RIDESHARING YOUR CLOUD DATA CENTER Realize Better Resource Utilization with NVMe-oF
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1 RIDESHARING YOUR CLOUD DATA CENTER Realize Better Resource Utilization with NVMe-oF CloudFest March 13, 2018 Steve Fingerhut, Senior Vice President, General Manager, SSD and Cloud Software Business Unit Toshiba Memory America 1
2 Machine Learning Team 100% utilized 24/7 100% 50% idle Black 350+ days/year Friday, Cyber Monday, etc. Online Marketplace Team 2
3 What s wrong with my cloud data center? PROBLEM 1 DAS stranded flash & IOPS direct-attached flash PROBLEM 2 stranded compute 3
4 IOPS / TB How much SSD capacity per node? NoSQL (ad serving) Applications 50k 10 4 stranded compute stranded flash NoSQL (user profiles) 10 3 Machine Learning <1k Optimum SSD Capacity/Node (TB) Too much wastes flash. Too little wastes CPU. One size does not fit all. 4
5 Workload Variability CPU TB/NODE STATELESS Web Server high low STATEFUL NoSQL DB (ad serving) NoSQL DB (user profiles) high low mid high BATCH Machine Learning (shopping suggestions) Hadoop (big data) high mid Unique resource mixes: CPU intensity, flash capacity, IOPS, memory Tough to optimize node configurations 5
6 Application Silos with DAS Strands Resources Bin-packing Loss 2 Web Server 1 stranded stranded flash compute Stateless Jobs Stateful Jobs Batch Jobs Scheduling Loss Scheduling Loss NoSQL Ad Serving NoSQL Cust. Profiles Machine Learning 1 Challenges: Variable resource needs stranded flash 2 Reserve capacity for demand peaks stranded compute 6
7 Disaggregation Optimizes Use of Flash Web Server NoSQL Ad Serving NoSQL Cust. Profiles Machine Learning Benefits: Storage can now be provisioned optimally for every application Eliminates stranded flash Significant improvement in bin-packing loss (stranded compute) Shared Flash 7
8 What s wrong with my cloud data center? PROBLEM 1 DAS stranded flash & IOPS PROBLEM 3 direct-attached flash PROBLEM 2 lost operational agility & revenue stranded compute 8
9 Disaggregate and Orchestrate for Agility NoSQL Ad Serving Web Server Machine Learning All applications can now be scaled out quickly even stateful ones Borrow compute resources from lower priority applications during demand peaks Possible only if any application can run on any node unrestricted by data locality Shared Flash 9
10 What Flash-enabled Agility Looks Like in Your Data Center Provides optimal platforms for more applications with fewer node types 30-60% fewer compute nodes for the same workload Eurosys 2015: Large-scale cluster management at Google with Borg Google Flexible, fast response to changing business conditions 10
11 Shared Accelerated Storage Solves DAS Problems PROBLEM 1 DAS stranded flash & IOPS PROBLEM 3 direct-attached flash PROBLEM 2 lost operational agility & revenue shared accelerated storage stranded compute SOLUTION 11
12 Shared Accelerated Storage Solves DAS Problems PROBLEM 1 BUY FEWER SSDs DAS stranded flash & IOPS PROBLEM 3 BETTER AGILITY direct-attached flash PROBLEM 2 BUY FEWER SERVERS lost operational agility & revenue shared accelerated storage stranded compute SOLUTION 12
13 Shared Accelerated Storage for Cloud is Now Possible High bandwidth, low latency networks Mature orchestration frameworks Shared Accelerated Storage Software Bigger, faster & more cost-effective NVMe SSDs NVMe-oF protocol maximum data center efficiency 13
14 Toshiba Shared Accelerated Storage Software Kubernetes Lenovo XClarity OpenStack Intel RSD ~ RESTful API Management Engine Virtualization / Abstraction Toshiba Software Fabric Module (front end) Network Driver NVMe Module (back end) NVMe Driver NVMe SSDs NVMe SSDs NVMe SSDs Toshiba Software NVMe-oF Network NVMe SSDs 14
15 Toshiba Software Key Benefits Fast Flexible Future-Proof Optimized <20 µs latency adder 4,000+ namespaces Popular cloud frameworks 100% elastic 8,000,000+ 4K RR IOPS 384 TB SSD capacity Broad ecosystem support Zero stranded capacity based on internal Toshiba testing 15
16 Inventor of NAND flash memory World s largest flash fab Cutting-edge 64/96 layer 3D flash technology #2 in flash Broad solid state drive portfolio Decades of storage experience NVMe, SAS and SATA Major supplier to 10 of top 10 server & storage vendors 16
17 Thank You! Visit Toshiba at Booth #C04 NVMe and NVMe-oF are trademarks of NVM Express, Inc. Kubernetes is a registered trademark of Linus Torvalds. The OpenStack Word Mark is either registered trademark/service mark or trademark/service mark of the OpenStack Foundation, in the United States and other countries. We are not affiliated with, endorsed or sponsored by the OpenStack Foundation, or the OpenStack community. Lenovo XClarity is a registered trademark of Lenovo. Intel is a registered 2018 Toshiba trademark Memory of Intel America, Corporation. Inc. 17
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