Data Science Current

Busting Data Observability Myths

insideBIGDATA

JUNE 7, 2023

In this sponsored article, Rohit Choudhary, co-founder and CEO of Acceldata, breaks down four common myths and misconceptions around observability. Data is every company’s most valuable asset, and data observability tools are indispensable for keeping an eye on data health and ensuring business continuity.

Data Observability

Data Observability Big Data Big Data

Modern Observability: When “Small” Data Beats Big Data

insideBIGDATA

MAY 30, 2023

In this contributed article, Ozan Unlu, CEO and Founder of Edge Delta, explores how a cloud-first world demands that observability be approached in a different way, one that favors “small data” over “Big Data.” In some cases, Ozan believes, a central repository is no longer even needed.

Big Data

Big Data Big Data

Data Observability, Essential for your Modern Data Stack

insideBIGDATA

AUGUST 22, 2023

In this contributed article, Mayank Mehra, head of product management at Modak, shares the importance of incorporating effective data observability practices to equip data and analytics leaders with essential insights into the health of their data stacks.

Data Observability

Data Observability Analytics Analytics Data Engineering

Webinars

How to Optimize the Developer Experience for Monumental Impact

Generative AI Deep Dive: Advancing from Proof of Concept to Production

Understanding User Needs and Satisfying Them

Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Leading the Development of Profitable and Sustainable Products

MORE WEBINARS

The Real Value of Data Observability

insideBIGDATA

FEBRUARY 1, 2023

In this special guest feature, Andy Petrella, CPO and founder of Kensu, points out that as application observability became a central element for DevOps teams, data observability is set to follow the same path and help data teams to lower maintenance costs, scale up value creation from data, and maintain trust in it.

Data Observability

Data Observability Big Data Big Data Analytics

Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

Industry expert Scott Sehlhorst will: Introduce a taxonomy for user goals with real world examples Present the Onion Diagram, a tool for contextualizing task-level goals Illustrate how customer journey maps capture activity-level and task-level goals Demonstrate the best approach to selection and prioritization of user-goals to address Highlight the (..)

Why SLIs and SLOs Are Essential for Observability

insideBIGDATA

MAY 11, 2023

Establishing SLIs and SLOs will result in a simpler and more responsive observability practice, tighter alignment with the business, and a faster path to improvement. It’s simple and easy to get started, practice this on one service and see how well it works.

Data Observability

Data Observability Big Data Big Data

Splunk Introduces New AI Offerings to Accelerate Detection, Investigation and Response Across Security and Observability

insideBIGDATA

JULY 18, 2023

NASDAQ: SPLK), the cybersecurity and observability leader, today announced Splunk AI, a collection of new AI-powered offerings to enhance its unified security and observability platform. Splunk Inc.

AI

AI AI Machine Learning Machine Learning

Slidecast: Ashwin Rajeeva, Co-founder & CTO of Acceldata Discusses Data Observability

insideBIGDATA

APRIL 4, 2023

In this slidecast presentation, Ashwin Rajeev from Acceldata describes the company’s data observability solutions. Acceldata solutions allow you to gain comprehensive insights into your data stack to improve data and pipeline reliability, platform performance, and spend efficiency.

Data Observability

Data Observability Big Data Big Data Machine Learning

Interesting ideas in Observable Framework

Hacker News

MARCH 3, 2024

Mike Bostock, Announcing: Observable Framework: Today we’re launching Observable 2.0 with a bold new vision: an open-source static site generator for building fast, beautiful data apps, dashboards, and reports.

Acceldata and its Data Observability Platform – Solving Big Data Management Challenges

insideBIGDATA

MARCH 28, 2023

In this video interview, Ashwin Rajeeva, co-founder and CTO of Acceldata, we talk about the company’s data observability platform – what "data observability" is all about and why it’s critically important in big data analytics and machine learning development environments.

Data Observability

Data Observability Big Data Big Data Big Data Analytics

The ML Observability Checklist

insideBIGDATA

APRIL 25, 2023

This checklist from our friends over at Arize covers the essential elements to consider when evaluating an ML observability platform. Whether you’re readying an RFP or assessing individual platforms, this buyer’s guide can help with product and technical requirements to consider across a number of areas discussed in this useful resource.

