IBM Big Data Hub

NOVEMBER 6, 2023

Explaining API security API security refers to the set of practices and products an organization uses to prevent malicious attacks on, and misuse of, APIs. AI and API security Among existing API security measures, AI has emerged as a new — and potentially powerful — tool for fortifying APIs.

Optimization 115

Optimization Testing Software Risk 115

IBM Big Data Hub

AUGUST 3, 2023

This means companies especially need their software applications to perform optimally because they are often a source of competitive advantage. Resource usage: This measures the percentage of available resources an application is using at any particular time. What is application health monitoring?

Measurement 64

Measurement Metrics Risk Software 64

Cloudera

MAY 9, 2022

Refer to the YARN – The Capacity Scheduler blog to understand these configuration settings.) . This can be tuned using the user limit factor of the YARN queue (refer the details in Capacity Scheduler blog ). Container reuse: This is an optimization that limits the startup time impact on containers. hive.cbo.enable.

Optimization 117

Optimization Testing Cost-Benefit Measurement 117

IBM Big Data Hub

JULY 10, 2023

Vibration analysis—a component of condition monitoring systems—utilizes vibration sensors to measure frequencies in an asset and detect abnormalities that may indicate a problem. Frequency measures the number of oscillations per unit of time, usually expressed in Hertz (Hz). Accelerometers (e.g.,

Optimization 55

Optimization IT Measurement Cost-Benefit 55

Jedox

JUNE 24, 2021

The description of the sales funnel is often used: individual stages of the sales process enable the measurement of key figures from the first contact to the conclusion with a signed contract or product purchased. Maximizing business value through improved collaboration is key to long-term optimization of marketing and sales operations.

Sales 95

Sales Marketing Optimization Metrics 95

Cloudera

NOVEMBER 13, 2020

Impala Optimizations for Small Queries. We’ll discuss the various phases Impala takes a query through and how small query optimizations are incorporated into the design of each phase. For a more in-depth description of these phases please refer to Impala: A Modern, Open-Source SQL Engine for Hadoop. Query Planner Design.

Optimization 143

Optimization Metadata Statistics Cost-Benefit 143

AWS Big Data

MARCH 22, 2024

When you use Trino on Amazon EMR or Athena, you get the latest open source community innovations along with proprietary, AWS developed optimizations. and Athena engine version 2, AWS has been developing query plan and engine behavior optimizations that improve query performance on Trino. Starting from Amazon EMR 6.8.0

Metadata 92

Metadata Statistics Broadcasting Optimization 92

Smart Data Collective

JANUARY 27, 2022

Tip: When hiring a virtual assistant, be sure to ask for references and/or check out their online reviews. Not only will this help employees make better decisions, but it will also allow you to measure the effectiveness of your marketing campaigns and other initiatives. 5 Create a Data-Centric Culture. What are you waiting for?

Optimization 105

Optimization IT Big Data Cost-Benefit 105

datapine

FEBRUARY 9, 2024

The process helps businesses and decision-makers measure the success of their strategies toward achieving company goals. Company A then creates ads, launches a blog, boosts its social media presence, and optimizes its website for enhanced search engine rankings. The effort is a success, and more customers start pouring in.

KPI 221

KPI Management Key Performance Indicator Measurement 221

datapine

OCTOBER 11, 2023

A Warehouse KPI is a measurement that helps warehousing managers to track the performance of their inventory management, order fulfillment, picking and packing, transportation, and overall operations. These powerful measurements will allow you to track all activities in real-time to ensure everything runs smoothly and safely.

Metrics 217

Metrics KPI Management Cost-Benefit 217

IBM Big Data Hub

MARCH 14, 2024

In this article, Product Manager Uche Nwankwo provides guidance on a set of producer and consumer metrics that customers should monitor for optimal performance. Refer to the Kafka documentation and relevant monitoring tools to understand the specific metrics available for your version of Kafka and how to interpret them effectively.

Metrics 85

Metrics Measurement Optimization Management 85

AWS Big Data

SEPTEMBER 14, 2023

When an application operates with a parallelism higher than 1, multiple instances of each task—referred to as sub-tasks —enable parallel message consumption and processing. The time a sub-task spends waiting for all barriers to arrive is measured by the checkpoint Alignment Duration metric, which can be observed in the Apache Flink UI.

Snapshot 91

Snapshot Broadcasting Optimization Management 91

datapine

APRIL 12, 2023

Incremental Sales Calculation As mentioned, incremental sales are used by businesses as a key performance indicator to measure the financial success of their promotional efforts. To ensure you yield the results you desire, first establish your goals, then decide on the metrics that you will need to track to measure your performance.

