article thumbnail

Optimize checkpointing in your Amazon Managed Service for Apache Flink applications with buffer debloating and unaligned checkpoints – Part 2

AWS Big Data

We’ve already discussed how checkpoints, when triggered by the job manager, signal all source operators to snapshot their state, which is then broadcasted as a special record called a checkpoint barrier. Then it broadcasts the barrier downstream. However, it continues to process partitions that are behind the barrier.

article thumbnail

Run Trino queries 2.7 times faster with Amazon EMR 6.15.0

AWS Big Data

When you use Trino on Amazon EMR or Athena, you get the latest open source community innovations along with proprietary, AWS developed optimizations. and Athena engine version 2, AWS has been developing query plan and engine behavior optimizations that improve query performance on Trino. Starting from Amazon EMR 6.8.0

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

The Role of Data Analytics in Football Performance

Smart Data Collective

We have talked extensively about the many industries that have been impacted by big data. many of our articles have centered around the role that data analytics and artificial intelligence has played in the financial sector. However, many other industries have also been affected by advances in big data technology.

article thumbnail

The Importance of Data Analytics with IPTV Middleware CMS

Smart Data Collective

It’s your billing system that allows your IPTV/OTT platform to turn a profit, and it’s the source of invaluable user data and statistics. This data includes usage analytics & reports that you can view and analyse in order to optimize your service. Client Reporting.

article thumbnail

Win with AI: Niagara Bottling taps IBM Data Science Elite Team

IBM Big Data Hub

Sreesha Rao, senior manager of IT applications at Niagara Bottling and Seth Dobrin, CDO of IBM Analytics, spoke with Dave Vellante in NYC on the eve of the 13 September taping of the Win with AI digital broadcast about the company’s efforts to save on plastic use by optimizing the settings of its pallet wrappers, machines that wrap an entire pallet (..)

article thumbnail

Seven customer service types that organizations should provide

IBM Big Data Hub

Unlike other communication channels, social media posts are broadcast to the public. This requires organizations to monitor their channels and use tools that create notifications every time their brand is mentioned. That can turn an individual issue into a much larger corporate reputation issue if not immediately addressed.

article thumbnail

Asset lifecycle management strategy: What’s the best approach for your business?

IBM Big Data Hub

Greater alignment across business units: Optimize management processes according to a variety of factors beyond just the condition of a piece of equipment. Radio frequency identifier tags (RFID): RFID tags broadcast information about the asset they’re attached to using radio-frequency signals and Bluetooth technology.