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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.

Consistently Eventual
From Communications of the ACM

Consistently Eventual

For many data items, the work never settles on a value.

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.

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.

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.

Monitoring in a DevOps World
From Communications of the ACM

Monitoring in a DevOps World

Perfect should never be the enemy of better.

Titus
From Communications of the ACM

Titus: Introducing Containers to the Netflix Cloud

Approaching container adoption in an already cloud-native infrastructure.

Research For Practice: Private Online Communication; Highlights in Systems Verification
From Communications of the ACM

Research For Practice: Private Online Communication; Highlights in Systems Verification

Expert-curated guides to the best of CS research.

Network Applications Are Interactive
From Communications of the ACM

Network Applications Are Interactive

The network era requires new models, with interactions instead of algorithms.

Abstracting the Geniuses Away from Failure Testing
From Communications of the ACM

Abstracting the Geniuses Away from Failure Testing

Ordinary users need tools that automate the selection of custom-tailored faults to inject.
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