David Menninger's Analyst Perspectives

MARCH 31, 2022

I have written previously that the world of data and analytics will become more and more centered around real-time, streaming data. Technology advances now enable organizations to process and analyze information as it is being collected to respond in real time to opportunities and threats.

Internet of Things 144

Internet of Things Dashboards Analytics IoT 144

Rocket-Powered Data Science

SEPTEMBER 25, 2022

I was asked by the publisher to provide an editorial review of the book “Building Industrial Digital Twins: Design, develop, and deploy digital twin solutions for real-world industries using Azure Digital Twins“, by Shyam Varan Nath and Pieter van Schalkwyk. Let us begin…. The digital twin is more than a data collector.

Diagnostic Analytics 214

Diagnostic Analytics Prescriptive Analytics Internet of Things IoT 214

AWS Big Data

APRIL 12, 2024

Today’s fast-paced world demands timely insights and decisions, which is driving the importance of streaming data. Streaming data refers to data that is continuously generated from a variety of sources. Snowflake offers two options to bring streaming data into its platform: Snowpipe and Snowflake Snowpipe Streaming.

Data Architecture 89

Data Architecture IoT Internet of Things Recreation/Entertainment 89

O'Reilly on Data

FEBRUARY 4, 2019

In a recent survey , we explored how companies were adjusting to the growing importance of machine learning and analytics, while also preparing for the explosion in the number of data sources. One of the newer systems is Apache Pulsar , a promising new messaging system that unifies queuing and streaming.

Machine Learning 277

Machine Learning Enterprise IoT Big Data 277

IBM Big Data Hub

FEBRUARY 12, 2024

Recognizing the need to harness real-time data, businesses are increasingly turning to event-driven architecture (EDA) as a strategic approach to stay ahead of the curve. Recognizing the need to harness real-time data, businesses are increasingly turning to event-driven architecture (EDA) as a strategic approach to stay ahead of the curve.

Data-driven 86

Data-driven Cost-Benefit Uncertainty Technology 86

datapine

MAY 2, 2023

Table of Contents 1) Benefits Of Big Data In Logistics 2) 10 Big Data In Logistics Use Cases Big data is revolutionizing many fields of business, and logistics analytics is no exception. According to studies, 92% of data leaders say their businesses saw measurable value from their data and analytics investments. Did you know?

Big Data 275

Big Data Cost-Benefit Internet of Things Optimization 275

AWS Big Data

MARCH 21, 2024

They have to reliably capture, process, analyze, and load the data into a myriad of data stores, all in real time. They have to reliably capture, process, analyze, and load the data into a myriad of data stores, all in real time. Apache Kafka is a popular choice for these real-time streaming needs.

Data Lake 93

Data Lake Management Modeling Optimization 93

Smart Data Collective

DECEMBER 1, 2022

The world of big data is constantly changing and evolving, and 2021 is no different. As we look ahead to 2022, there are four key trends that organizations should be aware of when it comes to big data: cloud computing, artificial intelligence, automated streaming analytics, and edge computing. The Rise of Streaming Analytics.

Big Data 141

Big Data Internet of Things Data-driven IoT 141

Smart Data Collective

SEPTEMBER 15, 2021

In a rapidly digitizing world, data is a crucial thing to both individuals and organizations. One of the recent developments in digital technology is streaming data in real-time. Data streaming is all about processing and analyzing data that keeps on flowing from a particular source to a destination in almost real-time.

IoT 111

IoT Business Objectives Software Manufacturing 111

CIO Business Intelligence

JUNE 29, 2022

Enterprises across industries have been obsessed with real-time analytics for some time. The insights provided by analytics “in the moment” can uncover valuable information in customer interactions and alert users or trigger responses as events happen. Learn more about DataStax Astra Streaming , which is now generally available.

Interactive 98

Interactive Data-driven Data Architecture Software 98

datapine

APRIL 14, 2022

When you think of big data, you usually think of applications related to banking, healthcare analytics , or manufacturing. After all, these are some pretty massive industries with many examples of big data analytics, and the rise of business intelligence software is answering what data management needs. Real World Success Case.

Big Data 244

Big Data Recreation/Entertainment Analytics Data-driven 244

Rocket-Powered Data Science

MARCH 19, 2019

We often think of analytics on large scales, particularly in the context of large data sets (“Big Data”). However, there is a growing analytics sector that is focused on the smallest scale. That is the scale of digital sensors — driving us into the new era of sensor analytics. But not any longer.

