--------------------------------------------------------------- {{ range $zone := .Zones }} Kris Nova Over engineering the core of Kubernetes kops Kris Nova About Me Kris Nova “I work in the cloud. ClusterName }}: vpc: vpc/{{ ClusterName }} dhcpOptions: dhcpOptions/{{ ClusterName }} {{ end }} Over Engineering Go in Kubernetes # --------------------------------------------------------------- --------------------------------------------------------------- {{ range $zone := .Zones }} So what did we over engineer? ? ? ? Kubernetes Kops Kubernetes Operations Kubernetes Kops Kubernetes Operations

Optimal Canary Deployments using Istio and how it scores over Spring Cloud and Kubernetes Presented by Archna Gupta What is a Canary Release or Deployment? • A canary deployment, or canary release

5B citizens via connected devices; ever-growing digital datasets that have been in the making for over three decades; breakthrough large language models (LLMs) that – in effect – found freedom with the 7 8 Outline10 Technology Compounding = Numbers Behind The Momentum11 Technology Compounding Over Thousand-Plus Years = Better + Faster + Cheaper → More… Note: Chart expressed in trillions of real Flight Synthetic Fertilizer Transistors PCs Internet Smartphones Cloud12 …Technology Compounding Over Fifty-Plus Years = Better + Faster + Cheaper → More Note: PC units as of 2000. Desktop internet users

with a highly skilled international team, two successful Kickstarter campaigns and over 150,000 students from over 200 countries. Yet the spirit remains the same. To give people the same feeling of world.setBounds(0, 0, 1920, 1920); The background will be the stars sprite again, repeated over and over, for which we can create a TileSprite: 1 this.background = this.game.add.tileSprite(0, 0, Define the hitAsteroid() method where we play an explosion sound, destroy the ship and go to game over: 1 hitAsteroid: function(player, asteroid) { 2 //play explosion sound Zenva Academy – Online

throughput over FP32 arithmetic. APEX AMP is included to support models that currently rely on it, but torch.cuda.amp is the future-proof alternative and offers a number of advantages over APEX AMP. is tested against each NGC monthly container release to ensure consistent accuracy and performance over time. ‣ ResNeXt101-32x4d model: This model was introduced in the Aggregated Residual Transformations throughput over FP32 arithmetic. APEX AMP is included to support models that currently rely on it, but torch.cuda.amp is the future-proof alternative and offers a number of advantages over APEX AMP.

For even more control over initializing your database, see the next section, Dynamically defining a database. 1.5.7 Dynamically defining a database For even more control over how your database is defined/initialized executed by calling execute() on a query constructed using the query-builder APIs (or by simply iterating over a query object in the case of a Select query). For cases where you wish to execute SQL directly, you ignoring the results. db.execute_sql("ATTACH DATABASE ':memory:' AS cache;") # Example of iterating over the results of a query using the cursor. cursor = db.execute_sql('SELECT * FROM users WHERE status

user='postgres') For even more control over initializing your database, see the next section, Dynamically defining a database. Dynamically defining a database For even more control over how your database is defined/initialized executed by calling execute() on a query constructed using the query-builder APIs (or by simply iterating over a query object in the case of a Select query). For cases where you wish to execute SQL directly, you ignoring the results. db.execute_sql("ATTACH DATABASE ':memory:' AS cache;") # Example of iterating over the results of a query using the cursor. cursor = db.execute_sql('SELECT * FROM users WHERE status

2013-01-04 0.193225 2013-01-05 0.110977 Freq: D, dtype: float64] You can pass iterator=True to iterator over the unpacked results In [124]: for o in pd.read_msgpack(’foo.msg’,iterator=True): .....: print o value parameter is a list or tuple. • Series.str now supports iteration (GH3638). You can iterate over the individual elements of each string in the Series. Each iteration yields yields a Series with either grouped_hist (GH4089) • Fixed bug in DataFrame.replace where a nested dict wasn’t being iterated over when regex=False (GH4115) • Fixed bug in the parsing of microseconds when using the format argument

opportunities did not match the company's capabilities and the market realities of the time. This over-extension resulted in restarting NaN with new investor funding and a smaller company in April 2001 performance issues addressed. 2.46 -- May 2008: The Peach release was the result of a huge effort of over 70 developers providing enhancements to provide hair and fur, a new particle system, enhanced image anisotropic shader for Cycles, modifier improvements, the Bevel tool now includes rounding, new add-ons, and over 200 bug fixes. 2.66 -- February 2013: Dynamic topology, rigid body simulation, improvements in UI

opportunities did not match the company’s capabilities and the market realities of the time. This over-extension resulted in restarting NaN with new investor funding and a smaller company in April 2001 performance issues addressed. 2.46 – May 2008: The Peach release was the result of a huge effort of over 70 developers providing enhancements to provide hair and fur, a new particle system, enhanced image anisotropic shader for Cycles, modifier improvements, the Bevel tool now includes rounding, new add-ons, and over 200 bug fixes. 2.66 – February 2013: Dynamic topology, rigid body simulation, improvements in UI