Cloudera

MAY 13, 2021

but have you really examined the stream processing engines out there in a side-by-side comparison to make sure? Our Choose the Right Stream Processing Engine for Your Data Needs whitepaper makes those comparisons for you, so you can quickly and confidently determine which engine best meets your key business requirements.

Engineering 101

Engineering Comparison Open Source Scalability 101

Instaclustr

OCTOBER 18, 2021

Source: Shutterstock). Apples-to-Oranges Comparison. Doing some back-of-the-envelope calculations, we have a maximum of 500 NOAA tidal stations, with 10 metrics each, refreshing every 6 minutes, so we only need 14 inserts/s. So, why is this relevant for the pipeline comparison? Source: Shutterstock).

Performance 84

Performance Comparison Systems Review Metrics 84

Netflix Tech

NOVEMBER 29, 2023

Details pertaining to HDR-VMAF exceed the scope of this article and will be covered in a future blog post; for now, suffice it to say that the first version of HDR-VMAF landed internally in 2021 and we have been improving the metric ever since. Yes, we are committed to supporting the open-source community.

Video 100

Video Testing Technical Review Open Source 100

John Snow Labs

DECEMBER 19, 2023

Example testcases and results LangTest by John Snow Labs LangTest, an open-source Python library by John Snow Labs, aims to be the saver for testing and augmenting the models for robustness, bias, and other metrics. It supports multiple NLP libraries such as JohnSnowLabs, transformers, and spaCy.

Artificial Inteligence 52

Artificial Inteligence Testing Report Comparison 52

The Agile Monkey

JULY 4, 2019

They released open-source custom runtimes for C++ and Rust , while some some AWS partners also released custom runtimes for Elixir, Erlang, PHP, and Cobol. Serverless Artillery Script AWS CloudWatch helped us collect and plot the metrics for our benchmark. faster than Node.js , its direct rival.

Lambda 66

Lambda AWS Comparison Serverless 66

DataRobot

APRIL 20, 2021

Depending on your use case , you might have a mix of data in your enterprise that includes open source public data and third-party data, in addition to internal, private data. It’s important to maintain a traceable record of the provenance of your data: which data sources were used, when they were accessed, and how they were verified.

Performance 52

Performance Open Source Machine Learning Artificial Inteligence 52

Cloudera

AUGUST 19, 2020

It combines the best of Cloudera Enterprise Data Hub and Hortonworks Data Platform Enterprise Plus, and brings the latest and greatest open source technologies for data management and analytics to the data center. . An application example would be a metrics store. Custom YCSB Update Only workload. 100% UPDATE operations.

Performance 69

Performance Cloud Comparison Testing 69

Instaclustr

SEPTEMBER 28, 2021

The main Superset concepts are databases, data sources, charts, and dashboards. The focus is on “BI” (Business Intelligence) rather than machine metrics (c.f. From the new dataset, I created a Time-series Chart, with time as the x-axis, Day as the Time Grain, and MAX(value) as the metric. It’s written in Javascript and Python.

Data 97

Data Virtualization Metrics Open Source 97

Prisma Clud

APRIL 13, 2023

With many proprietary and open source scanning tools to choose from, the most effective employ scanning for a combination of high entropy patterns and keywords. Storing Secrets in a Public Place If you do a quick Google search, you’ll find a bunch of comparisons between Hashicorp Vault, AWS Parameter Store, and AWS Secrets Manager.

Software Review 40

Software Review How To Weak Development Team AWS 40

Erik Bernhardsson

NOVEMBER 10, 2014

I spent a couple of hours this weekend going through some pull requests and issues to Annoy , which is an open source C++/Python library for Approximate Nearest Neighbor search. For another comparison, check out Radim ?eh??ek’s All metrics below: Time building index (s). ek’s Performance Shootout of Nearest Neighbours.

Comparison 100

Comparison Open Source Performance Metrics 100

Erik Bernhardsson

NOVEMBER 10, 2014

I spent a couple of hours this weekend going through some pull requests and issues to Annoy , which is an open source C++/Python library for Approximate Nearest Neighbor search. For another comparison, check out Radim ?eh??ek’s All metrics below: Time building index (s). ek’s Performance Shootout of Nearest Neighbours.

Comparison 100

Comparison Open Source Performance Metrics 100

Xicom

JUNE 15, 2021

Simultaneously, Magento Open Source branding and support remains untouched. The metric of Adobe’s marketing products clutched with Magento’s Enterprise eCommerce platform proves to be an ideal fit for streamlined end-to-end online retail solutions. Now The Bottleneck Competition – Adobe and Magento Partnership Comparison.

eCommerce 59

eCommerce Retail Open Source B2C 59

Existek

JUNE 20, 2023

It provides detailed monitoring and reporting on metrics such as app startup time, network latency, and method traces. It tracks metrics such as app startup time, screen render time, and network performance. Firebase also offers Google Analytics for Firebase, helping track user behavior and monetization metrics.

