democratizing fast analytics - ivalley innovation center ampool-fintech.pdf · democratizing fast...
TRANSCRIPT
Milind Bhandarkar, CEO Ampool
Democratizing Fast Analytics
@iValleyIC #FinTechTalk
http://ivalley.co
@techmilind, @AmpoolIO http://ampool.io
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Source: https://www.cbinsights.com/blog/disrupting-banking-fintech-startups/ November 2015
Technology Shifts Massively Parallel Processing
Vectorization
GPUs
Ultra-High Speed Networking
RDMA Over Converged Ethernet
NVMe Flash
Storage Class Memory
NVDIMMS, 3D-XPOINT, 3D-NAND
On-Demand Scale Out Infrastructure
Distributed Computing Frameworks
Containers & Unikernels
Microservices
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Data LakesFirst Gather All DataTransactional Data from Business Applications
User Behavior Data from Interactive Applications
Social Media Data, Location Data
Public Datasets, Third-Party Data
Then, Magic Happens … ?
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73%Planning, Implementing, or
Expanding the use of Real-Time Data Platforms
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Source: Forrester Global Business Technographics Data And Analytics Online Survey, 2015