Main topics for this issue: BigData and Machine Learning. Enjoy

News

Drilling down into Stackdriver Service Monitoring - Introduction of Stackdriver Service Monitoring, a new tool for drilling down into to the underlying infrastructure.

Access Google Cloud services, right from IntelliJ IDEA - With the Cloud Tools for IntelliJ plugin, it is now possible to discover APIs, consume them, and test against them locally, all without leaving your IDE.

Istio reaches 1.0: ready for prod - Istio open-source project has reached the 1.0 milestone.

Google is named a leader in the 2018 Gartner Magic Quadrant for Public Cloud Storage Services - Gartner recently named Google as a Leader in the 2018 Gartner Magic Quadrant for Public Cloud Storage Services.

Articles, Tutorials

Insights from Google Next ‘18 - Highlights from Google Next ‘18.

Cloud Next 2018— a whirlwind week at Google’s annual cloud conference - Sharing personal experience from Cloud Next 2018.

Repairing network hardware at scale with SRE principles - Google’s SRE principles to guide developers and operations teams toward better systems reliability.

Launching Neo4j on Google’s Kubernetes Marketplace - Running Cypher in Neo4j inside of a Kubernetes cluster.

Kubernetes: Run A Pod Per Node With Daemon Sets - Running Deamon Set Pod in each node of Kubernetes cluster.

NFS Persistent Volumes with Kubernetes — A Case Study - NFS Persistent Volumes with Kubernetes .

Creating a Dashboard with Stackdriver SLI Monitoring Metrics - Stackdriver dashboard for an app which includes metrics using the Stackdriver SLIs.

How To Configure MySQL Replication Between CloudSQL To CloudSQL - Configure replication between CloudSQL to another CloudSQL.

Performing large-scale mutations in BigQuery - Article explains why DML statement quotas are in place and goes through some approaches for accomplishing large scale mutations without going over DML quotas.

Configure BigQuery ODBC Driver On Linux - How to configure BigQuery ODBC driver on Linux.

Tips for using BigQuery in the enterprise - Tips for using BigQuery in the enterprise.

Hazlecast on Google Cloud Platform part 1 - The process of deploying, securing Hazlecast cluster in to the GCP.

Aggregated Audit Logging with Google Cloud and Python - Aggregating all of logs into Google BigQuery Audit Logs.

Firebase - a way to develop real time applications quickly - Overview on Firebase and things you need to be aware of before choosing Firebase.

5 Principles You Need to Know Before Using Google Cloud Dataprep for Data Preparation - 5 principles important to know before your data preparation with Dataprep.

A review of input streaming connectors for Apache Beam and Apache Spark - Current state of support for input streaming connectors in Apache Beam and Apache Spark.

Building a real time quant trading engine on Google Cloud Dataflow and Apache Beam - Creating data pipeline that analyzes real time stock tick data streamed from Pub/Sub, running them through a pair correlation trading algorithm, and output trading signals onto Pub/Sub for execution.

Scaling Game Simulations with DataFlow - Using Dataflow to run AI agents simulating Tetris game.

TensorFlow GCE Deep Learning Images With Anaconda, HowTo - How to use our custom GCE binaries of TensorFlow within the Anaconda environment.

GCE DeepLearning Images As A Backend For Google Colaboratory - Using GCE images as Colab (Colaboratory Jupyter notebook environment) backend.

Preparing and curating your data for machine learning - List of common guidelines for assessing and preparing data for Machine Learning.

How to do serverless machine learning with scikit-learn on Google Cloud ML Engine - Using scikit-learn on Google Cloud ML Engine.

Deploying scikit-learn models at scale - Getting trained scikit-learn model and deploying it on Cloud ML Engine.

How to SignURL on GCE|GKE|anywhere without a key (locally, that is!) - Learn how to SignURL on GCE/GKE without a key.

How to run gcloud command line using a service account - Run gcloud command line using a service account

Google is Switching to a Self-Driving Data Center Management System - Google’s use of AI to optimize data center efficiency has entered a new phase .

Slides, Videos, Audio

GCP Podcast - #140 Container Security with Maya Kaczorowski. Learn about main pillars of container security.

Kubernetes Podcast - Knative, with Oren Teich.