Sales 176

Sales KPI Metrics Cost-Benefit 176

AWS Big Data

FEBRUARY 1, 2024

Trade quality and optimization – In order to monitor and optimize trade quality, you need to continually evaluate market characteristics such as volume, direction, market depth, fill rate, and other benchmarks related to the completion of trades. For third-party reference data, you take advantage of AWS Data Exchange data shares.

Data Warehouse 125

Data Warehouse Dashboards Risk Management Risk 125

datapine

NOVEMBER 15, 2022

Product metrics are quantitative performance measurements used by businesses to gain insights into various areas like product development, pricing, quality, and more. By using interactive KPIs, product managers can optimize product strategies to ensure business growth. What Are Product Metrics? And that’s where the big challenge lies.

Metrics 141

Metrics KPI Measurement Dashboards 141

DataKitchen

DECEMBER 9, 2022

ChatGPT> DataOps is a term that refers to the set of practices and tools that organizations use to improve the quality and speed of data analytics and machine learning. This can include tools for tracking the flow of data through pipelines, and for measuring the performance of data-related systems and processes.

Machine Learning 130

Machine Learning Data-driven Optimization Modeling 130

DataKitchen

MARCH 16, 2023

How to measure your data analytics team? Under Velocity, the Mean Time to Deliver Data metric measures the time it takes to deliver data. The Data Change Request Ratio metric measures the rate of business demand for data. The Mean Time to Recovery metric measures how quickly defects can be resolved. Introduction.

Metrics 130

Metrics Data Analytics Analytics Measurement 130

Cloudera

FEBRUARY 1, 2024

The other half of the equation requires your team’s emphasis to shift to sustained excellence in managing and optimizing your data ecosystem — better known as Day 2 operations. At Cloudera, our commitment to excellence extends beyond your deployment on Day 0 and Day 1, and into the critical phase of system maintenance and optimization.

Optimization 82

Optimization Measurement Testing Publishing 82

IBM Big Data Hub

MAY 12, 2023

Unplanned downtime can have catastrophic consequences, and it’s up to facility maintenance engineers and technicians to plan ahead so that swift measures are taken to rectify a failure. But in order to understand how to improve the reliability of systems and components, we first must be able to measure their reliability.

Key Performance Indicator 68

Key Performance Indicator Measurement Manufacturing KPI 68

AWS Big Data

MARCH 11, 2024

This means that cost-optimization exercises can happen at any time—they no longer need to happen in the planning phase. These scalable properties of Apache Flink can be key to optimizing your cost in the cloud. Refer to Amazon Managed Service for Apache Flink Pricing for up-to-date pricing and different Regions.

Management 99

Management Snapshot Metrics Cost-Benefit 99

IBM Big Data Hub

DECEMBER 14, 2023

Cyber resiliency refers to an organization’s ability to prepare for, respond to, and recover from cyber threats while maintaining the continuity of operations. Cyber resiliency goes beyond mere cybersecurity measures. Their expertise in developing secure systems ensures that proactive defense measures are in place.

Risk 80

Risk Measurement Business Objectives Optimization 80

O'Reilly on Data

JUNE 15, 2023

If we want prosocial outcomes, we need to design and report on the metrics that explicitly aim for those outcomes and measure the extent to which they have been achieved. The creators of generative AI systems and Large Language Models already have tools for monitoring, modifying, and optimizing them.

Metrics 280

Metrics Reporting Measurement Finance 280

Rocket-Powered Data Science

JULY 21, 2023

Organizations are able to monitor integrity, quality drift, performance trends, real-time demand, SLA (service level agreement) compliance metrics, and anomalous behaviors (in devices, applications, and networks) to provide timely alerting, early warnings, and other confidence measures. “Don’t be a SOAR loser!”

Machine Learning 190

Machine Learning Metrics Reporting Internet of Things 190

Smart Data Collective

NOVEMBER 1, 2023

Study employee performance metrics Performance metrics are a measure of how well team members are doing at their work. Studying historical data can help your company measure an employee onboarding process’s effectiveness. They reflect your business’s performance.

Metrics 87

Metrics Measurement Data-driven Optimization 87

datapine

AUGUST 19, 2020

In our cutthroat digital economy, massive amounts of data are gathered, stored, analyzed, and optimized to deliver the best possible experience to customers and partners. At the same time, inventory metrics are needed to help managers and professionals in reaching established goals, optimizing processes, and increasing business value.