Technical Review 52

Technical Review Software Review Authentication Scalability 52

Instaclustr

SEPTEMBER 28, 2021

The main Superset concepts are databases, data sources, charts, and dashboards. The focus is on “BI” (Business Intelligence) rather than machine metrics (c.f. From the new dataset, I created a Time-series Chart, with time as the x-axis, Day as the Time Grain, and MAX(value) as the metric. It’s written in Javascript and Python.

Data 68

Data Virtualization Metrics Open Source 68

LaunchDarkly

SEPTEMBER 13, 2018

Then we rebuilt the thing, made it open, extensible, support some advanced use cases that neither of our internal system supported in the past. Did all this out in the open in open source. And it supports like an extensible set of metric services and judges and cloud platforms and everything else.

Analysis 58

Analysis Metrics Performance Microservices 58

Github

MAY 6, 2020

What we found: Contributors to open source. People are collaborating more, especially on open source projects. Several open source projects have seen a spike in activity, and the time to merge a pull request on open source projects has dropped compared to last year. What we found.

Analysis 118

Analysis Software Review Open Source Development 118

Mobilunity

MAY 13, 2023

It is based on open-source code. Programmers should have a clue of the requirements for the scalability and the most important performance metrics that should be used to achieve it. The salaries are provided for comparison purposes and could be not entirely accurate. It is used for graphical and statistical computing.

Development 52

Development Analysis Programming Scalability 52

Netflix Tech

MARCH 13, 2020

SVT-AV1: open-source AV1 encoder and decoder by Andrey Norkin , Joel Sole , Mariana Afonso , Kyle Swanson, Agata Opalach , Anush Moorthy , Anne Aaron SVT-AV1 is an open-source AV1 codec implementation hosted on GitHub [link] under a BSD + patent license. A single-threaded compression mode is used.

Open Source 61

Open Source Testing Linux Architecture 61

Netflix Tech

DECEMBER 7, 2020

VMAF is a video quality metric that Netflix jointly developed with a number of university collaborators and open-sourced on Github. Since its open-sourcing, we have started seeing VMAF being applied in a wider scope within the open-source community. animation vs. documentary).

Video 61

Video Metrics Open Source Weak Development Team 61

Netflix Tech

DECEMBER 13, 2018

Chef’s Table Factors in codec comparisons Many articles have been published comparing the performance of video codecs. Afterward, production encoders developed by the open-source community or commercial entities come along. It can use any metric to guide its optimization process.

Comparison 80

Comparison Video Performance Metrics 80

Daniel Bryant

MAY 30, 2019

At the Datawire booth we also had a lot more conversations (in comparison with previous KubeCons) that anecdotally backed up this serious shift to embracing multi-cloud. capturing top line metrics like error rate and latency between services (illustrated via Linkerd and the SMI metrics server); and traffic management?—?shifting

Policies 40

Policies Technical Review Cloud Software Review 40

TechCrunch

MAY 17, 2022

While at Metamarkets, they developed Druid, an open source, distributed data store written in Java that uses a cluster of specialized processes to analyze high volumes of real-time and historical data. Barring thorough comparisons of each platform, we’ll have to take Yang’s word for it.

Technical Review 249

Technical Review Analytics Cloud Enterprise 249

AWS Machine Learning - AI

DECEMBER 22, 2023

We start off with a baseline foundation model from SageMaker JumpStart and evaluate it with TruLens , an open source library for evaluating and tracking large language model (LLM) apps. In development, you can use open source TruLens to quickly evaluate, debug, and iterate on your LLM apps in your environment.

Artificial Inteligence 90

Artificial Inteligence Training Metrics Off-The-Shelf 90

LeanEssays

AUGUST 19, 2015

By comparison, an electric car loses half as much energy - one sixth - to friction. Just head over to the Netflix Open Source Center on GitHub; it’s all there for you to see – and use if you’d like. Engineering teams should be expected to figure out how to make a positive impact on business metrics within valid constraints.

Software Review 71

Software Review Weak Development Team Government Banking 71

Instaclustr

OCTOBER 13, 2021

The relevant operation is getClusterBundle , and the pg::misc::isMaster metric (under “PostgreSQL Metrics” sub-heading) returns the following example information (for a given ClusterID): [link]. Elasticsearch vs. PostgreSQL (Apples-to-Apples Comparison): Let’s Race! Source: Shutterstock). Further Resources.

