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

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

Kubernetes in the wild report 2023

Dynatrace

JANUARY 16, 2023

While Kubernetes is still a relatively young technology, a large majority of global enterprises use it to run business-critical applications in production. Findings provide insights into Kubernetes practitioners’ infrastructure preferences and how they use advanced Kubernetes platform technologies. Java, Go, and Node.js

Open Source

Open Source Java Operating System Programming

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

Migrating Critical Traffic At Scale with No Downtime?—?Part 1

The Netflix TechBlog

MAY 4, 2023

Behind the scenes, a myriad of systems and services are involved in orchestrating the product experience. These backend systems are consistently being evolved and optimized to meet and exceed customer and product expectations. This technique facilitates validation on multiple fronts.

Traffic

Traffic Latency Tuning Systems

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 Scalability

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

Ensuring Performance, Efficiency, and Scalability of Digital Transformation

Alex Podelko

DECEMBER 19, 2019

So here is the list of 21 sessions on my “to attend” list (check the full agenda as you may be interested in another topics and technologies – and there many more great sessions there) – in the same random order they are in the list of sessions). Boris has unique expertise in that area – especially in Big Data applications.

Efficiency

Efficiency Artificial Intelligence Scalability Performance

How Netflix uses eBPF flow logs at scale for network insight

The Netflix TechBlog

JUNE 7, 2021

The data is also used by security and other partner teams for insight and incident analysis. Summary Providing network insight into the cloud network infrastructure using eBPF flow logs at scale is made possible with eBPF and a highly scalable and efficient flow collection pipeline.

Network

Network Transportation AWS Cloud

The Need for Real-Time Device Tracking

ScaleOut Software

JULY 19, 2021

How are we managing the torrent of telemetry that flows into analytics systems from these devices? If temperature-sensitive cargo in a long haul truck is about to be impacted by an erratic refrigeration system with known erratic behavior and repair history, the driver needs to be informed immediately. The list goes on.

IoT

IoT Analytics Big Data Architecture

Post: InterviewCamp.io, Scrapinghub, Fauna, Sisu, Educative, PA File Sight, Etleap, Triplebyte, Stream

High Scalability

MARCH 30, 2020

has hours of system design content. They also do live system design discussions every week. Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). Level up on in-demand technologies and prep for your interviews on Educative.io, featuring popular courses like the bestselling Grokking the System Design Interview.

Education

Education Software Engineering Engineering Big Data

Post: Scrapinghub, Fauna, Sisu, Educative, PA File Sight, Etleap, Triplebyte, Stream

High Scalability

MARCH 24, 2020

Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). You will be designing and implementing distributed systems : large-scale web crawling platform, integrating Deep Learning based web data extraction components, working on queue algorithms, large datasets, creating a development platform for other company departments, etc.

Education

Education Software Engineering Engineering Big Data

Current status, needs, and challenges in Heterogeneous and Composable Memory from the HCM workshop (HPCA’23)

ACM Sigarch

MAY 31, 2023

Introduction Memory systems are evolving into heterogeneous and composable architectures. Heterogeneous and Composable Memory (HCM) offers a feasible solution for terabyte- or petabyte-scale systems, addressing the performance and efficiency demands of emerging big-data applications. The recently announced CXL3.0

Latency

Latency Hardware Cache Architecture

Expanding the Cloud – An AWS Region is coming to Hong Kong

All Things Distributed

JUNE 20, 2017

The new region will give Hong Kong-based businesses, government organizations, non-profits, and global companies with customers in Hong Kong, the ability to leverage AWS technologies from data centers in Hong Kong. The new AWS Asia Pacific (Hong Kong) Region will have three Availability Zones and be ready for customers for use in 2018.

AWS

AWS Logistics Cloud Social Media

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

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

Using Real-Time Digital Twins for Aggregate Analytics

ScaleOut Software

JUNE 15, 2020

Instead, most applications just sift through the telemetry for patterns that might indicate exceptional conditions and forward the bulk of incoming messages to a data lake for offline scrubbing with a big data tool such as Spark. Maintain State Information for Each Data Source.

Analytics

Analytics IoT Lambda Big Data

Using Real-Time Digital Twins for Aggregate Analytics

ScaleOut Software

JUNE 15, 2020

Instead, most applications just sift through the telemetry for patterns that might indicate exceptional conditions and forward the bulk of incoming messages to a data lake for offline scrubbing with a big data tool such as Spark. Maintain State Information for Each Data Source.

Analytics

Analytics IoT Lambda Big Data

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

Dynatrace

MAY 1, 2023

Additionally, ITOA gathers and processes information from applications, services, networks, operating systems, and cloud infrastructure hardware logs in real time. Then, big data analytics technologies, such as Hadoop, NoSQL, Spark, or Grail, the Dynatrace data lakehouse technology, interpret this information.

