affiliates. All rights reserved. 1611/13/2017
©2017 Western Digital Corporation or its affiliates. All rights reserved. Confidential.
Data-centric Architectures – Hardware Block View
11/13/2017 17
Memory-centric Storage-centric
DPU DPU
GPU
GPU
GPU
GPU
Storage
ACCL
ACCL
CPU
SCM Memory
DDR
Gen-Z
FPGA FPGA
Network
I/O
CPU DDR
NVMe
NetworkACCL
CPU DRAMDDR
PCIe
Storage Device
Storage Device
Storage Device
Storage Device
Network
Von Neumann
The “Central Processing Unit” becomes the “Coordinating Processing Unit”
DRAM DRAM
SCM Storage
DPUSCM
Storage
FPGASCM
Storage
ACCLSCM
Storage
GPU
SCM Storage
DPUSCM
Storage
FPGASCM
Storage
ACCLSCM
Storage
GPU
SCM Storage
DPUSCM
Storage
FPGASCM
Storage
ACCLSCM
Storage
GPU
©2017 Western Digital Corporation or its affiliates. All rights reserved. 1811/13/2017
©2017 Western Digital Corporation or its affiliates. All rights reserved. 1911/13/2017
©2017 Western Digital Corporation or its affiliates. All rights reserved. Confidential.
Large-scale Problem Spaces (Use Cases)
• Genomics • FinTech • ML/AI/OLAP • Video Analytics • OLTP & RDBMS • Unstructured DB • Text Search
11/13/2017 20
©2017 Western Digital Corporation or its affiliates. All rights reserved.
1 Recent Advancement in Storage Technology
2 Evolving Role of Data: Purpose-built architectures
3 NVM System Opportunities
4 Memory-centric Compute
5 Technology Predictions – Martin Fink / WD EVP & CTO
Agenda
2111/13/2017
©2017 Western Digital Corporation or its affiliates. All rights reserved. 2211/13/2017
Martin Fink - EVP & CTO Western Digital Corporation August 2017 @ FMS
©2017 Western Digital Corporation or its affiliates. All rights reserved. 11/13/2017