Network Analytics on SAS Viya
Generally, there are several analytical techniques available to solve a Performance management anomalies detection problem. The Data Scientist often needs to iterate over those techniques to find the best solution. SAS Viya allows a data scientist to iterate and fail fast is necessary to shorten the model development phase and to simplify the model operationalization process. For the anomaly detection task, we implemented on SAS Viya two techniques: > Machine Learning for time series data > Time series analysis For real time anomalies detection with no historical date we use SAS Event Stream Processing (SAS ESP engine). SAS® Viya® is an AI, analytic and data management platform that runs on a modern, scalable architecture. Use proven AI to operationalize insights so you can find and act on hidden opportunities before the competition. Balance costs and agility with a cloud-native platform and built-in automation that enables you to strengthen your operations. Get results in seconds – not hours – with massively parallel processing. Built-in governance makes your decisions repeatable, explainable, transparent and trustworthy – no matter the scale of your data, users and workloads. Empower everyone to make faster, better decisions by democratizing data and analytics. Unify disparate technologies, skill sets and processes with end-to-end capabilities powered by automated AI.
All mandatory Open APIs certified
Prototype Component Conformance
Full coverage
Partial coverage
No coverage
API Management
Enterprise Integration
Event Management
Channel Management
Content Management
Experience Mgt Strategy & Planning
Navigation Management
Agreement Management
Bill Generation Management
Billing Account Management
Billing Inquiries Management
Debt Collection Management
Digital Identity Management
Document Management
Lead & Opportunity Management
Marketing Communications
Party Interaction Management
Party Management
Party Privacy Management
Party Problem Management
Party Roles Permissions Mgt
Payment Management
Sales Strategy & Planning
Bill Calculation
Commission Management
Product Assurance Management
Product Catalog Management
Product Configurator
Product Inventory
Product Order Capture & Validation
Product Order Delivery Orch & Mgt
Product Test Management
Product Usage Management
Purchase Management
IT and Network Infrastructure Management
Location Management
Resource Capability Delivery
Resource Catalog Management
Resource Configuration and Activation
Resource Discovery and Reconciliation
Resource Inventory
Resource Order Management
Resource Test Management
Resource Usage Management
Service Balance Management
Service Catalog Management
Service Inventory
Service Order Management
Service Qualification Management
Service Quality Management
Service Test Management
Service Usage Management
Strategic Resource Planning
Supply Chain Management
Work Order Management
Workforce Management
Accounting Management
Anomaly Management
Campaign Management
Experience Insight Management
Knowledge Management
Product / Sales Performance Management
Recommendation Management
Resource Performance Mgt
Service Performance Mgt
