AWS Big Data

MAY 1, 2024

As a result, a developer may observe that their AWS Glue jobs are completing without apparent errors, yet the system could be operating far from its optimal efficiency. Another thing that you can use is the summary metrics for each stage. You can detect data skew with data analysis or by using the Spark UI. groupBy("partitionId").count().orderBy(asc("count")).withColumnRenamed("count","partition_size")

Broadcasting 78

Broadcasting Optimization Metrics Interactive 78

Smart Data Collective

JUNE 8, 2023

Today, teams utilize sophisticated tracking systems, video analysis tools, and wearable devices to gather a wide range of performance metrics. In addition to performance metrics, data collection also includes injury and fitness data. However, the advent of advanced technologies and analytics has ushered in a new era of data collection.

Data Analytics 83

Data Analytics Analytics Data Collection Statistics 83

IBM Big Data Hub

MARCH 8, 2024

From driverless cars to smarter cities, farms, and even shopping experiences, the latest standard in wireless networks is poised to transform the way we interact with information, devices and each other. This makes 5G’s Block Error Rate (BER)—a metric of error frequency—much lower. What is 5G?

IoT 109

IoT Broadcasting Internet of Things Technology 109

Smart Data Collective

DECEMBER 18, 2020

Hackers have turned to exploiting website optimization platform Google Analytics to steal credit cards, passwords, IP addresses and a whole host of compromising information that can be shared by hacked sites. The platform is primarily designed to help businesses and site owners to understand how visitors are interacting with their pages.

Analytics 84

Analytics Broadcasting Measurement Data Processing 84

The Unofficial Google Data Science Blog

AUGUST 31, 2016

For framing purposes, Spark’s sweet spot is quickly developing exploratory/interactive analysis and iterative algorithms , e.g., gradient descent and MCMC, whereas Dataflow’s sweet spot is processing streaming data and highly-optimized, robust, fixed pipelines. Spark provides the user with greater flexibility.

Data Science 66

Data Science Sales Optimization Cost-Benefit 66

Smart Data Collective

MAY 31, 2023

Most savvy marketers recognize the importance of using analytics technology to optimize their strategies to get a higher ROI. One example of this trend is by using analytics to measure the engagement of Instagram stories to get customers to interact more frequently. Katie points out that Instagram stories disappear after 24 hours.

Marketing 77

Marketing Data Analytics Analytics Interactive 77