Streaming data is data that is generated continuously by thousands of data sources, which typically send in the data records simultaneously, and in small sizes order of Kilobytes. Streaming data includes a wide variety of data such as log files generated by customers using your mobile or web applications, ecommerce purchases, in-game player activity, information from social networks, financial trading floors, or geospatial services, and telemetry from connected devices or instrumentation in data centers. This data needs to be processed sequentially and incrementally on a record-by-record basis or over sliding time windows, and used for a wide variety of analytics including correlations, aggregations, filtering, and sampling. For example, businesses can track changes in public sentiment on their brands and products by continuously analyzing social media streams, and respond in a timely fashion as the necessity arises. Streaming data processing is beneficial in most scenarios where new, dynamic data is generated on a continual basis.
What is streaming data?
• Music streaming market share | Statista
A study from US multiplay telco Verizon on how Americans have adapted to life one year into the pandemic, and what they think it will look like a year in the future, suggests permanent lifestyle changes in the workplace, a sustained larger appetite for streamed content, a comeback for phone calls, and a more equal mix of online and in-person shopping as the new norm. As companies shifted from in-office to work-from-home, many have invested significant resources into technology to ensure the continued operations of their business. Survey data suggests that many employees who have acclimatised to remote work are not in a rush to go back to an office full-time. In fact, half agree that they would consider changing jobs to continue remote or hybrid work. This shift in worker preference has one major implication: the reliability of networks is even more important today and going forward as workers are increasingly able to work from places other than home. Today, traffic on major streaming sites is currently 21 per cent above pre-pandemic levels according to Verizon network data, supporting the finding that the nation has a larger appetite for streaming.
AMC Networks’ “Boutique” Streaming Plan: Don’t Try to Compete With Netflix
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