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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

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Page 1: SCM Centric Systems - DOMA-v1 · ©2017 Western Digital Corporation or its affiliates. All rights reserved. 11/13/2017 2

©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

Page 2: SCM Centric Systems - DOMA-v1 · ©2017 Western Digital Corporation or its affiliates. All rights reserved. 11/13/2017 2

©2017 Western Digital Corporation or its affiliates. All rights reserved. 11/13/2017 2

Page 3: SCM Centric Systems - DOMA-v1 · ©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

Page 4: SCM Centric Systems - DOMA-v1 · ©2017 Western Digital Corporation or its affiliates. All rights reserved. 11/13/2017 2

©2017 Western Digital Corporation or its affiliates. All rights reserved. 411/13/2017

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©2017 Western Digital Corporation or its affiliates. All rights reserved. 511/13/2017

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©2017 Western Digital Corporation or its affiliates. All rights reserved. 611/13/2017

• *512 Gb x3 BiCS die

Page 7: SCM Centric Systems - DOMA-v1 · ©2017 Western Digital Corporation or its affiliates. All rights reserved. 11/13/2017 2

©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

Page 8: SCM Centric Systems - DOMA-v1 · ©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

811/13/2017

Page 9: SCM Centric Systems - DOMA-v1 · ©2017 Western Digital Corporation or its affiliates. All rights reserved. 11/13/2017 2

©2017 Western Digital Corporation or its affiliates. All rights reserved. 911/13/2017

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©2017 Western Digital Corporation or its affiliates. All rights reserved. 1011/13/2017

Page 11: SCM Centric Systems - DOMA-v1 · ©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

1111/13/2017

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©2017 Western Digital Corporation or its affiliates. All rights reserved. 1211/13/2017

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©2017 Western Digital Corporation or its affiliates. All rights reserved. 1311/13/2017

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©2017 Western Digital Corporation or its affiliates. All rights reserved. 1411/13/2017

Page 15: SCM Centric Systems - DOMA-v1 · ©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

1511/13/2017

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©2017 Western Digital Corporation or its affiliates. All rights reserved. 1611/13/2017

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©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

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©2017 Western Digital Corporation or its affiliates. All rights reserved. 1811/13/2017

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©2017 Western Digital Corporation or its affiliates. All rights reserved. 1911/13/2017

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©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

Page 21: SCM Centric Systems - DOMA-v1 · ©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

2111/13/2017

Page 22: SCM Centric Systems - DOMA-v1 · ©2017 Western Digital Corporation or its affiliates. All rights reserved. 11/13/2017 2

©2017 Western Digital Corporation or its affiliates. All rights reserved. 2211/13/2017

Martin Fink - EVP & CTO Western Digital Corporation August 2017 @ FMS

Page 23: SCM Centric Systems - DOMA-v1 · ©2017 Western Digital Corporation or its affiliates. All rights reserved. 11/13/2017 2

©2017 Western Digital Corporation or its affiliates. All rights reserved. 11/13/2017