# Contributors
<a name="contributors"></a>

The following individuals and organizations contributed to this version of this whitepaper: 
+ Russell Jackson, Senior Specialist Solutions Architect, Analytics, Amazon Web Services 
+  Theo Tolv, Senior Analytics Architect, Amazon Web Services 
+  Gregory Knowles, Senior Solutions Architect, Amazon Web Services 
+ Dhiraj Thakur, Senior Solutions Architect, Amazon Web Services 
+  Alejandra Catalina Abrusci, Solutions Architect, Amazon Web Services 
+  Natasha McCann, Solutions Architect, Amazon Web Services 
+  Indira Balakrishnan, Principal Specialist Solutions Architect, Amazon Web Services 
+  Kalyan Kumar Chembeti, Senior Analytics Specialist Solutions Architect, Amazon Web Services 
+ Pragnesh Shah, Migration and Modernization PSA, Amazon Web Services 
+  Saurabh Agrawal, Solutions Architect, Amazon Web Services 
+ Bruce Ross, Senior Lens Leader, Well-Architected, Amazon Web Services 

The following individuals and organizations contributed to earlier versions of this whitepaper: 
+ Russell Jackson, Senior Specialist Solutions Architect, Analytics, Amazon Web Services 
+ Pragnesh Shah, Migration and Modernization PSA, Amazon Web Services 
+ Raghavarao Sodabathina, Principal Solutions Architect, Amazon Web Services 
+ Indira Balakrishnan, Principal Specialist Solutions Architect, Amazon Web Services 
+ Dhiraj Thakur, Senior Solutions Architect, Amazon Web Services 
+ Manos Samatas, Principal SSA, Analytics, WWPS EMEA, Amazon Web Services 
+ Srikanth Sopirala, Principal US Central Analytics SSA, WWSO, Amazon Web Services 
+ Navneet Srivastava, Principal HCLS DL/A Specialist, AWS BDSI HCLS, Amazon Web Services 
+ Shana Schipers, Specialist Solutions Architect, Analytics, AWS WWSO, Amazon Web Services 
+ Pratik Patel, Enterprise Support Lead (US-Cen), AWS Enterprise Support, Amazon Web Services 
+ Hajer Bouafif, Specialist Solutions Architect, Analytics, Amazon Web Services 
+ Bhasi Mehta, QuickSight SSA, Amazon Web Services 
+ Padmaja Suren, Technical BDM-Cloud Intel & Pricing, WWPS Solution Architecture, Amazon Web Services
+ Srikanth Baheti, Senior Quick Senior Solutions Architect, Amazon Web Services 
+ Raji Sivasubramaniam, Quick Senior Solutions Architect, Amazon Web Services 
+ Wallace Printz, Senior Solutions Architect, Amazon Web Services 
+ Radhika Ravirala, Principal Solutions Architect, Amazon Web Services 
+ Indira Balakrishnan, Senior Specialist Solutions Architect, Amazon Web Services 
+ Juan Yu, Senior Specialist Solutions Architect, Amazon Web Services 
+ Richard Mei, Senior Solutions Architect, Amazon Web Services 
+ Shankar Nivas, Principal Data Architect, Amazon Web Services 
+ Todd McGrath, Senior Specialist Solutions Architect, Amazon Web Services 
+ Padmaja Suren, Senior Specialist Solutions Architect, Amazon Web Services 
+ Harsha Tadiparthi, Principal Specialist Solutions Architect, Amazon Web Services 
+ Muthu Pitchaimani, Analytics Specialist Solutions Architect, Amazon Web Services 
+ David Tucker, Senior Manager of Analytics Solutions Architects, Amazon Web Services 
+ Srikanth Baheti, Senior Quick Senior Solutions Architect, Amazon Web Services 
+ Raji Sivasubramaniam, Quick Senior Solutions Architect, Amazon Web Services