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DevOps automation: From event-driven automation to answer-driven automation [with causal AI]

Dynatrace

We will also explore the evolution of DevOps automation and the significance of data-driven answers in unlocking streamlined, automated DevOps and SRE processes. Business process automation Business process automation is the foundation for improving operational efficiency. The absence of these details hampers decision-making.

DevOps 217
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Strongly Type Those Table-Valued Parameters

SQL Performance

Table-valued parameters have been around since SQL Server 2008 and provide a useful mechanism for sending multiple rows of data to SQL Server, brought together as a single parameterized call. The DataTable can be created multiple ways in the.NET code, but a common way to create the table is something like the following: System.

Servers 55
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The Surprising Effectiveness of Non-Overlapping, Sensitivity-Based Performance Models

John McCalpin

The presentation discusses a family of simple performance models that I developed over the last 20 years — originally in support of processor and system design at SGI (1996-1999), IBM (1999-2005), and AMD (2006-2008), but more recently in support of system procurements at The Texas Advanced Computing Center (TACC) (2009-present).

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Solaris to Linux Migration 2017

Brendan Gregg

It uses a Solaris Porting Layer (SPL) to provide a Solaris-kernel interface on Linux, so that unmodified ZFS code can execute. There's also a ZFS send/recv code path that should try to use the TASK_INTERRUPTIBLE flag (as suggested by a coworker), to avoid a kernel hang (can't kill -9 the process). LTS (April 2016).

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Our Once and Future Wisdom: Re-acquiring Lost Institutional Knowledge

The Agile Manager

Tool 1: Dolly the Sheep Companies that are heavily rule-based - think insurance - eagerly moved their business rules into code. It was easy to move into code; it's just as easy to move it back into human-readable format. A clone of something extinct - our lost business knowledge - runs the risk of suffering severe defects.

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Zero Configuration Service Mesh with On-Demand Cluster Discovery

The Netflix TechBlog

A brief history of IPC at Netflix Netflix was early to the cloud, particularly for large-scale companies: we began the migration in 2008, and by 2010, Netflix streaming was fully run on AWS. For Inter-Process Communication (IPC) between services, we needed the rich feature set that a mid-tier load balancer typically provides.

Traffic 220
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Structural Evolutions in Data

O'Reilly

” Each step has been a twist on “what if we could write code to interact with a tamper-resistant ledger in real-time?” Mental contortions led to code contortions led to frustration. ” (We’ll miss rush hour traffic.) “What if I bring my duffel bag instead of the roll-aboard?”