
Sign up to save your podcasts
Or
The last time we had Manos on the program, we talked about Moore's Law coming to an end. It's important to note that we can't rely on just sheer computing power doubling to be able to meet our ever-increasing demand for data. We must find new and exciting ways to collect and compute large amounts of data. In this episode of Counting Sand, we will dive deep into what does a database actually do? What is at the core of a data system? Most importantly, how can we use new and exciting techniques to free up the CPU's load by algorithmic trickery.
In a time crunch? Check out the time stamps below:
[00:53] - Guest Intro
[01:30] - Intro to data systems
[03:00] - Hardware types
[05:00] - Why is it important to choose the right format
[10:15] - What is column storage, and what the benefits
[16:30] - Injecting the CPU, The hierarchy of memory
[20:00] - Why not just duplicate data
[22:55] - Acid properties
Notable references:
Relational Memory: Native In-Memory Accesses on Rows and Columns
Our Team:
Host: Angelo Kastroulis
Executive Producer: Náture Kastroulis
Producer: Albert Perrotta
Communications Strategist: Albert Perrotta
Audio Engineer: Ryan Thompson
Music: All Things Grow by Oliver Worth
Host: Angelo Kastroulis
Executive Producer: Náture Kastroulis
Producer: Albert Perrotta
Communications Strategist: Albert Perrotta
Video/Audio Engineer: Ryan Thompson
Music: All Things Grow by Oliver Worth
5
2323 ratings
The last time we had Manos on the program, we talked about Moore's Law coming to an end. It's important to note that we can't rely on just sheer computing power doubling to be able to meet our ever-increasing demand for data. We must find new and exciting ways to collect and compute large amounts of data. In this episode of Counting Sand, we will dive deep into what does a database actually do? What is at the core of a data system? Most importantly, how can we use new and exciting techniques to free up the CPU's load by algorithmic trickery.
In a time crunch? Check out the time stamps below:
[00:53] - Guest Intro
[01:30] - Intro to data systems
[03:00] - Hardware types
[05:00] - Why is it important to choose the right format
[10:15] - What is column storage, and what the benefits
[16:30] - Injecting the CPU, The hierarchy of memory
[20:00] - Why not just duplicate data
[22:55] - Acid properties
Notable references:
Relational Memory: Native In-Memory Accesses on Rows and Columns
Our Team:
Host: Angelo Kastroulis
Executive Producer: Náture Kastroulis
Producer: Albert Perrotta
Communications Strategist: Albert Perrotta
Audio Engineer: Ryan Thompson
Music: All Things Grow by Oliver Worth
Host: Angelo Kastroulis
Executive Producer: Náture Kastroulis
Producer: Albert Perrotta
Communications Strategist: Albert Perrotta
Video/Audio Engineer: Ryan Thompson
Music: All Things Grow by Oliver Worth