Metrics 286

Metrics KPI Cost-Benefit Dashboards 286

datapine

SEPTEMBER 29, 2022

5) How Do You Measure Data Quality? In this article, we will detail everything which is at stake when we talk about DQM: why it is essential, how to measure data quality, the pillars of good quality management, and some data quality control techniques. How Do You Measure Data Quality? Table of Contents. 2) Why Do You Need DQM?

Data Quality 241

Data Quality Metrics Data-driven Management 241

AWS Big Data

NOVEMBER 3, 2023

Although we don’t cover optimizing your jobs for costs in this post, you can refer to Monitor and optimize cost on AWS Glue for Apache Spark to learn how to fine-tune your AWS Glue jobs for performance, efficiency ,and cost-optimization. Let’s dive in!

Metrics 89

Metrics Dashboards Metadata Visualization 89

Smart Data Collective

MARCH 6, 2022

Are you looking to use business intelligence to optimize business and security operations? Read on for an explanation and analysis of how business intelligence can leverage data to guide optimizing business and security operations. How BI Can Help To Optimize Business And Security Operations By Leveraging Building Data.

Business Intelligence 111

Business Intelligence Big Data Internet of Things Optimization 111

IBM Big Data Hub

NOVEMBER 13, 2023

Understanding legacy applications Legacy applications, in the context of information technology, refer to systems that have been in use for an extended period and typically exhibit the following characteristics: Outdated technology: Legacy applications often rely on outdated technology, which means they were built using older tools and systems.

Cost-Benefit 96

Cost-Benefit Digital Transformation Software Strategy 96

AWS Big Data

MARCH 12, 2024

Our commitment to efficiency is unwavering, and we’ve undertaken an exciting initiative to optimize our batch processing jobs. In this journey, we have identified a structured approach that we refer to as the seven layers of improvement opportunities. This methodology has become our guide in the pursuit of efficiency.

Cost-Benefit 95

Cost-Benefit Optimization Big Data Metrics 95

IBM Big Data Hub

MARCH 28, 2024

Today, most enterprise organizations combine hybrid cloud with multicloud , which refers to using different services from multiple cloud service providers. A multicloud setting helps clients avoid vendor lock-in and allows them to run the most optimal computing environment for each workload. Zoom, Adobe, Salesforce).

Enterprise 100

Enterprise Cost-Benefit Data Processing Software 100

CIO Business Intelligence

MAY 16, 2024

The agency uses a set of indicators based on the European Commission’s ESG KPIs, and adapted to the real estate world to measure activity impact. The company has also implemented a digital procurement platform to optimize management processes, and increase traceability.

Digital Transformation 83

Digital Transformation Data-driven Cost-Benefit Management 83

IBM Big Data Hub

MAY 17, 2024

Cloud adoption maturity model This maturity model helps measure an organization’s cloud maturity in aggregate. Optimized: Cloud environments are now working efficiently and every new use case follows the same foundation set forth by the organdization. Service ownership is established and distributed to self-sufficient teams.

Modeling 91

Modeling Cost-Benefit Optimization Digital Transformation 91

Smart Data Collective

NOVEMBER 26, 2021

Data analytics refers to the systematic computational analysis of statistics or data. With it, you can measure your key performance indicators quickly and more objectively than traditional methods. Now more than ever, creating optimal consumer experiences is important to drive more business traffic and win more sales.

Marketing 110

Marketing Data Analytics Key Performance Indicator Analytics 110

CIO Business Intelligence

MAY 1, 2024

Adoption of Copilot so far tends to be in what he refers to as pockets, which matches how McKinsey reports that most gen AI deployments are happening in specific departments: marketing and sales, service and support, and product development. What are you measuring? That’s looking at it the wrong way round.”

Cost-Benefit 135

Cost-Benefit Metrics Insurance Measurement 135

Smart Data Collective

JULY 16, 2023

According to a report by Dataversity , a growing number of hedge funds are utilizing data analytics to optimize their rick profiles and increase their ROI. When employing a comprehensive risk management approach, fund managers can proactively take pre-emptive measures to protect their funds.

ROI 71

ROI Data Analytics Analytics Risk Management 71

AWS Big Data

AUGUST 14, 2023

How do we define “risk” and “value” in the context of data products, and how can we measure this? Earlier in their lifecycle, data products may be measured by alternative metrics, including adoption (number of consumers) and level of activity (releases, interaction with consumers, and so on).

Management 81

Management Risk Measurement Optimization 81