ISG Talks are sponsored by Couchbase.
Calendar of Events
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Lukasz Golab (University of Waterloo): Understanding models and the data they learn from
Lukasz Golab (University of Waterloo): Understanding models and the data they learn from
Lukasz Golab (U. Waterloo) Understanding models and the data they learn from Abstract: The modern world is powered by data. However, as the capabilities of data-intensive systems grow, so does their complexity, making them hard to understand and troubleshoot. I will discuss my lab's efforts towards understanding models and the data they learn from, including […]
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Juncheng Fang: ImmortalChopper: Real-Time and Resilient Distributed Transactions in the Edge-Cloud
Juncheng Fang: ImmortalChopper: Real-Time and Resilient Distributed Transactions in the Edge-Cloud
Abstract: Emerging applications in the areas of real-time Internet of Things (IoT) and edge technologies (such as wearables, and mobile headsets) require fast processing and response times. This motivates the utilization of edge nodes for both processing and storage of data. In settings with a vast number of edge nodes---such as the case of smart […]
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Mohammed Al-Kateb (Amazon Redshift): The Evolution of Amazon Redshift
Mohammed Al-Kateb (Amazon Redshift): The Evolution of Amazon Redshift
Abstract: In this talk, we will discuss the evolution of Amazon Redshift over the past 10 years. We’ll discuss the Amazon Redshift architecture. We’ll dive deep in the lifecycle of executing a query in Amazon Redshift. And we’ll examine how Amazon Redshift continues to maintain a leading price/performance in the market. Bio: Mohammed Alkateb leads […]
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Xinyuan Lin: Data Science Tasks Implemented with Scripts versus GUI-Based Workflows: The Good, the Bad, and the Ugly.
Xinyuan Lin: Data Science Tasks Implemented with Scripts versus GUI-Based Workflows: The Good, the Bad, and the Ugly.
Abstract: As leveraging large-scale data analytics becomes the norm for many applications, platforms for developing these capabilities have become increasingly important. This work compares the benefits and drawbacks of implementing two commonly used data science platform paradigms: code-based scripts and GUI-based workflows. We implement tasks in both paradigms that provide examples of phases in the […]
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