Graph Database and Analytics in a GPU- Accelerated Cloud Offering

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David Roberts
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1 Graph Database and Analytics in a GPU- Accelerated Cloud Offering - Blazegraph Cirrascale Cloud Brad Bebee, CEO, Blazegraph Dave Driggers, Chief Executive and Technical Officer, Cirrascale Corporation

Powers Business with Billion Edge Datasets Information Management Retrieval Cyber Defense

2 Blazegraph Open Source Platform: Proven and in Production 500+ weekly downloads Thousands of active deployments Financial Services Fraud Detection Life Sciences Precision Medicine Powers Business with Billion Edge Datasets Information Management Retrieval Cyber Defense Intelligence Industrial IoT SYSTAP, LLC DBA Blazegraph All Rights Reserved 2

Billions Millions Scale Out (1T+) Journal JVM Embedded Single Server (50B) High Availability (50B) Multi-GPU

3 Scalability Challenge is the Blazegraph Opportunity The Blazegraph Platform Speed & Scale Embedded and Single Server Deployments Enterprise High Availability Enterprise Scale-out Architecture Data Scale (Edges) Trillions Billions Millions Scale Out (1T+) Journal JVM Embedded Single Server (50B) High Availability (50B) Multi-GPU Clusters (100+B) Single GPU (500+M) Fast Speed Fastest SYSTAP, LLC DBA Blazegraph All Rights Reserved 3

5 Exploding Data Volumes Requires New Approach for Relationship Insight Graph databases designed to analyze diverse entities and relationships. Today s datasets have billions of edges and nodes. A (very small) Knowledge Graph SYSTAP, LLC DBA Blazegraph All Rights Reserved 5

The Billion-Edge Graph Challenge: Scaling Up Requires the Right Paradigm and Hardware CPU Cache Access Latencies in

access L3 Cache sequential access L2 Cache in Full Random access L2 Cache in Page Random access L2 Cache sequential

just waits for graph data from main memory... L1 Cache sequential access 4.

6 The Billion-Edge Graph Challenge: Scaling Up Requires the Right Paradigm and Hardware CPU Cache Access Latencies in Clock Cycles Main memory 167 L3 Cache in Full Random access 38 Type of Cache or Memory L3 Cache in Page Random access L3 Cache sequential access L2 Cache in Full Random access L2 Cache in Page Random access L2 Cache sequential access L1 Cache in Full Random access L1 Cache in Page Random access Graph Cache Thrash The CPU just waits for graph data from main memory... L1 Cache sequential access Access Latency Per Clock Cycle SYSTAP, LLC DBA Blazegraph All Rights Reserved 6

API (NSS) Extension points Stored queries for custom application logic on the server.

7 Blazegraph : Embedded and Single Server High performance, Scalable 50B edges/node RDF/SPARQL level query language Efficient Graph Traversal High 9s solution Property graphs Blueprints, gremlin, rextser REST API (NSS) Extension points Stored queries for custom application logic on the server. Custom services & indices Custom functions Vertex-centric programs Embedded Server Journal JVM Standalone Server Journal WAR 7

8 Blazegraph Plug-in for GPU Acceleration Blazegraph Plug-in for GPU Acceleration Solves Graph Cache Thrash NVIDIA Tesla GPU Blazegraph GPU Acceleration Graph DB With familiar graph APIs; x acceleration with almost no code changes. Funded by and co-developed with: SYSTAP, LLC DBA Blazegraph All Rights Reserved 8

Just Add GPUs Testing Shows 200-300x Speed-up LUBM Query #9 U1000 (167,697,263 Edges w/inference) Blazegraph Blazegraph 290X 172,632

9 Just Add GPUs Testing Shows x Speed-up LUBM Query #9 U1000 (167,697,263 Edges w/inference) Blazegraph Blazegraph 290X 172,632 results 53,960ms on Blazegraph CPU 172,632 results 187ms on Blazegraph GPU SYSTAP, LLC DBA Blazegraph All Rights Reserved 9

12 GPU as a Service - Features Dedicated, Bare Metal, Mul?-GPU Deep Learning Cloud. Serves unique market by providing 4, 8, or 16 GPU configs. Only provider with Tesla M40 and TITAN X GPUs op?ons. Physical, dedicated GPUs not virtualized. All GPUs peer-to-peer capable. Flexible weekly and monthly pricing structures. Discounts for long-term rentals. Pre-installed packages for Blazegraph, NVIDIA Digits, and other GPU-accelerated so[ware packages. 12

13 GPU as a Service Pricing Current pricing for several popular options for Cirrascale Cloud Services. Additional options are available. FEATURES 4-GPU SERVER 8-GPU SERVER 16-GPU SERVER Processor Dual E v2 (2.5GHz) Dual E v3 (2.4GHz) Dual E v3 (3.2GHz) RAM 128GB 256GB 512GB Primary Drive 256GB SSD 1TB SSD 1TB SSD Secondary Drive 4TB SATA 4TB SATA 4TB SATA GPU Accelerators 4 NVIDIA TITAN X 8 NVIDIA TITAN X 8 NVIDIA TESLA K80 Peered GPUs 99.99% UpEme Weekly Price $699 / week $1,299 / week $3,049 / week Monthly Price $1,999 / month $3,699 / month $8,799 / month 13

14 GPU as a Service Blazegraph Current pricing for GPUaaS installed on NVIDIA Telsa K80 Dual-GPU Accelerator servers with Blazegraph installed FEATURES Processor RAM Primary Drive Secondary Drive GPU Accelerators 16-GPU SERVER Dual E v3 (3.2GHz) 512GB 1TB SSD 4TB SATA 8 NVIDIA TESLA K80 Peered GPUs 99.99% UpEme Blazegraph Installed and Licensed Weekly Price Monthly Price $3,899 / week $11,199 / month 14

15 Geing Started with GPUaaS TO GET STARTED: Visit hjp://cloud.cirrascale.com/ Click the Sign-Up bujon in the naviga?on bar Fill out your informa?on, preferred system config, desired rental span, and requested start date Submit request Once completed, a Cirrascale account manager will contact you and begin the onboarding process so that you can enjoy your secure, dedicated, bare metal cloud system with Blazegraph installed.

16 Stay in Touch Blazegraph Cirrascale Cloud

Overcoming the Barriers of Graphs on GPUs: Delivering Graph Analy;cs 100X Faster and 40X Cheaper

Overcoming the Barriers of Graphs on GPUs: Delivering Graph Analy;cs 100X Faster and 40X Cheaper November 18, 2015 Super Compu3ng 2015 The Amount of Graph Data is Exploding! Billion+ Edges! 2 Graph Applications