The "streaming systems" book answers your question and more: https://www.oreilly.com/library/view/streaming-systems/9781491983867/. It gives you a history of how batch processing started with MapReduce, and how attempts at scaling by moving towards streaming systems gave us all the subsequent frameworks (Spark, Beam, etc.). As for the framework called MapReduce, it isn't used much, but its descendant... - Source: Hacker News / 5 months ago

Apache Beam is one of many tools that you can use. Source: 6 months ago

Apache Beam: Streaming framework which can be run on several runner such as Apache Flink and GCP Dataflow. - Source: dev.to / over 1 year ago

Apache Beam: Batch/streaming data processing 🔗Link. - Source: dev.to / almost 2 years ago

What you are looking for is Dataflow. It can be a bit tricky to wrap your head around at first, but I highly suggest leaning into this technology for most of your data engineering needs. It's based on the open source Apache Beam framework that originated at Google. We use an internal version of this system at Google for virtually all of our pipeline tasks, from a few GB, to Exabyte scale systems -- it can do it all. Source: almost 2 years ago

I can't access anymore the pushbullet.com from my computer. I tried with chrome, firefox. Source: 12 months ago

Ah I see. Opening a tab isn't a problem, it's just that it opens pushbullet.com instead of https://www.pushbullet.com/#devices to see the text directly. I came up with a workaround with the "Redirector" extension that replaces the url. Source: 12 months ago

Same issue. I have uninstalled (Revo) and installed 5 times and still can't get Pushbullet to work. Now it seems I have to got to pushbullet.com to read and send SMS, instead of doing it local on my PC with Windows 10. Seems to have happened in last 2 days. I can use it via internet access, but what happened to local functionality??? Source: about 1 year ago

I go to the pushbullet.com web site and they are all there as they should be. Source: over 1 year ago

Further when I go to pushbullet.com it doesn't show my recent devices. Although it does show it to me over the pushbullet icon in the toolbar. There are large gaps in my push history on pushbullet.com. Source: about 2 years ago