Analytics, Big Data, Systems and Technology - Technology Performance Pulse

Revolutionizing System Testing With AI and ML

DZone

JUNE 6, 2023

The digital transformation of businesses involves the adoption of digital technologies to change the way companies operate and deliver value to their customers. This can include the use of cloud computing, artificial intelligence, big data analytics, the Internet of Things (IoT), and other digital tools.

Artificial Intelligence

Artificial Intelligence Systems IoT Testing

What is software automation? Optimize the software lifecycle with intelligent automation

Dynatrace

JUNE 26, 2023

In what follows, we define software automation as well as software analytics and outline their importance. What is software analytics? This involves big data analytics and applying advanced AI and machine learning techniques, such as causal AI. We also discuss the role of AI for IT operations (AIOps) and more.

Software

Software Software Analytics Big Data

In-Stream Big Data Processing

Highly Scalable

AUGUST 20, 2013

The shortcomings and drawbacks of batch-oriented data processing were widely recognized by the Big Data community quite a long time ago. This system has been designed to supplement and succeed the existing Hadoop-based system that had too high latency of data processing and too high maintenance costs.

Big Data

Big Data Processing Lambda Database

Data Engineers of Netflix?—?Interview with Pallavi Phadnis

The Netflix TechBlog

OCTOBER 28, 2021

During earlier years of my career, I primarily worked as a backend software engineer, designing and building the backend systems that enable big data analytics. I developed many batch and real-time data pipelines using open source technologies for AOL Advertising and eBay.

Data Engineering

Data Engineering Engineering Big Data Software Engineering

Driving down the cost of Big-Data analytics - All Things Distributed

All Things Distributed

AUGUST 18, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Driving down the cost of Big-Data analytics. The Amazon Elastic MapReduce (EMR) team announced today the ability to seamlessly use Amazon EC2 Spot Instances with their service, significantly driving down the cost of data analytics in the cloud.

Big Data

Big Data Analytics AWS Cloud

What is ITOps? Why IT operations is more crucial than ever in a multicloud world

Dynatrace

DECEMBER 15, 2022

As more organizations adopt cloud-native technologies, traditional approaches to IT operations have been evolving. Complex cloud computing environments are increasingly replacing traditional data centers. In fact, Gartner estimates that 80% of enterprises will shut down their on-premises data centers by 2025. So, what is ITOps?

Artificial Intelligence

Artificial Intelligence DevOps Hardware Virtualization

What is container orchestration?

Dynatrace

MARCH 24, 2023

Containers enable developers to package microservices or applications with the libraries, configuration files, and dependencies needed to run on any infrastructure, regardless of the target system environment. This means organizations are increasingly using Kubernetes not just for running applications, but also as an operating system.

Infrastructure

Infrastructure Open Source Operating System Cloud

Using Real-Time Digital Twins for Aggregate Analytics

ScaleOut Software

JUNE 15, 2020

When analyzing telemetry from a large population of data sources, such as a fleet of rental cars or IoT devices in “smart cities” deployments, it’s difficult if not impossible for conventional streaming analytics platforms to track the behavior of each individual data source and derive actionable information in real time.

Analytics

Analytics IoT Lambda Big Data

Using Real-Time Digital Twins for Aggregate Analytics

ScaleOut Software

JUNE 15, 2020

When analyzing telemetry from a large population of data sources, such as a fleet of rental cars or IoT devices in “smart cities” deployments, it’s difficult if not impossible for conventional streaming analytics platforms to track the behavior of each individual data source and derive actionable information in real time.

Analytics

Analytics IoT Lambda Big Data

The Need for Real-Time Device Tracking

ScaleOut Software

JULY 19, 2021

Real-Time Device Tracking with In-Memory Computing Can Fill an Important Gap in Today’s Streaming Analytics Platforms. The Limitations of Today’s Streaming Analytics. How are we managing the torrent of telemetry that flows into analytics systems from these devices? The list goes on.

IoT

IoT Analytics Big Data Architecture

What is a Distributed Storage System

Scalegrid

FEBRUARY 8, 2024

A distributed storage system is foundational in today’s data-driven landscape, ensuring data spread over multiple servers is reliable, accessible, and manageable. This guide delves into how these systems work, the challenges they solve, and their essential role in businesses and technology.

Storage

Storage Systems Big Data Azure

How Netflix uses eBPF flow logs at scale for network insight

The Netflix TechBlog

JUNE 7, 2021

Cloud Network Insight is a suite of solutions that provides both operational and analytical insight into the cloud network infrastructure to address the identified problems. Network Availability: The expected continued growth of our ecosystem makes it difficult to understand our network bottlenecks and potential limits we may be reaching.

