ibm cloud pak for data
Post on 11-Nov-2021
3 Views
Preview:
TRANSCRIPT
Forrester Wave LeaderEnterprise Insight Platform Q1 2019
IBM Cloud Pak for DataLet’s simplify your information architecture and put your data to work
Don’t be burdened by your data.
IBM Cloud Pak for Data is the platform to unify and simplify the collection, organization and analysis of data. Enterprises can turn data into insights through an integrated cloud-native architecture. IBM Cloud Pak for Data is extensible, easily customized to unique client data and AI landscapes through an integrated catalog of IBM, open source and third-party microservices add-ons.
2Cloud Pak for Data
It’s becoming more challenging and complex to establish data-driven practices – and data-driven practices are necessary.
In short:
Every company must be data driven in today’s ecosystem.
In the data explosion era the globe is now creating 2.5 quintillion bytes of data every day (link).
When it comes to leveraging data though, on average roughly 70% of data produced within an enterprise goes completely unused (link).
Leading 79.4% of executives fearful of disruption by data-driven startups or companies and only 7.3% confident in their future data strategy (link).
1. A majority of enterprises have some presence of now legacy systems making it difficult to connect and utilize all data sources.
2. Industries are dealing with stronger regulatory constraints to protect data.
3. Digital transformation has forced enterprises to strategically think differently than they have in the past.
4. Highly paid data teams are spending 50-80% of their time (multiple sources) simply finding, preparing, and governing data sets before any business insights work can begin. Growth in team working silos and work complexity also contribute to inefficiency.
5. A primary reason why 97.2% of executives say they’re building or launching Big Data and AI initiatives is that within the past decade nearly three-quarters of Fortune 1,000 companies have been replaced (link). Many face threats from firms who have achieved expert levels of operating as data driven companies; rather than using data and AI to cut costs or grow their business they are reshaping entire industries.
Enterprises aren’t leveraging the data we create.
There isno AIwithout IA
Let’s start by understanding the
situation
3Cloud Pak for Data
The Challenge
The Factors
A cohesive modern data strategy is necessary to achieve modern AI and analytics results.Our approach is based on three key take-aways: data fuels digital transformation, AI unlocks the value of data, and hybrid cloud democratizes data. These guide our over-arching strategy for achieving real business value from data and AI.
The Journey to AI
InfuseOperationalize AI with trust and transparency
AnalyzeScale insights with AI everywhere
OrganizeCreate a trusted analytics foundation
CollectMake data simple and accessible
The Future of AI is FlexibleIt all starts with a hybrid multi-cloud approach.
Keep your head above the clouds
4Cloud Pak for Data
Our Approach
“Simplify your information architectureand put your data to work”
Find, connect to, govern, and leverage your data across multiple sources without needing to move or replicate.
Automate mundane and repeatable tasks like cleaning, matching, and creating metadata to reduce data prep time by 80%.
Leverage deployment flexibility throughout any Cloud, Hybrid Cloud or Private Cloud — environment and provider — with Red Hat OpenShift.
Eliminate working silos with a single unified experience allowing all data users to collaborate and connect to multiple analytics applications and models.
Centralize team workflow and operations management with an ecosystem of 45+ integrated services.
Enable your highly skilled and paid data teams to spend more of their time on business value generating innovations in big data and analytics.
What we mean by
How to simplify your information architecture “IA”
How to get data working for you
5Cloud Pak for Data
Infrastructure Layer
Kubernetes Layer
Platform Interface Layer
Services Layer
On Premise
Avoid lock-in and leverage all cloud infrastructures with our multi-cloud approach.
Leverage the leading hybrid cloud, enterprise container platform for an innovative and fast deployment strategy.
5. Any Cloud
4.
With a click, access and deploy an ecosystem of 45+ analytics services and templates from IBM and third parties. More on page 8
1. Services Ecosystem
Quickly and easily query across multiple data sources without moving your data. More on page 7
2. Data Virtualization
Complete yet simple.
Speed time-to-value with a single user experience that integrates data management, data governance and analysis for greater efficiency and improved use of resources.
3. Platform Interface
High level view
Explore how we’ve constructed the Forrester Wave’s Leading enterprise insights platform.
6Cloud Pak for Data
The Platform
Integrate your data and teams without overhauling existing infrastructure.
Read the report
Data warehouses and data marts
Relational databases No SQL
Spreadsheets and text files
Big data, Hadoop ecosystem
Data Virtualization and Caching Layer
A unified data asset catalog, lineage and provenance
Access control and security policies
Data silos tend to retain potential insights far from view. This bottleneck leaves the tedious task of searching through, moving and governing data resources to highly paid and skilled data teams. Often, such work can take 80 percent of the time dedicated to a single initiative.