ML

ML ML Big Data Big Data

Dynatrace Extends Unified Observability To Generative AI Apps

Adrian Bridgwater for Forbes

FEBRUARY 1, 2024

We need to make sure we look at AI functions to look at their provenance, observe their state and status, watch their behavior and scrutinize the validity of the decisions they take.

AI

AI AI

Grafana Labs Observability Survey 2023 Finds Centralization Saves Time and Money for an Industry Plagued by Tool and Data Source Overload

insideBIGDATA

APRIL 8, 2023

Grafana Labs, the company behind the open and composable operational dashboards, announced the findings of the Grafana Labs Observability Survey 2023.

Data Observability

Data Observability Big Data Big Data Analytics

Perception: A back-port of Observable

Hacker News

JANUARY 12, 2024

s observation tools to work on Apple platforms going back almost 4 years ago! We have back-ported Swift 5.9's Start using it today even if you cannot target iOS 17.

Unpacking Elixir: Observability

Hacker News

OCTOBER 25, 2023

Elixir supports the usual supects of observability. This post will mostly focus on the observability you have on the BEAM that is either incredibly rare to see elsewhere or possibly entirely unique. Open Telemetry (OTel), log handlers, capturing metrics. And it does it well.

Data Governance and Observability, Explained

KDnuggets

AUGUST 30, 2022

Let’s dive in and understand the ins and outs of data observability and data governance - the two keys to a more robust data foundation.

Data Governance

Data Governance Data Observability Data Science

Acceldata Expands Data Observability Platform with New Data Reliability Capabilities

insideBIGDATA

MARCH 25, 2023

Acceldata, a market leader in data observability, announced significant enhancements to its data reliability solution, including no-code/low-code options, intelligent alerting, targeted recommendations, and self-healing capabilities to solve the most complex data reliability challenges while improving operational efficiency and reducing costs.

Data Observability

Data Observability Big Data Big Data Analytics

Observable 2.0, a static site generator for data apps

Hacker News

FEBRUARY 15, 2024

Launch of Observable 2.0: an open-source tool for building data apps and dashboards with a seamless developer workflow and optimal user experience.

New Relic Rocks Up Grok, An AI Observability Assistant

Adrian Bridgwater for Forbes

MAY 5, 2023

If we’re adding chat AI to the Ops equation at one end and ML enrichment at the other and then mixing the DNA of both throughout the platform (which isn’t how New Relic puts it, but this is pretty much what’s happening) then we get smarter systems that we can observe, manage and enjoy all the time.

AI

AI AI ML ML

The Agility In Cloud Observability

Adrian Bridgwater for Forbes

JULY 5, 2023

Because we run cloud in such a virtualized and abstracted space, the quest for system observability and monitoring is always on.

Observability in WebAssembly

Hacker News

AUGUST 29, 2023

Dylibso provides observability SDKs for WebAssembly (Wasm), enabling continuous monitoring of WebAssembly code as it executes within a runtime.

The first observation of humpback whale copulation

Hacker News

MARCH 2, 2024

The first observation of humpback whale copulation reveals a surprise.

Introducing Exploit Observer — More than Shodan Exploits, Less than Vulners

Hacker News

JANUARY 11, 2024

I’m going to tell you how Exploit Observer has revolutionized the ways of automated exploit discovery & analysis at A.R.P. Syndicate.

Vector: A high-performance observability data pipeline

Hacker News

MARCH 17, 2024

A high-performance observability data pipeline. Contribute to vectordotdev/vector development by creating an account on GitHub.

Data Pipeline

Transforming your business with data observability in the era of digitization

Dataconomy

DECEMBER 12, 2022

Data observability is a critical concept in today’s fast-paced and data-driven world. It refers to the ability of teams to proactively review and discover insights from their data in real time without experiencing significant data downtime. This is made possible by powerful engines that are designed to ingest and process.