Performance 83

Performance Metrics Systems Review Testing 83

Altexsoft

NOVEMBER 30, 2021

Jenkins: Open Source, Customizable, and Very Popular. It’s free, open-source, remaining the major and the most mature tool with the largest community out there. It falls short in comparison to Jenkins, but do you really need that many having a lot out of the box? Linux open source contributors are also welcome.

Tools 52

Tools Open Source DevOps Azure 52

The Citus Data

JULY 18, 2023

Our latest Citus open source release, Citus 12, adds a new and easy way to transparently scale your Postgres database: Schema-based sharding, where the database is transparently sharded by schema name. A more detailed comparison is given below. Figure 4: Side-by-side comparison of Schema-based sharding vs. Row-based sharding.

Microservices 93

Microservices Metrics Open Source IoT 93

Perficient

DECEMBER 19, 2022

View the performance metrics for each component of your application’s infrastructure on a single view to easily pinpoint bottlenecks within the system. JMeter is a powerful open-source tool designed for load and performance testing. However, you can configure other metrics to display or hide metrics that aren’t relevant.

Azure 94

Azure Testing Applications Metrics 94

Netflix Tech

JANUARY 24, 2022

Technically, “performance” metrics are those relating to the responsiveness or latency of the app, including start up time. At Netflix the term “performance” usually encompasses both performance metrics (in the strict meaning) and memory metrics, and that’s how we’re using the term here. What do we mean by Performance?

Performance 79

Performance Metrics Software Review Testing 79

Netflix Tech

FEBRUARY 20, 2019

Vector is open source and in use by multiple companies. Vector is an open-source host-level performance monitoring framework which we have been using for some time. Vector is an open-source host-level performance monitoring framework which we have been using for some time. to the broader community.

Performance 84

Performance Open Source Metrics Real Estate 84

Netflix Tech

NOVEMBER 2, 2021

Perceptual quality measurements are used to drive video encoding optimizations , perform video codec comparisons , carry out A/B testing and optimize streaming QoE decisions to mention a few. In particular, the VMAF metric lies at the core of improving the Netflix member’s streaming video quality. Assembly for two of the metrics (e.g.

Microservices 68

Microservices Video Metrics Media 68

AWS Machine Learning - AI

DECEMBER 6, 2023

When answering a new question in real time, the input question is converted to an embedding, which is used to search for and extract the most similar chunks of documents using a similarity metric, such as cosine similarity, and an approximate nearest neighbors algorithm. The search precision can also be improved with metadata filtering.

Artificial Inteligence 97

Artificial Inteligence Analytics Knowledge Base Lambda 97

O'Reilly Media - Data

MARCH 22, 2018

We recognize the need for human interpretability, and we recently open sourced a Python framework called Skater as an initial step to enable interpretability for researchers and applied practitioners in the field of data science. model comparison and performance evaluation. Let’s quickly touch on a few of those.

Off-The-Shelf 115

Off-The-Shelf Machine Learning Artificial Inteligence Weak Development Team 115

O'Reilly Media - Ideas

JANUARY 25, 2024

Just a few notes on methodology: This report is based on O’Reilly’s internal “Units Viewed” metric. Our own theory is that it’s a reaction to GPT models leaking proprietary code and abusing open source licenses; that could cause programmers to be wary of public code repositories. But those are only guesses.

Trends 116

Trends Technical Review Technology Artificial Inteligence 116

Kentik

MARCH 6, 2019

Cilium (Open Source) - provide secure network connectivity between application containers. Contiv (Open Source) - provides configurable networking (e.g. Open Virtual Networking (OVN) (Open vSwitch community). Project Calico (Open Source) - a container networking provider and network policy engine.

Network 63

Network Microservices .Net Load Balancer 63

John Snow Labs

MAY 24, 2023

Label Studio Label Studio is an open source data annotation tool for labeling multiple types of data. – UI & UX – Client servers – Quality data by design – Metrics – Automation TagTog TagTog is a multi-user text annotation tool to annotate text, pdfs, source codes, web urls, etc.

Tools 52

Tools Machine Learning Artificial Inteligence Software Review 52

Daniel Bryant

SEPTEMBER 13, 2018

particularly within an API gateway like the open source Kubernetes-native Ambassador gateway. Many custom and open source solutions used a language-specific (and potentially even framework-specific) solution that meant engineers inadvertently locked themselves into a technology stack “essentially forever”.

SOA 40

SOA Load Balancer Microservices Open Source 40