Analytics

Analytics Artificial Intelligence Big Data Open Source

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. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. All Things Distributed. Comments ().

Cloud

Cloud Cache AWS Storage

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. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. All Things Distributed.

AWS

AWS Cloud Storage Internet

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 Scalability

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. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Driving down the cost of Big-Data analytics.

AWS

AWS Database Storage Scalability

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

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. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Driving down the cost of Big-Data analytics.

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. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. Comments ().

AWS

AWS Latency Storage Big Data

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

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

Expanding the Cloud ? Managing Cold Storage with Amazon Glacier

All Things Distributed

AUGUST 20, 2012

Werner Vogels weblog on building scalable and robust distributed systems. From selecting the right technology, to maintaining multi-site facilities, to dealing with exponential and often unpredictable growth, to ensuring long-term digital integrity, digital archiving can be a major headache. All Things Distributed. Comments ().

Storage

Storage Cloud AWS Media

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. If you have a largely static site you can rely on the enormous power of S3 to make serving your content highly scalable and storing it extremely durable. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications.

Servers

Servers Social Media AWS Website

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. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. Comments ().

AWS

AWS Cloud Games Latency

Mastering Hybrid Cloud Strategy

Scalegrid

MARCH 14, 2024

This approach allows companies to combine the security and control of private clouds with public clouds’ scalability and innovation potential. Understanding Hybrid Cloud Strategy A hybrid cloud merges the capabilities of public and private clouds into a singular, coherent system. A hybrid cloud strategy could be your answer.

Strategy

Strategy Cloud Artificial Intelligence Infrastructure

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. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. Comments ().

AWS

AWS Retail Innovation Strategy

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. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. Comments ().

AWS

AWS Storage Big Data Servers

Redis vs Memcached in 2024

Scalegrid

MARCH 28, 2024

In this comparison of Redis vs Memcached, we strip away the complexity, focusing on each in-memory data store’s performance, scalability, and unique features. Redis is better suited for complex data models, and Memcached is better suited for high-throughput, string-based caching scenarios. Data transfer technology.

Cache

Cache Storage Scalability Architecture

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. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. Comments ().

AWS

AWS Storage Big Data Scalability

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. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications.

Wireless

Wireless AWS Internet Internet

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. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. Comments ().

Internet

Internet Internet AWS Scalability

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. CSSWizardy CSSWizardy is a good place to learn about scalable CSS practices and robust coding in general.

Development

Development Website Design Code

Reboot - All Things Distributed

All Things Distributed

SEPTEMBER 29, 2010

Werner Vogels weblog on building scalable and robust distributed systems. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. Comments ().

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. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. Comments ().

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. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. APAC Summer Tour.

AWS

AWS Storage Big Data Cloud

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. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Driving down the cost of Big-Data analytics. All Things Distributed. Comments ().

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. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. All Things Distributed. Comments ().

AWS

AWS Storage Cloud Big Data

In-Stream Big Data Processing

Kubernetes in the wild report 2023

Trending Sources

What is container orchestration?

Migrating Critical Traffic At Scale with No Downtime?—?Part 1

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

What is a Distributed Storage System

Ensuring Performance, Efficiency, and Scalability of Digital Transformation

How Netflix uses eBPF flow logs at scale for network insight

The Need for Real-Time Device Tracking

Post: InterviewCamp.io, Scrapinghub, Fauna, Sisu, Educative, PA File Sight, Etleap, Triplebyte, Stream

Post: Scrapinghub, Fauna, Sisu, Educative, PA File Sight, Etleap, Triplebyte, Stream

Current status, needs, and challenges in Heterogeneous and Composable Memory from the HCM workshop (HPCA’23)

Expanding the Cloud – An AWS Region is coming to Hong Kong

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

Use Digital Twins for the Next Generation in Telematics

Using Real-Time Digital Twins for Aggregate Analytics

Using Real-Time Digital Twins for Aggregate Analytics

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

Expanding the Cloud - Introducing Amazon ElastiCache - All Things.

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

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

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

The AWS GovCloud (US) Region - All Things Distributed

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

Introducing the AWS South America - All Things Distributed

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

Expanding the Cloud - Cluster Compute Instances for Amazon EC2.

Expanding the Cloud ? Managing Cold Storage with Amazon Glacier

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

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

Mastering Hybrid Cloud Strategy

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

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

Redis vs Memcached in 2024

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

DROAM - Dreaming about Cheap Data Roaming - All Things.

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

40+ Best Web Development Blogs of 2018

Reboot - All Things Distributed

Spot Instances - Increased Control - All Things Distributed

APAC Summer Tour - All Things Distributed

Around the World in 28 Days - All Things Distributed

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

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