Data Governance Principles Accountability in a Cloud Environment In BDaaS, data ownership and accountability may become complex because of the cloud infrastructure and multiple third-party vendors. Clear roles must be …
BDaaS (Big Data As-a-Service) – General Activation Steps
Assessment: Understanding Organizational Needs and Compliance Requirements Begin the BDaaS General Activation process by conducting a thorough assessment of your organization’s specific needs and objectives. Identify the types of data …
BDaaS (Big Data As-a-Service) – Enablement Methodology
Framework Development: Establish a Big Data as a Service (BDaaS) enablement methodology with a comprehensive governance framework that seamlessly integrates BDaaS capabilities into organizational goals and objectives. This involves Compliance …
BDaaS (Big Data As-a-Service) – Challenges & Risks in BDaaS Implementation
Data Security (Big Data As a Service) (Big Data As a Service) One of the core challenges when implementing BDaaS is ensuring the security of centralized data, as this architecture …
BDaaS (Big Data As-a-Service) – Enablement Methodology
BDaaS Enablement Methodology Framework Framework Development: Establish a comprehensive governance framework that seamlessly integrates Big Data as a Service (BDaaS) capabilities with organizational goals and objectives. This involves: Compliance Alignment …
Big Data – Metrics
Metrices for Data Quality Metrics are vital to any management process; they not only quantify activity but can define the variation between what is observed and what is desired. Big …
Big Data – Readiness and Risk Assessment
Big Data Readiness Assessment As with any development project, the implementation of a Big Data or Data Science initiative should align with real business needs. Assess organizational readiness in relation …
Big Data – Visualization Tools
Data Visualization Tools Traditional tools in data visualization have both a data and a graphical component. Advanced visualization and discovery tools use in-memory architecture to allow users to interact with …
Big Data – Cloud Solutions and Statistical Computing
Big Data and Cloud Computing Big Data – Cloud Solutions There are vendors who provide cloud storage and integration for BigData, including analytic capabilities. Based on defined standards, customers load …
Big Data – Distributed File-Based Databases
Hadoop Distributed File System Distributed file system-based solutions technologies, such as the open source Hadoop, are an inexpensive way to store large amounts of data in different formats. Hadoop stores …