Datanami: Big Data, Big Analytics, Big Insights
WEBBig Data news from data intensive computing and analytics to artificial intelligence, both in research and enterprise. From vendor interviews to breaking stories, Datanami brings big data & AI to readers worldwide.
Data Analytics Streamlines Gaming Industry. Here’s How - Datanami
WEBAugust 29, 2019. Data Analytics Streamlines Gaming Industry. Here’s How. Kseniya Yurevich. (sezer66/Shutterstock) In 2018, the video game industry revenue reached a new peak of $43.4 billion, which is 18% more compared to the previous year. This intensely growing sector breeds more complex and sweeping gaming formats, including desktop ...
Data Mesh Vs. Data Fabric: Understanding the Differences
WEBOct 25, 2021 · Data Mesh. While a data mesh aims to solve many of the same problems as a data fabric–namely, the difficulty of managing data in a heterogenous data environment–it tackles the problem in a fundamentally different manner. In short, while the data fabric seeks to build a single, virtual management layer atop distributed data, the data mesh ...
Big Data File Formats Demystified - Datanami
WEBMay 16, 2018 · Luckily for you, the big data community has basically settled on three optimized file formats for use in Hadoop clusters: Optimized Row Columnar (ORC), Avro, and Parquet. While these file formats share some similarities, each of them are unique and bring their own relative advantages and disadvantages. To …
Big Growth Forecasted for Big Data - Datanami
WEBJan 11, 2022 · From 2020 to 2025, IDC forecasts new data creation to grow at a compound annual growth rate (CAGR) of 23%, resulting in approximately 175ZB of data creation by 2025. “The amount of digital data created over the next five years will be greater than twice the amount of data created since the advent of digital storage,” Dave Reinsel, a senior ...
Benchmarking Performance & Cost: GCP vs. AWS. vs. Azure
WEBFeb 12, 2021 · About the Report: The annual Cockroach Labs Cloud Report benchmarks AWS, Azure, and Google against each other, compiling results from over 1,000 microbenchmark tests. The big three are benchmarked on: CPU performance, network throughput and latency, storage read/write performance, and the TPC-C database benchmark. Download this whitepaper.
Pivotal Big Data Suite Introduced - Datanami
WEBSAN FRANCISCO, Calif., Feb. 17 — Pivotal, an open source pioneer, today announced a new release of Pivotal Big Data Suite, the next generation big data solution built to help customers accelerate the value they get from their big data. In an industry first, Pivotal will open source the core components of Pivotal Big Data Suite.
Presto the Future of Open Data Analytics, Foundation Says
WEBJun 28, 2021 · The Presto Foundation was founded in 2019 with four members, including Facebook, Uber, Twitter, and Alibaba. Over time, the group has added additional members, including Ahana, Alluxio, Upsolver, Intel, and Starburst. Intel is interested in participating with the Presto Foundation to help bolster the performance of the SQL engine on industry-standard X64 processors.
Stemming vs Lemmatization in NLP - Datanami
WEBApr 5, 2022 · Stemming does not meet the ultimate goal of NLP because there is nothing natural about the way it often results in non-linguistic or meaningless results. For many use cases where stemming is considered the standard, an alternative method, lemmatization, is a much more effective approach, and can produce results worthy of …
Data Prep Still Dominates Data Scientists’ Time, Survey Finds
WEBJul 6, 2020 · Data scientists spend about 45% of their time on data preparation tasks, including loading and cleaning data, according to a survey of data scientists conducted by Anaconda. The company also analyzed the gap between what data scientists learn as students, and what the enterprises demand. Data cleansing – fixing or discarding anomalous or ...
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