Network

Network Transportation AWS Cloud

What is IT operations analytics? Extract more data insights from more sources

Dynatrace

MAY 1, 2023

With 99% of organizations using multicloud environments , effectively monitoring cloud operations with AI-driven analytics and automation is critical. IT operations analytics (ITOA) with artificial intelligence (AI) capabilities supports faster cloud deployment of digital products and services and trusted business insights.

Analytics

Analytics Artificial Intelligence Big Data Open Source

Use Digital Twins for the Next Generation in Telematics

ScaleOut Software

NOVEMBER 24, 2020

Real-Time Digital Twins Can Add Important New Capabilities to Telematics Systems and Eliminate Scalability Bottlenecks. The volume of incoming telemetry challenges current telematics systems to keep up and quickly make sense of all the data. Current Telematics Architecture.

Analytics

Analytics Architecture Scalability Software Architecture

Track Thousands of Assets in a Time of Crisis Using Real-Time Digital Twins

ScaleOut Software

APRIL 3, 2020

What’s missing is a flexible, fast, and easy-to-use software system that can be quickly adapted to track these assets in real time and provide immediate answers for logistics managers. Within seconds, the software performs aggregate analysis of this data for all real-time digital twins.

Logistics

Logistics Analytics Scalability Cloud

Track Thousands of Assets in a Time of Crisis Using Real-Time Digital Twins

ScaleOut Software

APRIL 3, 2020

What’s missing is a flexible, fast, and easy-to-use software system that can be quickly adapted to track these assets in real time and provide immediate answers for logistics managers. Within seconds, the software performs aggregate analysis of this data for all real-time digital twins.

Logistics

Logistics Analytics Scalability Cloud

Any analysis, any time: Dynatrace Log Management and Analytics powered by Grail

Dynatrace

OCTOBER 4, 2022

Log management and analytics is an essential part of any organization’s infrastructure, and it’s no secret the industry has suffered from a shortage of innovation for several years. Several pain points have made it difficult for organizations to manage their data efficiently and create actual value.

Analytics

Analytics Artificial Intelligence Storage Serverless

Rethinking the 'production' of data

All Things Distributed

DECEMBER 20, 2017

Take the example of industrial manufacturing: in prototyping, drafts for technologically complex products are no longer physically produced; rather, their characteristics can be tested in a purely virtual fashion at every location across the globe by using simulations. Customers provide feedback online immediately after their purchase.

Artificial Intelligence

Artificial Intelligence Social Media Logistics AWS

The AWS GovCloud (US) Region - All Things Distributed

All Things Distributed

AUGUST 16, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Government and Big Data. One particular early use case for AWS GovCloud (US) will be massive data processing and analytics. AWS GovCloud (US) will be used by several of these agencies to help them with their Bigger-than-Big-Data needs.

AWS

AWS Government Big Data Cloud

Expanding the Cloud - AWS Import/Export Support for Amazon EBS.

All Things Distributed

JULY 7, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Amazon Import/Export is an important tool for customers to accelerate moving large amounts of data into the AWS storage systems. Driving down the cost of Big-Data analytics. All Things Distributed. Comments (). Contact Info.

AWS

AWS Cloud Storage Internet

Expanding the Cloud - Introducing Amazon ElastiCache - All Things.

All Things Distributed

AUGUST 22, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Systems that make extensive use of caching almost all report a significant reduction in the cost of their database tier. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology.

Cloud

Cloud Cache AWS Storage

Job Openings in AWS - Senior Leader in Database Services - All.

All Things Distributed

AUGUST 19, 2011

Werner Vogels weblog on building scalable and robust distributed systems. The ideal candidate will be someone who has built and ran large scale distributed systems and/or databases. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. Comments ().

AWS

AWS Database Storage Scalability

Hacking with AWS at The Next Web Hackaton - All Things Distributed

All Things Distributed

MARCH 24, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Over the past years The Next Web Conference has become a premier conference on internet life and its technologies. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. Comments ().

AWS

AWS Internet Internet Storage

Introducing the AWS South America - All Things Distributed

All Things Distributed

DECEMBER 14, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. Expanding the Cloud â?? Introducing the AWS South America (Sao Paulo) Region. Comments (). APAC Summer Tour.

AWS

AWS Latency Storage Big Data

AWS Elastic Beanstalk: A Quick and Simple Way into the Cloud - All.

All Things Distributed

JANUARY 19, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Flexibility is one of the key principles of Amazon Web Services - developers can select any programming language and software package, any operating system, any middleware and any database to build systems and applications that meet their requirements.

