InfoQ Homepage Database Content on InfoQ
-
Petastorm: A Light-Weight Approach to Building ML Pipelines
Yevgeni Litvin describes how Petastorm facilitates tighter integration between Big Data and Deep Learning worlds, simplifies data management and data pipelines, and speeds up model experimentation.
/presentations/petastorm-ml-pipelines/en/mediumimage/Yevgeni-Litvin-m-1560415871968.jpg)
-
Choosing Kubernetes: Managing Risk in Cloud Infrastructure
Ben Butler-Cole talks about Neo4j’s use of Kubernetes as a foundation for their stateful service: why they chose it and how they handled the risks associated with that choice.
/presentations/neo4j-kubernetes/en/mediumimage/Ben-Butler-m-1560158760403.jpg)
-
Applying Deep Learning to Airbnb Search
Malay Haldar discusses the work done in applying neural networks at Airbnb to improve the search beyond the results obtained with ML.
/presentations/dl-airbnb/en/mediumimage/Malay-Haldar-m-1559954725887.jpg)
-
People You May Know: Fast Recommendations over Massive Data
Sumit Rangwala and Felix GV present the evolution of PYMK’s architecture, focusing on Gaia, a real-time graph computing capability, and Venice, an online feature store with scoring capability.
/presentations/recommendation-massive-data/en/mediumimage/recommendation-massive-data-m-1559954226481.jpg)
-
Life of a Distributed Graph Database Query
Teon Banek describes the life of a query in Memgraph following the process from reading a query as a character string, through planning and distributed execution of query operations.
/presentations/graph-query-distributed-execution/en/mediumimage/Teonbig-1558927784336.JPG)
-
Productionizing H2O Models with Apache Spark
Jakub Hava demonstrates the creation of pipelines integrating H2O machine learning models and their deployments using Scala or Python.
/presentations/h2o-model-spark/en/mediumimage/Jacbig-1557538121108.JPG)
-
YugaByte DB - A Planet-Scale Database for Low Latency Transactional Apps
Amey Banarse and Karthik Ranganathan introduce and demo YugaByte DB, a large scale DB, highlighting distributed transactions with global consistency.
/presentations/yugabytedb/en/mediumimage/Ambig-1556751276232.JPG)
-
Winning Ways for Your Visualization Plays
Mark Grundland explores practical techniques for information visualization design to take better account of the fundamental limitations of visual perception.
/presentations/information-visualization-techniques/en/mediumimage/Markbig-1555377131663.JPG)
-
Fast and Furious: Searching in a Distributed World with Highly Available Spring Data Redis
Julien Ruaux discusses the Redis Enterprise architecture and demos Redis clusters, builds three microservices, performs full-text searches, and views the results using Spring Boot Web and Angular.
/presentations/redis-enterprise-spring/en/mediumimage/Julbig-1552612967794.JPG)
-
Next Generation MongoDB: Sessions, Streams, Transactions
Christoph Strobl, Jeff Yemin discuss some of the features in latest MongoDB versions: sessions, change streams, retriable writes, reactive access and transactions.
/presentations/mongodb-sessions-streams-transactions/en/mediumimage/Doibig-1551659041352.JPG)
-
Enterprise Systems Built with Microservices are Designed to Expect Failures, But Then What? How Do We Handle Failures?
Dalia Borker explores the use of caching frameworks to improve resilience and performance in enterprise microservices systems with Redis, Pivotal Cloud Cache, and Hazelcast.
/presentations/failure-cache-redis-pcc-hazelcast/en/mediumimage/Dalbig-1551324221880.JPG)
-
Achieving High Throughput with Reliability in Transactional Systems
Kiran Minnasandram, Raju Myadam discuss architecting and designing a high performance throughput & data processing transactional system, and real-time access to a large data set via APIs.
/presentations/architecting-transactional-system/en/mediumimage/Kirbig-1551320030797.JPG)