YoVDO

Turbocharging Spark with Samsung SmartSSD Computational Storage Devices

Offered By: Databricks via YouTube

Tags

Apache Spark Courses FPGA Courses Total Cost of Ownership Courses

Course Description

Overview

Discover how to significantly boost Apache Spark performance using Samsung SmartSSD® Computational Storage Devices (CSDs) powered by Xilinx FPGAs in this 30-minute video presentation by Databricks. Learn about the innovative approach developed by Samsung, Xilinx, and Bigstream to seamlessly accelerate the Spark platform, resulting in impressive 2x-8x performance gains without requiring any user code changes. Explore the technical aspects of Bigstream middleware's acceleration method, examine performance results using the TPC-DS benchmark suite, and understand the potential Total Cost of Ownership (TCO) savings for Spark users. Gain insights into the industry surrounding computational storage, SmartSSD use cases, acceleration techniques, and limitations of Spark. Delve into the inner workings of SmartSSDs, their acceleration capabilities, and the partnership ecosystem supporting this technology.

Syllabus

Introduction
Industry around Computational Storage
SmartSSD Use Cases
Acceleration
Limitations of Spark
SmartSSD
Results
How it works
BigStream
SmartSSDs
SmartSSD acceleration
SmartSSD partners
Technical spec


Taught by

Databricks

Related Courses

FPGA computing systems: Partial Dynamic Reconfiguration
Politecnico di Milano via Coursera
FPGA Architecture Based System for Industrial Application
L&T EduTech via Coursera
Digital design with FPGAs
St. Petersburg State Polytechnic University via Coursera
Electrónica Digital Bit a Bit: Diseñando en Verilog para FPGA
Pontificia Universidad Católica de Chile via Coursera
Electrónica Digital Bit a Bit: Fundamentos, Verilog y FPGA
Pontificia Universidad Católica de Chile via Coursera