Breaking Search Performance Limits with Domain-Specific Computing
Offered By: OpenSource Connections via YouTube
Course Description
Overview
Explore the cutting-edge solutions to search performance challenges in this conference talk from Haystack US 2023. Dive into the growing demands of advanced search, including exponential data growth, billion-document databases, and resource-intensive queries. Examine the limitations of current cloud computing and general-purpose CPUs in achieving scalable, real-time search with sub-100ms latencies. Discover a revolutionary approach using dedicated chips based on cloud FPGAs, designed specifically for high-throughput, low-latency search workloads. Learn how this technological advancement can potentially deliver search speeds up to 100 times faster at billion-scale, while significantly reducing hardware costs. Gain insights from Ohad Levi, co-founder and CEO of Hyperspace, as he shares his expertise in data, search, and performance optimization, and discusses innovative solutions to break through the limits of real-time search.
Syllabus
Haystack US 2023 - Ohad Levi: Breaking Search Performance Limits with Domain-Specific Computing
Taught by
OpenSource Connections
Related Courses
Creating a Wordcloud using NLP and TF-IDF in PythonCoursera Project Network via Coursera Feature Engineering for NLP in Python
DataCamp Advanced NLP with Python for Machine Learning
LinkedIn Learning Processing Text with Python Essential Training
LinkedIn Learning Processing Text with R Essential Training
LinkedIn Learning