TechCrunch

JANUARY 12, 2021

While it has embraced an open source version of CockroachDB along with a 30-day free trial on the company’s cloud service as ways to attract new customers to the top of the funnel, it wants to try a new approach. Series D as scalable database resonates. As that happened, the company began a shift in thinking.

Open Source 251

Open Source Cloud Culture AWS 251

CIO

DECEMBER 6, 2023

While automation orchestrators have improved and some have moved to become cloud-based, there are still challenges facing them, and this has limited orchestrators to basic operational bot metrics. Scalability: As a business expands, the orchestration framework must be designed to scale, accommodating a growing array of LLMs and data flows.

Artificial Inteligence 293

Artificial Inteligence Generative AI Enterprise Scalability 293

Invid Group

AUGUST 28, 2024

They can be proprietary, third-party, open-source, and run either on-premises or in the cloud. Automation and Scalability Operationalization normally involves automating processes and workflows to enable scalability and efficiency. Internal metrics can be very technical, like hyperparameters, which can be tuned over time.

Technical Review 52

Technical Review Artificial Inteligence Performance Azure 52

Hacker Earth Developers Blog

SEPTEMBER 25, 2023

It aggregates complex telemetry data—metrics, logs, and traces—from disparate systems and applications in your business. Cloud-nativity, serverless, open-source containerization, and other technology developments must be used to fuel accelerated, high-volume deployment. Next, they have to source the location of the error.

Weak Development Team 130

Weak Development Team Development DevOps Metrics 130

TechCrunch

OCTOBER 7, 2021

Today a startup that’s built a scalable platform to manage that is announcing a big round of funding to continue its own scaling journey. The underlying large-scale metrics storage technology they built was eventually open sourced as M3.

Cloud 209

Cloud Sport Open Source Machine Learning 209

Tenable

MAY 20, 2024

An overview of Fluent Bit and of the Linguistic Lumberjack vulnerability Fluent Bit is a lightweight, open-source data collector and processor that can handle large volumes of log data from various sources. For example, HTTP endpoints exist to indicate service uptime, plugin metrics, health checks, etc.

Software Review 137

Software Review Cloud Technical Review Systems Review 137

Perficient

DECEMBER 21, 2023

The platform’s openness allows users to create custom integrations through the Datadog API. The open-source nature of the Datadog Agent ensures a uniform approach to data treatment across the platform. Users can set up alerts based on metric thresholds, integration availability, network endpoints, and more.

Serverless 52

Serverless Metrics Lambda Testing 52

Honeycomb

NOVEMBER 1, 2023

DevOps Engineer Harry Morgan says that Honeycomb’s “out-of-the-box templates for metric analysis and correlation really help put together a more holistic picture of our environments, simplifying our workflow and eliminating the need to compare across observability platforms. For the team at Birdie Care, Sr.

Performance 84

Performance Applications Metrics Engineering 84

Apiumhub

OCTOBER 10, 2023

He is a software engineer, consultant, and author of “Continuous Delivery”, “Modern Software Engineering,” “CD Pipelines,” and “ Software Architecture Metrics. He is a prominent figure in the world of software development and open-source advocacy.

Media 85

Media Social Fractional CTO Software Engineering 85

DataRobot

OCTOBER 18, 2022

Organizations are looking for AI platforms that drive efficiency, scalability, and best practices, trends that were very clear at Big Data & AI Toronto. Model Observability – the ability to track key health and service metrics for models in production – remains a top priority for AI-enabled organizations.

Big Data 96

Big Data Conference Trends Data 96

Netflix Tech

MARCH 7, 2024

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems.

System 94

System Machine Learning Artificial Inteligence Training 94

Cloudera

MAY 13, 2021

Specifically, the whitepaper analyzes the technical and operational differences between modern processing engines from the Apache open source community. Another consideration is the scalability of an engine. Consideration #5: Enterprise operations.

Engineering 104

Engineering Comparison Open Source Scalability 104

Mobilunity

OCTOBER 30, 2024

Team scalability and flexibility. Emmanuel Belo, the Business Unit Manager at Camptocamp, a Swiss company developing and integrating open-source software, points out the ability of the outstaffing company to hire engineers swiftly: “Mobilunity was of great help at the time we needed to scale the team quickly.” Regular check-ins.