Data Observability

Data Observability Data Science

Retina – eBPF distributed networking observability tool for Kubernetes

Hacker News

MARCH 19, 2024

eBPF distributed networking observability tool for Kubernetes - microsoft/retina

What is data observability? 6 reasons it’s a game changer for your organization

Data Science Connect

MARCH 22, 2023

To learn more about data observability, don’t miss the Data Observability tracks at our upcoming COLLIDE Data Conference in Atlanta on October 4–5, 2023 and our Data Innovators Virtual Conference on April 12–13, 2023! But fear not, because in this post, we’re going to explore a solution to this problem: data observability.

Data Observability

Data Observability Data Governance Data Quality Analytics

IMPACT 2022: The Data Observability Summit, on Oct. 25-26

KDnuggets

SEPTEMBER 21, 2022

Register for The Data Observability Summit now! In just one month, IMPACT 2022 will bring together the most insightful minds in data.

Data Observability

Debunking observability myths – Part 5: You can create an observable system without observability-driven automation

IBM Journey to AI blog

SEPTEMBER 12, 2023

The notion that you can create an observable system without observability-driven automation is a myth because it underestimates the vital role observability-driven automation plays in modern IT operations. Reduced human error: Manual observation introduces a higher risk of human error. Why is this a myth?

Predictive Analytics

Predictive Analytics Machine Learning Machine Learning Algorithm

Why FinOps Needs DataOps Observability

insideBIGDATA

MAY 6, 2023

In this special guest feature, Chris Santiago, Vice President/Solutions Engineering, Unravel Data, talks about controlling cloud spend through three phases of the FinOps lifecycle.

DataOps

DataOps Big Data Big Data

Show HN: OpenLLMetry – OpenTelemetry-based observability for LLMs

Hacker News

OCTOBER 11, 2023

Open-source observability for your LLM application, based on OpenTelemetry - GitHub - traceloop/openllmetry: Open-source observability for your LLM application, based on OpenTelemetry

Observable API Proposal

Hacker News

JULY 28, 2023

Observable API proposal. Contribute to domfarolino/observable development by creating an account on GitHub.

How to achieve Kubernetes observability: Principles and best practices

IBM Journey to AI blog

FEBRUARY 15, 2024

However, the distributed flexibility that makes Kubernetes appealing can also make implementing Kubernetes monitoring and observability practices challenging. Observability comprises a range of processes and metrics that help teams gain actionable insights into a system’s internal state by examining system outputs.

Clustering

Clustering Azure Data Visualization AWS

With Great Observation Comes Great Insight (2020)

Hacker News

JUNE 27, 2023

In this post I’m going to talk about how I leverage machine automation and human observation as a powerful combination for both testing and helping the community by the creation of better guidance. I tentatively call the approach automated exploratory testing.

Debunking observability myths – Part 6: Observability is about one part of your stack

IBM Journey to AI blog

SEPTEMBER 27, 2023

This misconception arises from a fundamental misunderstanding of observability’s core concept. By viewing observability as limited to one layer, it overlooks its holistic nature, which spans across all stack layers and their interconnections. Why is this a myth?

Database

Astronomers observe subpulse drifting and nulling of pulsar PSR J0026–1955

Hacker News

JULY 17, 2023

Using the upgraded Giant Meterwave Radio Telescope (uGMRT), astronomers from India and Australia have performed radio observations of a pulsar known as PSR J0026–1955. Results of the observational campaign, published July 5 on the preprint server arXiv, shed more light on the subpulse drifting and nulling behavior of this pulsar.

Cisco Partner Summit 2023 Highlights Observability, Security And Sustainability

MoorInsights for Forbes

NOVEMBER 14, 2023

Cisco's annual partner event featured a key executive announcement, a new compensation model and advances in the company's observability and sustainability offerings.

Show HN: You don't need to adopt new tools for LLM observability

Hacker News

FEBRUARY 14, 2024

Open-source observability for your LLM application, based on OpenTelemetry - traceloop/openllmetry-js Sister project to OpenLLMetry, but in Typescript.

Mainframe and IBM i Observability: Why It Matters to IT

Precisely

FEBRUARY 26, 2024

Observability helps IT teams to achieve mastery over this complexity. How Observability Differs from Monitoring Observability is emerging as a relatively new paradigm in IT. Observability helps IT professionals to link causes and effects within a highly complex and interactive chain of events.