AWS

AWS Cloud Java Operating System

40+ Best Web Development Blogs of 2018

KeyCDN

OCTOBER 2, 2018

New technologies, libraries, and techniques are continuously emerging and if you want to stay on top of all these changes you will need to immerse yourself in communities, groups, and conferences all revolving around web development. Use it to find inspiration, learn how to pitch projects or simply keep up with new technologies.

Development

Development Website Design Code

Expanding the Cloud - Introducing the AWS Asia Pacific (Tokyo.

All Things Distributed

MARCH 2, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. Expanding the Cloud - Introducing the AWS Asia Pacific (Tokyo) Region. Comments (). APAC Summer Tour.

AWS

AWS Cloud Games Latency

Free at Last - A Fully Self-Sustained Blog Running in Amazon S3.

All Things Distributed

FEBRUARY 23, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. Free at Last - A Fully Self-Sustained Blog Running in Amazon S3. Comments (). APAC Summer Tour.

AWS

AWS Storage Big Data Servers

Driving Bandwidth Cost Down for AWS Customers. - All Things.

All Things Distributed

JUNE 29, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. Driving Bandwidth Cost Down for AWS Customers. By Werner Vogels on 29 June 2011 09:55 AM. Comments ().

AWS

AWS Retail Innovation Strategy

Seven benefits of AIOps to transform your business operations

Dynatrace

JULY 5, 2022

AIOps combines big data and machine learning to automate key IT operations processes, including anomaly detection and identification, event correlation, and root-cause analysis. Like the development and design phases, these applications generate massive data volumes that offer relevant and actionable insights.

Artificial Intelligence

Artificial Intelligence Cloud Innovation Strategy

Expanding the Cloud with DNS - Introducing Amazon Route 53 - All.

All Things Distributed

DECEMBER 5, 2010

Werner Vogels weblog on building scalable and robust distributed systems. I am very excited that today we have launched Amazon Route 53, a high-performance and highly-available Domain Name System (DNS) service. Naming is one of the fundamental concepts in Distributed Systems. By Werner Vogels on 05 December 2010 02:00 PM.

Cloud

Cloud Internet Internet AWS

From the Archives - Gapingvoid's Nobody Cares - All Things.

All Things Distributed

FEBRUARY 27, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. From the Archives - Gapingvoids Nobody Cares. By Werner Vogels on 27 February 2011 11:28 PM. Comments ().

AWS

AWS Storage Big Data Scalability

Expanding the Cloud - Cluster Compute Instances for Amazon EC2.

All Things Distributed

JULY 13, 2010

Werner Vogels weblog on building scalable and robust distributed systems. During my academic career, I spent many years working on HPC technologies such as user-level networking interfaces, large scale high-speed interconnects, HPC software stacks, etc. Not just for HPC but for mission critical enterprise systems such as OLTP.

Cloud

Cloud AWS Automotive Latency

No Server Required - Jekyll & Amazon S3 - All Things Distributed

All Things Distributed

AUGUST 17, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Amazon S3 is much more than just storage; the network and distributed systems infrastructure to ensure that content can be served fast and at high rates without customers impacting each other, is amazing. Driving down the cost of Big-Data analytics.

Servers

Servers Social Media AWS Website

DROAM - Dreaming about Cheap Data Roaming - All Things.

All Things Distributed

JANUARY 11, 2011

Werner Vogels weblog on building scalable and robust distributed systems. DROAM - Dreaming about Cheap Data Roaming. The one thing that I have always struggled with during my travels are the data plans of the cell phone companies. Driving down the cost of Big-Data analytics. All Things Distributed.

Wireless

Wireless AWS Internet Internet

Mastering Hybrid Cloud Strategy

Scalegrid

MARCH 14, 2024

Understanding Hybrid Cloud Strategy A hybrid cloud merges the capabilities of public and private clouds into a singular, coherent system. This combination allows for the fluid movement of data and applications across different environments, facilitating shared workloads seamlessly. The tool must be compatible with your current systems.

Strategy

Strategy Cloud Artificial Intelligence Infrastructure

Reboot - All Things Distributed

All Things Distributed

SEPTEMBER 29, 2010

Werner Vogels weblog on building scalable and robust distributed systems. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. By Werner Vogels on 29 September 2010 07:50 AM. Comments (). No Server Required - Jekyll & Amazon S3.

AWS

AWS Storage Big Data Scalability

Spot Instances - Increased Control - All Things Distributed

All Things Distributed

JULY 11, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. Spot Instances - Increased Control. By Werner Vogels on 11 July 2011 07:22 AM. Comments (). APAC Summer Tour.

