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Google Expands Its Confidential Computing Portfolio
In a recent blog post, Google announced the expansion of its Confidential Computing Portfolio with the addition of Confidential Google Kubernetes Engine (GKE) Nodes. Furthermore, the public cloud vendor will make Confidential Virtual Machines (VMs) publically available.
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ML Kit Pose Detection Brings Body Movement Tracking to iOS and Android
Initially available under the ML Kit early access program, Pose Detection is now officially part of ML Kit. The library is capable of tracking the human body, including facial landmarks, hands, and feet.
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Google's BigBird Model Improves Natural Language and Genomics Processing
Researchers at Google have developed a new deep-learning model called BigBird that allows Transformer neural networks to process sequences up to 8x longer than previously possible. Networks based on this model achieved new state-of-the-art performance levels on natural-language processing (NLP) and genomics tasks.
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Google Announces a New, More Services-Based Architecture Called Runner V2 to Dataflow
Google Cloud Dataflow is a fully-managed service for executing Apache Beam pipelines within the Google Cloud Platform(GCP). In a recent blog post, Google announced a new, more services-based architecture called Runner v2 to Dataflow – which will include multi-language support for all of its language SDKs.
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eBay Rearchitected Android App to Leverage App Bundles and Dynamic Feature Delivery
eBay engineers worked with Google to rearchitecture and reimplement their mobile app to take advantage of several new technologies, including Android app bundles (AAB) and Kotlin. They also took the chance to improve test automation, Continuous Integration/Continuous Delivery (CI/CD), and overcome global infrastructure limitations.
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Google Announces General Availability of CPU Overcommit for Sole Tenant Nodes
In a recent blog post, Google announced that CPU overcommit for sole-tenant nodes is generally available. With CPU overcommit for sole-tenant nodes, customers can over-provision their dedicated host virtual CPU resources by up to two times.
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Go 1.16 Will Support Register-Based Calling Convention
The Go team is working to implement a minimum viable register-based calling convention in Go 1.16. This change could provide 5-10% throughput improvement, according to the Google Go team, while keeping backward compatibility for code using Go current stack-based calling convention.
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Kotlin 1.4 Brings New Language Features, Improved Compilers and Tools
Kotlin 1.4 focuses on improving performance and tooling. It also contains a number of new language features, including single abstract method (SAM) conversion for interfaces, explicit API mode, and more.
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TensorFlow 2.3 Features Pipeline Bottleneck Reduction and Improved Preprocessing
The TensorFlow project announced the release of version 2.3.0, featuring new mechanisms for reducing input pipeline bottlenecks, Keras layers for pre-processing, and memory profiling.
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Go 1.15 Improves the Go Linker, Small Object Allocation, and More
The latest release of the Go language, Go 1.15, focuses on improving the toolchain, runtime, and core libraries. Besides improving the linker and allocation for small objects, Go 1.15 deprecates X.509 CommonName, supports a new embedded tzdata package, and more.
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Google Meet’s Scaling Challenges during COVID-19
Google wrote about their challenges in scaling Google Meet due to increased usage since the COVID-19 pandemic led to more people using it. The SRE team at Google used their existing incident management framework with modifications to tackle the challenge of increased traffic that started earlier this year.
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Google, Microsoft, GitHub, and Others Join the Open Source Security Foundation
Supported by The Linux Foundation, the Open Source Security Foundation (OpenSSF) aims to create a cross-industry forum for a collaborative effort to improve open source software security. The list of initial members includes Google, Microsoft, GitHub, IBM, Red Hat, and more.
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Google Improves Android App Bundle for Games and Modular Apps
In its latest Android Studio 4.2, currently in Canary, Google has made significant improvements to the Android App Bundle format by introducing Play Asset Delivery (PAD) and dynamic modules resource shrinking.
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AI Conference Recap: Facebook, Google, Microsoft, and Others at ACL 2020
At the recent Annual Meeting of the Association for Computational Linguistics (ACL), research teams from several tech companies, including Facebook, Google, Microsoft, Amazon, and Salesforce presented nearly 200 papers out of a total of 779 on a wide variety of AI topics related to Natural Language Processing (NLP).
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Google Open-Sources AI for Mapping Natural Language to Mobile UI Actions
Google has open-sourced their AI model for converting sequences of natural language instructions to actions in a mobile device UI. The model is based on the Transformer deep-learning architecture and achieves 70% accuracy on a new benchmark dataset created for the project.