Database

Database Analytics Analytics AI

The first observation of neutrinos at CERN's Large Hadron Collider

Hacker News

AUGUST 28, 2023

While they are estimated to be some of the most abundant particles in the universe, observing them has so far proved to be highly challenging, as the probability that they will interact with other matter is low. Neutrinos are tiny and neutrally charged particles accounted for by the Standard Model of particle physics.

High Expectations: Observational Study of Programming and Cannabis Intoxication

Hacker News

MARCH 2, 2024

This paper presents the first controlled observational study of the effects of cannabis on programming ability. For example, some programmers claim that it impairs their ability to generate correct solutions while others claim it enhances creativity and focus.

Show HN: Gentrace – evaluation and observability for generative AI

Hacker News

AUGUST 23, 2023

Then, it observes for quality, speed, and cost in production. Gentrace evaluates generative AI with humans, AI, and heuristics.

AI

AI AI

Data Observability vs. Monitoring vs. Testing

Dataversity

MARCH 13, 2023

As these pipelines become more complex, it’s important […] The post Data Observability vs. Monitoring vs. Testing appeared first on DATAVERSITY. These products rely on a tangle of data pipelines, each a choreography of software executions transporting data from one place to another.

Data Observability

Data Observability Data Pipeline Analytics Analytics

Poop: Performance Optimizer Observation Platform

Hacker News

JUNE 16, 2023

Performance Optimizer Observation Platform. Contribute to andrewrk/poop development by creating an account on GitHub.

Busting Data Observability Myths

Modern Observability: When “Small” Data Beats Big Data

Webinars

Trending Sources

Data Observability, Essential for your Modern Data Stack

Webinars

The Real Value of Data Observability

Understanding User Needs and Satisfying Them

Why SLIs and SLOs Are Essential for Observability

Splunk Introduces New AI Offerings to Accelerate Detection, Investigation and Response Across Security and Observability

Slidecast: Ashwin Rajeeva, Co-founder & CTO of Acceldata Discusses Data Observability

Interesting ideas in Observable Framework

Acceldata and its Data Observability Platform – Solving Big Data Management Challenges

The ML Observability Checklist

Dynatrace Extends Unified Observability To Generative AI Apps

Grafana Labs Observability Survey 2023 Finds Centralization Saves Time and Money for an Industry Plagued by Tool and Data Source Overload

Perception: A back-port of Observable

Unpacking Elixir: Observability

Data Governance and Observability, Explained

Acceldata Expands Data Observability Platform with New Data Reliability Capabilities

Observable 2.0, a static site generator for data apps

New Relic Rocks Up Grok, An AI Observability Assistant

The Agility In Cloud Observability

Observability in WebAssembly

The first observation of humpback whale copulation

Introducing Exploit Observer — More than Shodan Exploits, Less than Vulners

Vector: A high-performance observability data pipeline

Transforming your business with data observability in the era of digitization

Retina – eBPF distributed networking observability tool for Kubernetes

What is data observability? 6 reasons it’s a game changer for your organization

IMPACT 2022: The Data Observability Summit, on Oct. 25-26

Debunking observability myths – Part 5: You can create an observable system without observability-driven automation

Why FinOps Needs DataOps Observability

Show HN: OpenLLMetry – OpenTelemetry-based observability for LLMs

Observable API Proposal

How to achieve Kubernetes observability: Principles and best practices

With Great Observation Comes Great Insight (2020)

Debunking observability myths – Part 6: Observability is about one part of your stack

Astronomers observe subpulse drifting and nulling of pulsar PSR J0026–1955

Cisco Partner Summit 2023 Highlights Observability, Security And Sustainability

Show HN: You don't need to adopt new tools for LLM observability

Mainframe and IBM i Observability: Why It Matters to IT

The first observation of neutrinos at CERN's Large Hadron Collider

High Expectations: Observational Study of Programming and Cannabis Intoxication

Show HN: Gentrace – evaluation and observability for generative AI

Data Observability vs. Monitoring vs. Testing

Poop: Performance Optimizer Observation Platform

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