AWS

AWS Storage Cloud Big Data

APAC Summer Tour - All Things Distributed

All Things Distributed

JULY 3, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. APAC Summer Tour. By Werner Vogels on 03 July 2011 03:57 PM. Comments (). Spot Instances - Increased Control.

AWS

AWS Storage Big Data Cloud

Data Movement in Netflix Studio via Data Mesh

The Netflix TechBlog

JULY 26, 2021

This happens at an unprecedented scale and introduces many interesting challenges; one of the challenges is how to provide visibility of Studio data across multiple phases and systems to facilitate operational excellence and empower decision making. tactical) in nature. Currently Iceberg sink is appended only.

Big Data

Big Data Government Analytics Processing

New Route 53 and ELB features: IPv6, Zone Apex, WRR and more.

All Things Distributed

MAY 24, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. New Route 53 and ELB features: IPv6, Zone Apex, WRR and more. By Werner Vogels on 24 May 2011 05:26 AM.

Internet

Internet Internet AWS Scalability

Around the World in 28 Days - All Things Distributed

All Things Distributed

SEPTEMBER 30, 2010

Werner Vogels weblog on building scalable and robust distributed systems. Mumbai on October 20 with Patni , Inxs Technologies and India Games. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. Around the World in 28 Days.

AWS

AWS Storage Cloud Best Practices

I am looking for new application and platform services - All Things.

All Things Distributed

APRIL 23, 2010

Werner Vogels weblog on building scalable and robust distributed systems. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. I am looking for new application and platform services. By Werner Vogels on 22 April 2010 05:17 PM.

AWS

AWS Storage Cloud Big Data

Expanding the Cloud - New AWS Region: US-West (Northern.

All Things Distributed

DECEMBER 3, 2009

Werner Vogels weblog on building scalable and robust distributed systems. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. Expanding the Cloud - New AWS Region: US-West (Northern California). Comments (). APAC Summer Tour.

AWS

AWS Cloud Latency Storage

Revolutionizing System Testing With AI and ML

What is software automation? Optimize the software lifecycle with intelligent automation

Trending Sources

In-Stream Big Data Processing

Data Engineers of Netflix?—?Interview with Pallavi Phadnis

Driving down the cost of Big-Data analytics - All Things Distributed

What is ITOps? Why IT operations is more crucial than ever in a multicloud world

What is container orchestration?

Using Real-Time Digital Twins for Aggregate Analytics

Using Real-Time Digital Twins for Aggregate Analytics

The Need for Real-Time Device Tracking

What is a Distributed Storage System

How Netflix uses eBPF flow logs at scale for network insight

What is IT operations analytics? Extract more data insights from more sources

Use Digital Twins for the Next Generation in Telematics

Track Thousands of Assets in a Time of Crisis Using Real-Time Digital Twins

Track Thousands of Assets in a Time of Crisis Using Real-Time Digital Twins

Any analysis, any time: Dynatrace Log Management and Analytics powered by Grail

Rethinking the 'production' of data

The AWS GovCloud (US) Region - All Things Distributed

Expanding the Cloud - AWS Import/Export Support for Amazon EBS.

Expanding the Cloud - Introducing Amazon ElastiCache - All Things.

Job Openings in AWS - Senior Leader in Database Services - All.

Hacking with AWS at The Next Web Hackaton - All Things Distributed

Introducing the AWS South America - All Things Distributed

AWS Elastic Beanstalk: A Quick and Simple Way into the Cloud - All.

40+ Best Web Development Blogs of 2018

Expanding the Cloud - Introducing the AWS Asia Pacific (Tokyo.

Free at Last - A Fully Self-Sustained Blog Running in Amazon S3.

Driving Bandwidth Cost Down for AWS Customers. - All Things.

Seven benefits of AIOps to transform your business operations

Expanding the Cloud with DNS - Introducing Amazon Route 53 - All.

From the Archives - Gapingvoid's Nobody Cares - All Things.

Expanding the Cloud - Cluster Compute Instances for Amazon EC2.

No Server Required - Jekyll & Amazon S3 - All Things Distributed

DROAM - Dreaming about Cheap Data Roaming - All Things.

Mastering Hybrid Cloud Strategy

Reboot - All Things Distributed

Spot Instances - Increased Control - All Things Distributed

APAC Summer Tour - All Things Distributed

Data Movement in Netflix Studio via Data Mesh

New Route 53 and ELB features: IPv6, Zone Apex, WRR and more.

Around the World in 28 Days - All Things Distributed

I am looking for new application and platform services - All Things.

Expanding the Cloud - New AWS Region: US-West (Northern.

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