Abhishek Tiwari

DECEMBER 13, 2017

Apart from indexes, super efficient sorting and join operations are some major areas come to my mind with immediate benefits of using learned data structure. More importantly, learned bloom filter definitely improves memory footprint - roughly 2X space improvement over traditional bloom filter with the same false positive rate.

Artificial Intelligence 40

Artificial Intelligence Hardware Google Benchmarking 40

Dynatrace

APRIL 20, 2023

With more automated approaches to log monitoring and log analysis, however, organizations can gain visibility into their applications and infrastructure efficiently and with greater precision—even as cloud environments grow. ” A data warehouse, on the other hand, is an efficient and fast option for querying data.

Analytics 181

Analytics Infrastructure Storage Efficiency 181

Tasktop

MAY 23, 2019

The beginning of my experience as a Junior Software Engineer on one of Tasktop’s ‘Integrations Teams’ marked a definitive transition in the way I learned and practiced computer science and software development. Upon reflection, I now realize that the answers to these questions were neither a definitive yes or no.

Software Engineering 40

Software Engineering Engineering Software Software 40

DZone

FEBRUARY 27, 2021

As a Software Engineer, the mind is trained to seek optimizations in every aspect of development and ooze out every bit of available CPU Resource to deliver a performing application. This begins not only in designing the algorithm or coming out with efficient and robust architecture but right onto the choice of programming language.

Java 214

Java C++ Benchmarking Programming 214

The Netflix TechBlog

OCTOBER 18, 2022

We want users to rely on shared templates and reuse their workflow definitions across their team, saving time and effort on creating the same functionality. It serves thousands of users, including data scientists, data engineers, machine learning engineers, software engineers, content producers, and business analysts, for various use cases.

Java 202

Java Scalability Traffic Architecture 202

Smashing Magazine

JUNE 28, 2021

Drew McLellan: He’s a Senior Software Engineer for an agency called Echobind. He loves the Jamstack, and his new book, Cut Into The Jamstack, teaches the reader how to build a software as a service app from scratch. It definitely is. We definitely have a lot more need for UI than marketing stuff. Transcript.

Website 63

Website Design Open Source Software 63

Tim Kadlec

APRIL 8, 2008

Design patterns are more popular in software engineering, but as web applications become larger and more robust, design patterns are starting to become a bit more well known in the web development world. The book definitely holds value for any person working with Javascript and front-end development. Should I Read It?

Design 40

Design Programming Software Engineering Engineering 40

O'Reilly

OCTOBER 19, 2021

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. The new category is often called MLOps. This approach is not novel.

DevOps 140

DevOps Software Engineering Infrastructure Open Source 140

Dynatrace

AUGUST 21, 2023

Like the tree in the forest, the microservice falling definitely made a sound. But, as Justin Scherer, senior software engineer from Northwestern Mutual found, OpenTelemetry by itself is not a panacea. And maintaining the instrumentation configurations can get cumbersome as your software and toolsets evolve.

Open Source 189

Open Source Analytics Lambda Metrics 189

The Netflix TechBlog

MARCH 25, 2019

Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and Efficiency By: Di Lin , Girish Lingappa , Jitender Aswani Imagine yourself in the role of a data-inspired decision maker staring at a metric on a dashboard about to make a critical business decision but pausing to ask a question?—?“Can

Infrastructure 219

Infrastructure Big Data Transportation Architecture 219

The Netflix TechBlog

SEPTEMBER 13, 2021

A productized approach also meant that we could efficiently enable lots of complex but “nice to have” features to enhance the developer experience, like Atlas metrics for free , and integration with our request tracing tool, Edgar. Specify a domain name? Wall-E can ensure that it automagically exists, with DNS and TLS configured correctly.

Internet 220

Internet Internet Cloud Traffic 220

The Netflix TechBlog

JULY 12, 2019

The net result is, for many datasets, vastly more efficient use of RAM. and can achieve orders of magnitude more efficient data access, which opens up many possibilities. with the same amount of memory Hollow may be able to cache 100% of your dataset and achieve a 100% hit rate.

Cache 183

Cache Architecture Latency Engineering 183

O'Reilly

MAY 19, 2020

. • More than one-third have adopted site reliability engineering (SRE); slightly less have developed production AI services. Software engineers represent the largest cohort, comprising almost 20% of all respondents (see Figure 1 ). For this audience, SRE’s future is brighter than AI’s, however. Respondent Demographics.

Cloud 141

Cloud Serverless AWS Architecture 141

The Netflix TechBlog

JANUARY 11, 2022

As a result, we are risk averse in decision making and actively mitigate the probability of purchasing ads that are not efficiently attracting new members. We’ll touch upon four ways that partnerships between data science and engineering teams have benefited this space. without having to become software engineers themselves.

Innovation 243

Innovation Metrics Engineering Testing 243