Big Data 186

Big Data Analytics Machine Learning Internet of Things 186

AWS Big Data

SEPTEMBER 13, 2023

Streaming data has become an indispensable resource for organizations worldwide because it offers real-time insights that are crucial for data analytics. The escalating velocity and magnitude of collected data has created a demand for real-time analytics.

Data Processing 88

Data Processing Management Interactive Metadata 88

Smart Data Collective

NOVEMBER 15, 2022

While live streaming and video marketing have long been a part of a marketers toolkit, the prolonged lockdowns, social distancing, and travel bans over the course of the pandemic helped thrust it into the limelight, resulting in widespread adoption and since making it indispensable for business. . Why Run A Webinar At All?

Marketing 114

Marketing B2B Sales Data Processing 114

AWS Big Data

AUGUST 3, 2023

Data analytics on operational data at near-real time is becoming a common need. In most real-world use cases, it’s important to replicate the data from the relational database source to the target in real time. AWS Glue natively supports continuous write operations for streaming data to Apache Hudi-based tables.

Data Lake 76

Data Lake Visualization Dashboards Insurance 76

Smart Data Collective

AUGUST 30, 2022

Data streaming. Companies must take advantage of the information about their customers to stay updated and respond in real-time for quick decision-making. Cloud computing ( [link] ) can be used to support real-time data streams for better business decision-making. The market for cloud technology is booming.

Technology 135

Technology Enterprise Cost-Benefit Testing 135

Cloudera

SEPTEMBER 15, 2021

That’s where you find the ability to empower IoT devices to respond to events in real time by capturing and analyzing the relevant data. Edge computing relies on squeezing the power and functionality of a data center into a micro site as close to data sources as possible to enable real-time tasks. Real-time Demands.

IoT 121

IoT Analytics Internet of Things Data Lake 121

Cloudera

JUNE 28, 2022

In a previous blog of this series, Turning Streams Into Data Products , we talked about the increased need for reducing the latency between data generation/ingestion and producing analytical results and insights from this data. Building real-time streaming analytics data pipelines requires the ability to process data in the stream.

Dashboards 85

Dashboards Machine Learning Statistics KPI 85

AWS Big Data

MARCH 13, 2024

Many organizations around the world rely on the use of physical assets, such as vehicles, to deliver a service to their end-customers. By combining historical vehicle location data with information from other sources, the company can devise empirical approaches for better decision-making. The ingestion approach is not in scope of this post.

Analytics 91

Analytics IoT Metadata Internet of Things 91

IBM Big Data Hub

JANUARY 3, 2024

But what about in the world of voice? Enter the world of Large Speech Models, or LSMs. Purpose-built for customer care use cases like self-service phone assistants and real-time call transcription, our LSM delivers highly advanced transcriptions out-of-the-box to create a seamless customer experience.

Modeling 108

Modeling Interactive Metrics Testing 108

Cloudera

JULY 21, 2022

As creators and experts in Apache Druid, Rill understands the data store’s importance as the engine for real-time, highly interactive analytics. As creators and experts in Apache Druid, Rill understands the data store’s importance as the engine for real-time, highly interactive analytics.

Metrics 87

Metrics Slice and Dice Data Warehouse Dashboards 87

AWS Big Data

JUNE 28, 2023

Furthermore, the time required to build or change pipelines makes the data unfit for near-real-time use cases such as detecting fraudulent transactions, placing online ads, and tracking passenger train schedules. Data is at the center of every application, process, and business decision. Challenges with ETL What is ETL?

Analytics 66

Analytics Data Warehouse Data Lake Data-driven 66

AWS Big Data

JANUARY 26, 2023

Amazon Kinesis Data Analytics is the easiest way to transform and analyze streaming data in real time using Apache Flink. Apache Flink is a popular open-source framework and distributed processing engine for stateful computations over unbounded and bounded data streams.

Data Analytics 82

Data Analytics Analytics IoT Publishing 82

Sisense

OCTOBER 15, 2020

We live in a world of data: There’s more of it than ever before, in a ceaselessly expanding array of forms and locations. Dealing with Data is your window into the ways data teams are tackling the challenges of this new world to help their companies and their customers thrive. Streaming data analytics is expected to grow into a $38.6

Dashboards 98

Dashboards IoT Optimization Internet of Things 98

IBM Big Data Hub

OCTOBER 30, 2023

IBM, a pioneer in data analytics and AI, offers watsonx.data, among other technologies, that makes possible to seamlessly access and ingest massive sets of structured and unstructured data. Real-world Business Solutions The real value of any technology is measured by its impact on real-world problems.

