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Data Storage Formats for Big Data Analytics: Performance and Cost Implications of Parquet, Avro, and ORC

DZone

Efficient data processing is crucial for businesses and organizations that rely on big data analytics to make informed decisions. One key factor that significantly affects the performance of data processing is the storage format of the data.

Big Data 278
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What is software automation? Optimize the software lifecycle with intelligent automation

Dynatrace

In what follows, we define software automation as well as software analytics and outline their importance. What is software analytics? This involves big data analytics and applying advanced AI and machine learning techniques, such as causal AI. We also discuss the role of AI for IT operations (AIOps) and more.

Software 246
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Redis vs Memcached in 2024

Scalegrid

Benchmarking Cache Speed Memcached is optimized for high read and write loads, making it highly efficient for rapid data access in a basic key-value store. Advanced Redis Features Showdown Big data center concept, cloud database, server power station of the future. Data transfer technology.

Cache 130
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This week in review: GPUs, Zombies, Biomimicry and Tom Waits.

All Things Distributed

There was an excellent first benchmarking report of the Cluster GPU Instances by the folks at Cycle Computing - " A Couple More Nails in the Coffin of the Private Compute Cluster " The Top500 supercomputer list. Driving down the cost of Big-Data analytics. Introducing the AWS South America (Sao Paulo) Region.

AWS 62
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Data Mining Problems in Retail

Highly Scalable

Although there are many books on data mining in general and its applications to marketing and customer relationship management in particular [BE11, AS14, PR13 etc.], The rest of the article is organized as follows: We first introduce a simple framework that ties together a retailer’s actions, profits and data. Thomas, 2006. Fano, 2002.

Retail 152
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Web Performance Bookshelf

Rigor

Take, for example, The Web Almanac , the golden collection of Big Data combined with the collective intelligence from most of the authors listed below, brilliantly spearheaded by Google’s @rick_viscomi. Designing for Performance. High Performance Responsive Design. Complete Web Monitoring. Speed Up Your Site. Still good.

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40+ Best Web Development Blogs of 2018

KeyCDN

It’s awesome for discovering how grid systems, CSS animation, Big Data, etc all play roles in real-world web design. Whether you want a primer on machine learning, benchmarking, functional programming, developing for the cloud or agile practices, there are articles from reputable contributors that can help you get learning.