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Communications of the ACM

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The Mythos of Model Interpretability
From Communications of the ACM

The Mythos of Model Interpretability

In machine learning, the concept of interpretability is both important and slippery.

The Secret Formula for Choosing the Right Next Role
From Communications of the ACM

The Secret Formula for Choosing the Right Next Role

The best careers are not defined by titles or résumé bullet points.

Mind Your State for Your State of Mind
From Communications of the ACM

Mind Your State for Your State of Mind

The interactions between storage and applications can be complex and subtle.

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.
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