Technical Review 52

Technical Review Software Review Development How To 52

OverOps

FEBRUARY 19, 2020

The accelerated adoption of microservices and increasingly distributed systems brings the promise of greater speed, scalability and flexibility. There are open source tools such as Jagger – that provide end-end distributed tracing and the ability to monitor and troubleshoot transactions in complex distributed systems.

System 195

System Microservices Weak Development Team How To 195

The Citus Data

MARCH 29, 2022

Loading at Hyperscale: Advanced Data Import Techniques for Citus , by Colton Shepard of TRM Labs (on-demand talk, Citus open source user). Citus 11: A look at the Elicorn’s horn , by Marco Slot who is head of the Citus database engine team at Microsoft (EMEA livestream, Citus team, scalability, performance, latest release).

Azure 141

Azure Open Source Performance Case Study 141

Altexsoft

FEBRUARY 11, 2020

You’ll also be introduced to nine open-source tools you can use to automate and streamline your incident response processes. The following are popular, free, open-source tools you can use to automate or streamline your incident response process. Scalable and flexible. Can be complicated to deploy.

Tools 109

Tools Linux Analysis Open Source 109

Cloudera

JANUARY 31, 2024

Replication is a crucial capability in distributed systems to address challenges related to fault tolerance, high availability, load balancing, scalability, data locality, network efficiency, and data durability. Use the /v2/topic-metrics/{source}/{target}/{upstreamTopic}/{metric} endpoint instead.

Policies 73

Policies Metrics Load Balancer Software Review 73

The Citus Data

OCTOBER 1, 2021

Further, it shows our commitment to open source PostgreSQL and its ecosystem. We analyzed connection scaling bottlenecks in Postgres and identified snapshot scalability as the primary bottleneck. After identifying this bottleneck, our team committed a series of changes to improve snapshot scalability in Postgres.

Azure 136

Azure Software Review Testing Open Source 136

Openxcell

JUNE 9, 2023

Businesses gather these insights and tailor their solutions and services according to these metrics. It is an open-source framework that supports multiple platforms and is preferred by many corporate giants such as Microsoft, Facebook, Intel etc. Storm is an open-source big data computation system.

Big Data 52

Big Data Analytics Tools Data 52

Existek

JUNE 20, 2023

The technology takes care of the underlying infrastructure, scalability, and maintenance, allowing developers to focus on building their applications and delivering a great user experience. It provides a simple API for uploading and downloading files, and the files are automatically stored in a secure and scalable manner. Unity 11.1.0

Technical Review 52

Technical Review Software Review Authentication Scalability 52

TIBCO - Connected Intelligence

SEPTEMBER 24, 2020

release is primarily focused on four main aspects: flexible design, cloud-native deployments, metrics & visualization of events, and performance improvements. offers a loosely coupled architecture that enables users to use other TIBCO solutions and open-source options for clustering, caching, and persistence.

Cloud 49

Cloud Open Source Google Cloud Metrics 49

AWS Machine Learning - AI

MAY 30, 2024

Alternatively, open-source technologies like Langchain can be used to orchestrate the end-to-end flow. Amazon Aurora PostgreSQL provides support for the open source pgvector extension to process vector embeddings, and Amazon Aurora Optimized Reads offers a cost-effective and performant option.

Artificial Inteligence 113

Artificial Inteligence Technical Review Development Team Review Software Review 113

DevOps.com

JANUARY 12, 2024

As organizations embrace digital transformation, the need for robust, scalable and cost-effective observability solutions becomes paramount.

Scalability 79

Scalability Organization Open Source Metrics 79

DataRobot

AUGUST 16, 2022

Machine learning operations ( MLOps ) tools, which handle model retraining, testing, metrics tracking, versioning, and management. For model development, half of the companies use open source tools, almost a third (31%) use commercial tools, and 19% build their own tools. Deploying Models Today. ML Software Development.

