Technology Updates in DI Studio, Reporting and Analytics

Technology Update
Deepak Ramanathan
Asia Pacific - Technology

Copyright © 2011, SAS Institute Inc. All rights reserved.

2


Technology Update?

3


4


5


Data Integration Studio 4.3

6


What’s New in DI Studio 4.3?
 New and Enhanced Access Engines
 Greenplum, Sybase IQ, Aster Data

7


What’s New in DI Studio 4.3?
 New Transformations

• SQL Union
• Easy import of UDFs into expressions
• Optimized Oracle Bulk Loader
• Additional DBMS Expression Builder functions
8


Metadata Search

9


Metadata Search

10


SAS Code Importer

 Support optional Macro expansion
 New “Analyze” only feature
 Detailed summary information
 Collision detection with warnings
 Ex: Library already exists but different path
 Better logging and error checking
 Work tables can be registered as physical tables
 Many more fixes and user requested enhancements

11


SAS Code Importer Enhancements

12


13


And much more!

14


15


What’s New in Reporting
 Enterprise Guide 5.1
 Add in for Microsoft Office 5.1
 Roambi for SAS
 SAS VAE

16


Enterprise Guide – 5.1

17


EG 5.1

18


Add-In for MS Office 5.1 - Outlook
Integration

19


Add-In for MS Office 5.1 - Task Gallery

20


21

22


BI Dashboard 4.3

23


24


SAS Analytics – What’s New
 Enterprise Miner
 Model Manager
 SAS/STAT
 SAS/ETS
 SAS/OR

25


SAS ® Enterprise Miner 7.1

 Data Mining
 Release Objectives
 Application tools
 In-database processing

 Key Features
 Survival data mining for time dependent outcomes
 High performance rate making (claims, severity, and pure premium)
 Support for logistic regression models in LAR/LASSO node
 Optimal binning with constraints for credit score carding
 In-database expansions for statistical transformations and modeling
 Time series data mining tools (Experimental)

26

These materials are proprietary to SAS® and constitute SAS confidential information pursuant to the terms of the confidentiality or nondisclosure agreement in place between you and SAS®

SAS ® Model Manager 3.1

 Data Mining
 Release Objectives
 Deeper support for existing models
 Broader support for additional model types

 Key Features
 Workflow to replace lifecycle templates and enable automated and collaborative model
import, comparison, validation, scoring, monitoring and retraining
 Model retraining in MM
 New report types
 Model management for additional types of models including R models

27


SAS/STAT ® 9.3

 Statistics
 Key Features
 New FMM procedure (experimental) for finite mixture modeling

 Shared frailty models in PHREG

 Expanded capabilities for Bayesian analysis including the addition of a RANDOM
statement and multivariate priors in MCMC

 Production SURVEYPHREG procedure

 New model diagnostics in NLIN

 GRAPH license no longer required for ODS Graphics

28


SAS/ETS ® 9.3

 Forecasting and Econometrics
 Key Features
 New procedure for fitting copula distributions
 New procedure for statespace modeling
 Automatic variable selection for COUNTREG procedure
 Update data engines to support latest releases
 Additional / improved ODS Graphics plots

29


SAS/OR ® 9.3

 Operations Research
 Key Features - Optimization
 New network simplex linear programming algorithm
 Crossover feature for interior-point linear programming solver (experimental)
 Improvements to nonlinear solvers and introduction of a multi-start method for nonlinear
programming
 Performance improvements for mixed integer programming solver
 Key Features - Simulation
 Using data to drive models – empirical distributions, nonhomogeneous Poisson processes
 Improved usability to simplify navigation of large models
 Support for Windows 64 and remote SAS servers
 Automatic input distribution fitting using JMP for Simulation Studio

30


Introducing SAS High-Performance Analytics

 SAS High Performance Analytics has been developed to
solve complex business problems that require
sophisticated high-end analytics and access to big data
 Statistical techniques addressed by the product include:
Correlation analysis, Linear regression and variable selection with
classical and modern methods, Logistic regression, Neural nets,
Linear mixed models, Nonlinear regression and maximum
likelihood, Optimization

31


SAS High-Performance Analytics: Topology
(DRAFT)
Base SAS1

Client Tier SAS/STAT1

SAS High Performance Analytics1

SAS/Access Interface for Teradata or
Greenplum1

SAS Grid Manager2
Appliance

SAS In-Memory Analytics

SAS Embedded Process

Database Storage

Teradata or EMC Greenplum
1 Dependent products, 2 Optional products 32


SAS High-Performance Analytics:
Capabilities
Data Preparation Data Exploration Analytics

• (HP)DS2* • SUMMARY/MEANS • HPLOGISTIC
• SORT • FREQ • HPREG
• RANK • HPLMIXED
• HPFOREST
• HPNEURAL
• HPREDUCE
• HPNLIN

33


Architecture

Submit a program from a SAS client session (eg. HPLOGISTIC)

proc hplogistic data=GPlib.sgf_binary;
class A B C;
model y = a b c x1 x2 x3;
performance details host="green1";
run;

34


Architecture
Master
Request is sent to the appliance
and received by the Master Node

Worker Node 1 Worker Node 2 Worker Node N

35


Architecture
Master


Analytical Computation and data request sent to the worker nodes

36


Architecture
Master


Data request sent to the database, data slice moved into memory
37


Architecture
Master


Analytic Processing with internode communication

38


Architecture
Master


Worker node results returned to the Master Node, finalize
computation
39


Architecture
Root Node


Result returned to the client
40


Much More Being Introduced

41


Call to Action to SAS Jedi Warriors
 Speak to your SAS Representative on Technology
Updates
 Join the SAS Singapore User Community
 SASCommunity.org
 May the Proc be with you!

42


Technology Updates in DI Studio, Reporting and Analytics

Recomendados

Recomendados

Mais conteúdo relacionado

Mais procurados

Mais procurados (19)

Destaque

Destaque (12)

Semelhante a Technology Updates in DI Studio, Reporting and Analytics

Semelhante a Technology Updates in DI Studio, Reporting and Analytics (20)

Último

Último (20)

Technology Updates in DI Studio, Reporting and Analytics

Notas do Editor