This article was originally published on Synnada on August 16, 2023, and is part of our ongoing series on streaming SQL engines and advanced join algorithms. In previous posts, we discussed techniques like Probabilistic Data Structures in Streaming: Count-Min Sketch, General-purpose Stream Joins via Pruning Symmetric Hash Joins, and The…

This article was originally published on Synnada on August 1, 2023 and is part of our ongoing series on streaming SQL engines and advanced join algorithms. In previous posts, we discussed techniques like Probabilistic Data Structures in Streaming: Count-Min Sketch, General-purpose Stream Joins via Pruning Symmetric Hash Joins and Running…

This article was originally published on Synnada on July 13, 2023 and is part of our ongoing series on streaming SQL engines and advanced join algorithms. In previous posts, we discussed techniques like The Sliding Window Hash Join Algorithm: Efficiently Joining Infinite Streams with Order Preservation and General-purpose Stream Joins…

This article was originally published on Synnada on April 5, 2023. The AI/ML landscape is reminiscent of a gold rush, where everyone is vying for a stake in the game. Like any gold rush, it’s not just about discovering gold, but also providing the shovels. In the next phase of…

This article was originally published on Synnada on February 13, 2023. The world of AI and data is undergoing a rapid transformation. The traditional approach of batch data analysis for the purpose of converting insights into actionable models is no longer effective due to two key ongoing shifts: Real-time data…

This article was originally published on Synnada on February 20, 2023 and is part of our ongoing series on streaming SQL engines and advanced join algorithms. In previous posts, we discussed techniques like Probabilistic Data Structures in Streaming: Count-Min Sketch and The Sliding Window Hash Join Algorithm: Efficiently Joining Infinite…