IS infrastructure cloud computing 2
Big Data Companies
- Google (Big Data and Cloud Services) (SAAS, PAAS, IAAS) • Facebook • Media and Entertainment (WBD, Disney, NBC Universal) • Insurance Industries • Healthcare Industries • Retailers
It based o the 5 V's
1.Volume - BIG Data 2.Velocity - how fast we can gather the data we need - it is incredibly important to have real-time data at any time to make better business decisions faster. 3.Variety - understanding the different types of data collected 4.Veracity- Check the quality and creditability of the data 5.Value - benefits to your business
IaaS (Infrastructure as a Service)
Hosting of a bare server computer, data storage, network, and virtualization by a vendor.
Software as a Service SaaS
Hosting of an application programs and databases by a vendor based on subscription. Users can access and use the software via web browser
What is big data?
Huge amounts of data are created by users daily Creates a digital footprint Needs methods for handling different types of data Data is used to improve customer experience and increase revenue and identify new business opportunities Constantly changing makes decision-making faster and solving problems more efficiently
Platform as a Service (PaaS)
Offering a complete development and deployment enviroment for applications, development tools
Private Cloud
Private Cloud Infrastructure is dedicated to a single organization, providing greater control, security and customization options. Private Clouds can be hosted on premises or by 3rd party providers with specific requirements
Cloud Service Models
SaaS, PaaS, IaaS
Cloud Service Vendors
amazon web service google cloud kamatera performance cloud salesforce
Hybrid Cloud
combination fo both public and private cloud environments so oranizatins can leverage the benefits of both
salesforce survey forecast
computing offers Cloud solutions for Customer Relationship Management (CRM)
cloud computing
means storing and accessing data and programs over the internet instead of your computer hard drive
cloud
methaphore to internet Benefits: - scalability -flexibility - cost efficiency - ease of management
Kamatera Performance Cloud
offers a range of flexible Cloud infrastructure services including Cloud servers, Cloud block storage, private Cloud network, Cloud firewall, and fully managed Cloud
Google Cloud
offers a suite of modular Cloud computing services including data storage, data analytics, computing, and machine learning
Amazon Web Services (AWS)
offers a. broad set of global cloud based products
Public Cloud
provided by 3rd party providers and are accessible to lmultiple orgnization over the internet
Benefits of big Data and Cloud
• Avoid the hardware problems with Big Data • Helps with big data analysis • Data Protection • Flexibility • Disaster Recovery
Compliance
• Data Governance - understanding the legal and regulatory requirements regarding data storage, processing, and transmission when using the cloud. • Audit and Compliance Reporting - complete audits to ensure adherence to security and standards • Data Residency and Sovereignty - understand where data is stored and ensure it complies with regional data residency and sovereignty requirements • Service Level Agreements (SLAs) - an agreement between cloud provider and organization to maintain a secure and compliant environment
Cloud Security
• Data Protection - implement various security measures to protect data in transit and at rest. • Identity and Access Management (IAM) - ensure only authorized individual can access cloud resources. (Duo Mobile) • Network Security - Network infrastructure is managed to avoid attacks • Incident Response and Monitoring
Best Practices for cloud security
• Encryption • Regular Security Assessments • Data Backup and Disaster Recovery • Employee Training and Awareness
challenges with big data
• Physical Storage Space • Privacy and security concerns • Logical Structuring of Data • Data Quality challenges • Data Scaling
