InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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Intel Launch Optane SSD
Intel recently launched their 3D XPoint non-volatile memory (NVM) under the brand name of Optane. The SSD label in some of the branding might imply that it’s a different type of durable storage, but the technology is aimed at applications that would normally use RAM. This marks the beginning of the end of the compromise between in memory and persistent.
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Using Deep Learning Technologies IBM Reaches a New Milestone in Speech Recognition
The research team at IBM recently announced they've reached a new industry record at 5.5%, using the SWITCHBOARD linguistic corpus. This brings us closer to what's considered to be the human error rate, 5.1%. They used deep learning technologies and acoustic models to accomplish this milestone.
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FaunaDB: A New Distributed Database from the Team That Scaled Twitter
Former technical leaders from Twitter and Couchbase have created FaunaDB, a new general-purpose database.
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Netflix Demonstrates Big Data Analytics Infrastructure
At QCon San Francisco, engineers at Netflix discussed their big data strategy and analytics infrastructure. This included a summary of the scale of their data, their S3 data warehouse, and Genie, their big data federated orchestration system.
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Yahoo Open Sources TensorFlowOnSpark
Yahoo open sources TensorFlowOnSpark, allowing Spark-native TensorFlow runtime and integration for distributed training and serving on Spark or Hadoop.
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Conference Recap: Google Cloud Next
Cloud enthusiasts from around the world attended Google Cloud Next to hear an update from the search giant. Three broad themes emerged from the many keynotes and 200+ sessions: service scale and maturity, usable machine learning, and enterprise-friendliness.
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Apache Ranger Graduates to Top-Level Project
Apache Ranger, a security management framework for Apache Hadoop ecosystem, graduated to top level. Ranger is used as a centralized component to define and administer security policies that are enforced across supported Hadoop components such as Apache HBase, Hadoop (HDFS and YARN), Apache Hive, Apache Kafka, Apache Solr, among others.
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TensorFlow 1.0 Released
Google recently announced TensorFlow version 1.0. Python API is now stable and experimental APIs for Java and Go have been added. XLA delivers significant performance increase. Keras can also be integrated with TensorFlow using a build-in module. tf.transform, tf.layers, tf.metrics, and tf.losses all add new features to the framework..
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Q&A with Eric Bottard Regarding Spring Cloud Data Flow for Cloud Foundry
InfoQ's Rags Srinivas caught up with Eric Bottard of Pivotal regarding the latest release of Spring Cloud Data Flow for Cloud Foundry.
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Google Launches Cloud Spanner Public Beta
Google has launched the public beta for Cloud Spanner, its globally distributed relational database service. Part of Google Cloud Platform, it delivers both ACID transactions and high availability, appearing to violate CAP theorem.
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Lightbend Speaks to InfoQ on Their Acquisition of OpsClarity
Nine months after acquiring BoldRadius, Lightbend announced their acquisition of OpsClarity, a company specializing in monitoring reactive applications. InfoQ interviewed Mark Brewer, president and CEO at Lightbend and Alan Ngai, co-founder of OpsClarity and now VP of cloud services at Lightbend to learn more about this new partnership.
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Beam Graduates to Top-Level Apache Project
Beam exits incubation period and graduates to top-level Apache project, Google support and contribution to open source integration for various data processing backends and more.
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Microsoft Makes Cloud-Based Biological Research Tool Open Source
Bio Model Analyzer, a Microsoft cloud-based tool that biologists can use to model cell interactions and communications, is now available as open-source on GitHub. It is used to create computer models that can compare the processes within healthy and diseased cells. Scientists can see the interactions between millions of genes and proteins, speeding up research and treatment of diseases.
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Deep Learning at Gilt
Deep Learning is a rapidly evolving subfield of Machine Learning originating from Neural Networks. Recent algorithmic advances and utilization of GPU parallelization have resulted in Deep Learning based algorithms mastering the game of Go as well as several practical applications. The fashion industry is one of the target sectors for Deep Learning. Gilt is using Deep Learning for real world apps
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Microsoft AirSim, a Simulator for Drones and Robots
Microsoft has developed and open sourced AirSim, a tool that can be used to simulate the flight of drones around the world. The simulator is built on the Unreal Engine and Microsoft will soon add support for robots and other types of vehicles.