Distributed Data Management (ST 2021) - tele-TASK
Distributed Data Management (ST 2021) - tele-TASK
0+
40+ APD
Global Rank
TOP 1%
Creator:
Dr. Thorsten Papenbrock
- Courses
- Higher Education
- Education
- Human Resources
- HR Management
Become a Verified PARTNER.FM Member:
By joining PARTNER.FM, you become part of a vibrant community of podcasters who are passionate about their craft. As a verified member, you gain access to exclusive benefits and opportunities. Let's set you apart from the rest!
Increase the Visibility of Your Podcast:
Stand out in the crowded podcast landscape! List your podcast on our platform to gain exposure and attract a broader audience. Our dedicated marketing team is here to promote your content, helping you reach new heights.
Get Matched with Brands (It's Free)
Monetize your podcast through brand partnerships. We connect you with relevant brands seeking collaborations, enabling you to showcase your unique voice to their target audience. It's an excellent opportunity to grow your podcast while maintaining authenticity.-
Podcast Promotional Options
-
Partner Up
Guest Interview
-
Partner Up
Sponsored Interview
-
Partner Up
Promotional Codes (alpha)
-
Partner Up
Creative Integration
-
Partner Up
Brand Review
-
Partner Up
Episode Sponsorship
-
Partner Up
Pre Roll Ads
-
Partner Up
Mid Roll Ads
-
Partner Up
Post Roll Ads
Setup ads
Add number of ads you need and set date / price
Setup ads
Add number of ads you need and set date / price
Setup ads
Add number of ads you need and set date / price
Setup ads
Add number of ads you need and set date / price
Setup ads
Add number of ads you need and set date / price
Podcast data
Created By Dr. Thorsten PapenbrockPodcast Status activeStarted 12/04/2021Latest Episode 21/07/2021Release Period EpisodicEpisodes 26Partner Reviews 0Language EnglishFrequency 100Average Length 89 minutes and 16 secondsCountry United StatesGlobal Rank TOP 1%Description
The free lunch is over! Computer systems up until the turn of the century became constantly faster without any particular effort simply because the hardware they were running on increased its clock speed with every new release. This trend has changed and today's CPUs stall at around 3 GHz. The size of modern computer systems in terms of contained transistors (cores in CPUs/GPUs, CPUs/GPUs in compute nodes, compute nodes in clusters), however, still increases constantly. This caused a paradigm shift in writing software: instead of optimizing code for a single thread, applications now need to solve their given tasks in parallel in order to expect noticeable performance gains. Distributed computing, i.e., the distribution of work on (potentially) physically isolated compute nodes is the most extreme method of parallelization. Big data analytics and management are a multi-million dollar markets that grow constantly! The ability to control and utilize large amounts of data is the most valuable ability of today's computer systems. Because data volumes grow so rapidly and with them the complexity of questions they should answer, data analytics, i.e., the ability of extracting any kind of information from the data becomes increasingly difficult. As data analytics systems cannot hope for their hardware getting any faster to cope with performance problems, they need to embrace new software trends that let their performance scale with the still increasing number of processing elements. In this lecture, we take a look at various technologies involved in building distributed, data-intensive systems. We start by discussing fundamental concepts in distributed computing, such das data models, encoding formats, messaging, data replication and partitioning, fault tollerance, and batch- and stream processing. In between, we consider different practical systems from the Big Data Landscape, such as Akka and Spark. In the end, we concentrate on data management aspects, such as distributed database management system architectures and distributed query optimization. -
-
Episodes
-
#608761 - Lecture Summary
3 years ago
-
#608762 - Federated DBMSS
3 years ago
-
#608763 - Stream Processing - Databases and Streams
3 years ago
-
#608764 - Stream Processing
3 years ago
-
#608765 - Exercise 1 Evaluation
3 years ago
-
-
Reviews
- There are no reviews yet
-
Podcasts like this
-
View Podcast
- Training
- Natural Sciences
- Self-Improvement
- Courses
-
View Podcast
- Business
- Entrepreneurship
- Courses
- Education
-
View Podcast
- Courses
- Education
-
View Podcast
- Technology
- Natural Sciences
- Health & Fitness
- Courses
-
