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Communications of the ACM

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GitOps
From Communications of the ACM

GitOps: A Path to More Self-Service IT

IaC + PR = GitOps

Workload Frequency Scaling Law
From Communications of the ACM

Workload Frequency Scaling Law: Derivation and Verification

Workload scalability has a cascade relation via the scale factor.

Research for Practice
From Communications of the ACM

Research for Practice: FPGAs in Datacenters

Expert-curated guides to the best of CS research.

Algorithms Behind Modern Storage Systems
From Communications of the ACM

Algorithms Behind Modern Storage Systems

Different uses for read-optimized B-trees and write-optimized LSM-trees.

Research for Practice: Prediction-Serving Systems
From Communications of the ACM

Research for Practice: Prediction-Serving Systems

What happens when we wish to actually deploy a machine learning model to production?

C Is Not a Low-Level Language
From Communications of the ACM

C Is Not a Low-Level Language

Your computer is not a fast PDP-11.

How to Come Up with Great Ideas
From Communications of the ACM

How to Come Up with Great Ideas

Think like an entrepreneur.

Research for Practice
From Communications of the ACM

Research for Practice: Toward a Network of Connected Things

Expert-curated guides to the best of CS research.

Designing Cluster Schedulers for Internet-Scale Services
From Communications of the ACM

Designing Cluster Schedulers for Internet-Scale Services

Embracing failures for improving availability.

Thou Shalt Not Depend on Me
From Communications of the ACM

Thou Shalt Not Depend on Me

A look at JavaScript libraries in the wild.

Documentation Is Automation
From Communications of the ACM

Documentation Is Automation

A.B.A. = Always be automating.

Research for Practice
From Communications of the ACM

Research for Practice: Cluster Scheduling for Datacenters

Expert-curated guides to the best of CS research.

Canary Analysis Service
From Communications of the ACM

Canary Analysis Service

Automated canarying quickens development, improves production safety, and helps prevent outages.

How Is Your Week Going So Far?
From Communications of the ACM

How Is Your Week Going So Far?

Praise matters just as much as money.

DevOps Delivers
From Communications of the ACM

DevOps Delivers

The DevOps methodology has come of age in the past several years, and organizations are adopting key DevOps practices to transform their software practices.

Continuous Delivery Sounds Great, but Will It Work Here?
From Communications of the ACM

Continuous Delivery Sounds Great, but Will It Work Here?

It's not magic, it just requires continuous, daily improvement at all levels.

Containers Will Not Fix Your Broken Culture (and Other Hard Truths)
From Communications of the ACM

Containers Will Not Fix Your Broken Culture (and Other Hard Truths)

Complex socio-technical systems are hard; film at 11.

DevOps Metrics
From Communications of the ACM

DevOps Metrics

Your biggest mistake might be collecting the wrong data.

Bitcoin's Underlying Incentives
From Communications of the ACM

Bitcoin's Underlying Incentives

The unseen economic forces that govern the Bitcoin protocol.

Operational Excellence in April Fools' Pranks
From Communications of the ACM

Operational Excellence in April Fools' Pranks

Being funny is serious work.
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