Data virtualization connects data silos as if they were a single data set on your desktop. The process performs analytics queries on the servers where data lives, and then returns the results to the original application.
No data is copied, it exists only at the source.
7Cloud Pak for Data
Remove Data Silos
Collect
Premium Add-ons, Accelerators or Existing License Trade-ups
Cloud Pak for DataBase Capabilities
à la carteLet the integrated end-to-end analytics services grow and scale with you on your journey to AI. Deployment is easy and premium add-ons have flexible licensing models. Explore the capabilities that are ready at your fingertips.
Additional licensing
Data Virtualization•Query Anything, Anywhere (virtualized data across multiple sources) •Auto-discovery of data source & metadata with built-in governance •Distributed Parallel Processing
Db2 Warehouse•In-memory optimized columnar engine •SQL, Spatial, XML, and JSON support •Scales to peta-bytes, portable and compatible with multiple DBs
Db2 AESEDb2 Advanced Enterprise Server Edition is suitable for transactional, warehouse, and mixed workloads
PostgreSQLOpen source object-relational database designed for developers
StreamsDevelop and run applications that process in-flight data with the IBM Streams add-on. IBM Streams enables continuous and fast analysis of massive volumes of moving data to help improve the speed of business insight and decision making.
Db2 Event StoreMemory-optimized database designed to rapidly ingest and analyze streamed data for event-driven applications
MongoDBA cross-platform document-oriented database program.
Analyze & Infuse on next page
OrganizeData DiscoveryIncludes services from Information Analyzer•Default Quality Rules •Quality Score •Ability to Sample Data •Create Connections •Assign Terms, Rules •Auto Term Assignment •Review, Approval Process
Data IntegrationIncludes services from DFD & Datastage•Create, Update, Delete Jobs •Create, Update, Delete Connections •Compile Jobs •Job Logs
Data CatalogIncludes services from Information Governance Catalog & Watson Knowledge Catalog•Import Business Terms (UI) •Create Policies & Rules •Import Policies & Rules (UI) •Asset Explorer •Search Assets •Graph Explorer •Comments, Ratings
Infosphere Information Regulatory AcceleratorDesigned to reduce costs and complexity by: Extracting selected key terms, available definitions, policy and controls from the regulatory taxonomy using Machine Learning, thereby reducing the manual effort involved in this process.Infosphere DataStage Edition
An ETL tool and part of the IBM Information Platforms Solutions suite and IBM InfoSphere
Watson Knowledge Catalog ProA data catalog that is tightly integrated with an enterprise data governance platform.
8Cloud Pak for Data
Integrated Services Menu
Analyze
Infuse
Watson Studio•Environments (Jupyter, RStudio, Zeppelin, etc.) •Scripting & Job Automation •Machine Learning Frameworks & Spark •Image & Packet Management •Model Management & Deployment •Git Version Control
Cognos DashboardIntegrates reporting, modeling, analysis, exploration, dashboards, stories, and event management so you can understand your organization's data, and make effective business decisions.
Watson API Kit•Watson Knowledge Studio •Natural Language Understanding •Speech to Text •Text to Speech
Watson AssistantBuilding conversational interfaces into any application, device or channel
Watson OpenScaleOpen platform to operate and automate AI across its lifecycle
Cognos AnalyticsBusiness intelligence and analytics solution that makes it easy to visualize, analyze and share insights about your business
Watson Discovery•Watson Knowledge Studio •Watson Explorer •Watson Discovery
Watson Studio Premium•SPSS Modeler, Data Refinery •Decision Optimization •Model Builder (AutoML) •Hadoop Services for SPSS / Notebook, SPSS SQL Pushback •WML Advanced Training (batch training, HPO, Distributed Deep Learning) •Continuous Learning Services
Ask your IBM representative about ways to get started with Cloud Pak for Data today.
EnterpriseEdition
Supported on any cloud provider
Cloud Native Edition
Cloud Pak for Data System
Supported on any cloud provider
Software + Hardware; optimized and tested hyper-converged system
9Cloud Pak for Data
IBM, the IBM logo, ibm.com, and IBM Cloud are trademarks of International Business Machines Corp., registered in many jurisdictions worldwide. Other product and service names might be trademarks of IBM or other companies. A current list of IBM trademarks is available on the Web at “Copyright and trademark information” at www.ibm.com/legal/copytrade.shtml.
© Copyright IBM Corporation 2019
IBM CorporationNew Orchard RoadArmonk, NY 10504
Created by Carson MastersonWorldwide Cloud Pak for Data sales leadershipSeptember 26, 2019
Cloud Pak for Data
top related