Practical Approaches to Big Data & Analytics: From Infrastructure to

Transcription

1 2014 Cisco and/or its affiliates. All rights reserved. Practical Approaches to Big Data & Analytics: From Infrastructure to Applications Kapil Bakshi Distinguished Architect, Cisco System Digital Government Institute s Government Big Data Conference, Oct. 2014, Washington, DC

2 Agenda THE approach Big Data Analytics Network Edge Analytics Data Virtualization Summary & Wrap up

3 2014 Cisco and/or its affiliates. All rights reserved. Cisco Confidential 3 IoE Changes Everything

4 Big Data and Analytics Approach Network Edge Analytics Network Big Data Analytics in DC or Cloud Data Virtualization

5 Big Data Analytics in Data Center and Cloud

6 Enterprise Data Management with Big Data Operational (OLTP) In-memory analytics Operational (OLTP) ETL MPP EDW BI/Reports Operational (OLTP) Dashboards Web Big Data Machine (Hadoop, etc.) ETL

7 Hadoop Cisco Big Data Analytics Initiatives NoSQL Database No SQL MPP Databases Unstructured Key-Value Store Database Document Database Massively Parallel Processing; RDBMS for EDW Apache Opens Source Project Manage and Process Massive Amounts of Data

8 Cisco Big Data Common Platform (CPA) is a highly scalable architecture designed to meet variety of scale-out application demands Building Blocks Building Blocks for Big Data Provisioning UCS Manager UCS 6200 Series Fabric Internments: High speed connectivity and management, integration with enterprise application on blades Growth Monitoring UCSM provides: Speed Consistency Simplicity Visibility Maintenance Nexus 2232 Fabric Extenders: Scalability at lower cost LAN, SAN, Management UCS 240 Servers: Compute, 240 storagem3 Servers

9 Cisco UCS Big Data Common Platform Architecture: Highly Scalable Architecture to Meet Variety of Scale-Out Applications 6200 Series FIs and 2232 Series FEX 16 x C240M3 SFF (Performance) or 16 x C240M3 LFF (Capacity)

10 Big Data Analytics and Enterprise Applications

11 Edge Analytics in the Network

12 Network Edge Analytics At the Edge of Network Central DC/Cloud Network Edge Analytics Remote Sites Branch Offices Low BW High Latency site Customer Needs Computing proximity for IoE Comprehensive remote management at global scale Small footprint: space/power/cooling Consistent configuration and policy enforcement Hardware separation (compliance / security)

13 Network Edge Computing Platform UCS Mini Edge-Scale Computing UCS Mini Core Big Data Workloads Enterprise Capability at Edge Scale Connect up to 7 C- Series rack servers for expanded capacity New architectural entry point for IoE and Network Edge Analytics UCS Mini : Compute Solid-state Networking UCS Manager Unified Computing in 6U Chassis-Integrated Fabric Interconnects UCS Manager Standard UCS Blades / Fans / Power Supplies UCS Mini

14 Data Virtualization

15 What is Cisco Data Virtualization? Agile data integration software that makes it easy to access all your data, no matter where it s managed, and query it across the network as if it were in a single place.

16 How Data Virtualization Works Example Scenario 1 I need to build BI/Analytics application that looks like this 2 So the data needs to look like this 3 But the data comes from these sources, in these formats

17 Cisco Data Virtualization Suite Business Intelligence Customer Experience Management Governance, Risk & Compliance Human Capital Management Mergers & Acquisitions Single View of Enterprise Data Supply Chain Management Analytics Development Environment Discovery Cisco Data Virtualization Suite Runtime Server Environment Management Environment Manager Studio Cisco Information Server Monitor Adapters Active Cluster XML Packaged Apps RDBMS Excel Files Data Warehouse OLAP Cubes Hadoop / Big Data XML Docs Flat Files Web Services

18 Data Virtualization: Big Data Warehouse Expansion Big Data Warehouse Expansion Solution Data Virtualization Data Warehouse + Data Warehouse UCS UCS UCS Big Data

19 Big Data and Analytics Approach Network Edge Analytics Network Big Data Analytics in DC or Cloud Data Virtualization

20 Thank you Cisco and/or its affiliates. All rights reserved. Cisco Confidential