Insurance 86

Insurance Data Warehouse Data-driven Unstructured Data 86

CIO Business Intelligence

JULY 12, 2023

Technology has always been an essential enabler of that mission—and more recently, AI has played a critical role in improving the production of Pampers, one of the best-known brands in the world. The manufacturing process for Pampers requires more than 40 separate glue streams to assemble each diaper.

Manufacturing 98

Manufacturing Cost-Benefit Data Lake Optimization 98

Smart Data Collective

OCTOBER 1, 2022

We have previously talked about ways that big data is changing the world of sports. Formula 1 has also embraced analytics. Back in the 1980s, teams were using telemetry to stream information from the car to the pit team. Formula 1 teams are among those most affected. of performance improvement.

Big Data 130

Big Data Statistics Metrics Analytics 130

CIO Business Intelligence

OCTOBER 5, 2023

Foundry’s CIO Tech Priorities 2023 found that IT leaders are investing in technologies that provide greater efficiencies, better security, and improved end-user experience, with most actively researching or piloting projects around artificial intelligence (AI) and machine learning, data analytics, automation, and IT/OT intelligence.

Technology 126

Technology Digital Transformation Data-driven Modeling 126

CIO Business Intelligence

JUNE 9, 2023

But head starts don’t need to take years to make a difference, especially in the fast-moving world of technology where the window of opportunity is much shorter. For many organizations, the real challenge is quantifying the ROI benefits of data management in terms of dollars and cents. The same is true in education.

Strategy 116

Strategy Management Key Performance Indicator ROI 116

CIO Business Intelligence

JANUARY 12, 2023

Answering these concerns, smart factories are moving to another edge: edge computing, where operational data from Internet of Things (IoT) sensors can be collected and processed for insights in near-real-time. The sheer volume of data available, for instance, prompts heightened expectations for real-time insights. A lot of it.

Manufacturing 75

Manufacturing Technology IoT Internet of Things 75

Cloudera

JANUARY 20, 2021

Most of what is written though has to do with the enabling technology platforms (cloud or edge or point solutions like data warehouses) or use cases that are driving these benefits (predictive analytics applied to preventive maintenance, financial institution’s fraud detection, or predictive health monitoring as examples) not the underlying data.

Digital Transformation 109

Digital Transformation Manufacturing Data Warehouse Predictive Analytics 109

Cloudera

APRIL 19, 2023

With the vast amount of data collected from customers, transactions, and market movements, among other sources, this abundance offers tremendous potential for financial institutions to extract valuable insights that can inform business decisions, improve customer service, and create new revenue streams.

Data-driven 72

Data-driven Data Architecture Measurement Risk 72

CIO Business Intelligence

MAY 16, 2022

From the factory floor to online commerce sites and containers shuttling goods across the global supply chain, the proliferation of data collected at the edge is creating opportunities for real-time insights that elevate decision-making. The concept of the edge is not new, but its role in driving data-first business is just now emerging.

IoT 98

IoT Data Warehouse Internet of Things Machine Learning 98

Smart Data Collective

JUNE 7, 2019

With today’s technology, there’s an increasing demand for stream processing. Data, for instance, has to be processed fast so that the companies can keep up to the changing business and market conditions in real time. Read this article as we’ll tackle what big data and stream processing are. What is Stream Processing?

Big Data 81

Big Data Marketing Cost-Benefit Unstructured Data 81

IBM Big Data Hub

APRIL 25, 2024

In the world dictated by these kinds of ecommerce sales and touch points, an effective ecommerce strategy might prioritize releasing new products on early iterations of social media, or retargeting consumers across marketing channels with an email marketing campaign.

Strategy 92

Strategy Sales Marketing Consulting 92

Cloudera

JUNE 7, 2022

We live in a hybrid data world. As the company who taught the world the value of big data, we always knew it would be. Also, Cloudera DataFlow is rated highly in the GigaOm Radar for Streaming Data Platforms. Impressive, but dwarfed by the amount of unstructured data, cloud data, and machine data – another 50 ZB.

IT 112

IT Data Architecture Unstructured Data Big Data 112

BizAcuity

NOVEMBER 15, 2022

There is AI generated content for scaling content generation and SEO ranking as well as advanced AI-powered marketing analytics to target and retain customers. In our previous blog, we discussed the advantages of implementing AI for businesses. Now it’s time to discuss leveraging AI for Ecommerce marketing in various ways.

Marketing 98

Marketing Machine Learning Strategy Data-driven 98