Artificial Inteligence 52

Artificial Inteligence Survey Quality Assurance Open Source 52

TechCrunch

OCTOBER 8, 2021

Testimonial: “[They have] a deep understanding of cloud technology and how to use that in combination with open source software to get us an infrastructure that is scalable but easy to understand and maintain. Recommended by: Garland Kan, consultant. They were literally trying to make themselves obsolete!”.

Fractional CTO 236

Fractional CTO Software Review Software Technical Review 236

Instaclustr

MARCH 12, 2019

Specifically, this means that the business metric, Anomaly Checks per second (step 9 below) is also equal to Z. i.e. The system throughput is an order of magnitude higher than the business metric. After some experimentation, we settled on 1 thread for the Kafka consumer and 20 threads for the Cassandra client as optimal.

Scalability 31

Scalability Metrics Resources AWS 31

Kentik

AUGUST 28, 2019

Streaming telemetry, also called streaming network telemetry, aims to modernize the collection of network and device metrics to keep up with the scale of next-generation networks, and provide new ways to access the huge variety of metrics that network devices can now generate. to some centralized location for storage and analysis.

Network 52

Network Analytics Metrics Technical Review 52

Netflix Tech

OCTOBER 19, 2020

Troubleshooting a session in Edgar When we started building Edgar four years ago, there were very few open-source distributed tracing systems that satisfied our needs. Our tactical approach was to use Netflix-specific libraries for collecting traces from Java-based streaming services until open source tracer libraries matured.

Infrastructure 95

Infrastructure Microservices Systems Review Storage 95

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

Confluent

MAY 13, 2019

And, turning complex distributed data systems—like Apache Kafka—into elastically scalable, fully managed services takes a lot of work, because most open source infrastructure software simply isn’t built to be cloud native. Actual unit prices are based on three simple consumption metrics. per GB per month.

Cloud 100

Cloud Load Balancer Infrastructure Scalability 100

Capgemini

AUGUST 16, 2024

At present, many of the tech giants including the leading cloud platform vendors like Google, Microsoft, and Amazon have strong GenAI offerings along with those from many smaller vendors and open-source platforms. Typical metrics for business growth are revenue increase and healthy profitability.

Artificial Inteligence 52

Artificial Inteligence Applications Technical Advisors Technical Review 52

d2iq

FEBRUARY 19, 2021

This means integrating with lots of data sources and writing custom transformations to shape the data in the format required for each use case. Machine learning engineers are typically responsible for ML models in production environments, dealing with web services, latency, scalability, and handling most of the automation around ML.

Artificial Inteligence 103

Artificial Inteligence Machine Learning Technical Review Software Review 103

Kentik

JULY 10, 2018

Network and computing infrastructure is increasingly software-driven, allowing for extensive, full stack software instrumentation that provides monitoring metrics for generating KPIs. Performance metrics and other types of monitoring data can be collected in real time using streaming telemetry protocols such as gRPC.

Tools 45

Tools Cloud Big Data WAN 45

Trigent

APRIL 7, 2022

Serverless architecture appropriate for the complexity and scale – If you have a very simple app that does not require significant performance scalability, then a serverless architecture could be more expensive in terms of development and maintenance. This could be a cost-saving and also a bottomless pit.

Serverless 52

Serverless Cloud Architecture Software Review 52

Netflix Tech

NOVEMBER 22, 2019

In this session, we discuss the technologies used to run a global streaming company, growing at scale, billions of metrics, benefits of chaos in production, and how culture affects your velocity and uptime. Technology advancements in content creation and consumption have also increased its data footprint.

AWS 40

AWS Open Source Linux Off-The-Shelf 40

Netflix Tech

NOVEMBER 22, 2019

In this session, we discuss the technologies used to run a global streaming company, growing at scale, billions of metrics, benefits of chaos in production, and how culture affects your velocity and uptime. Technology advancements in content creation and consumption have also increased its data footprint.

AWS 40

AWS Open Source Linux Off-The-Shelf 40

Openxcell

DECEMBER 22, 2021

Continuous testing helps break down the complexities in multilayered architectures by utilizing an automated and scalable testing solution. Jenkins is a leading open-source integration tool made in Java that lets developers build, test, and deploy software. Scalability problem due to improper tool. Query Surge.

DevOps 52

DevOps Testing Software Review Weak Development Team 52