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

Kubernetes in the wild report 2023

Dynatrace

JANUARY 16, 2023

Modern, cloud-native computing is impossible to separate from containers and Kubernetes adoption. As Kubernetes adoption increases and it continues to advance technologically, Kubernetes has emerged as the “operating system” of the cloud. Kubernetes moved to the cloud in 2022. Kubernetes moved to the cloud in 2022.

Open Source

Open Source Java Operating System Programming

Kubernetes for Big Data Workloads

Abhishek Tiwari

DECEMBER 27, 2017

Kubernetes has emerged as go to container orchestration platform for data engineering teams. In 2018, a widespread adaptation of Kubernetes for big data processing is anitcipated. Organisations are already using Kubernetes for a variety of workloads [1] [2] and data workloads are up next. Key challenges. Performance.

Big Data

Big Data Storage Benchmarking Hardware

What is container orchestration?

Dynatrace

MARCH 24, 2023

By embracing public cloud and hybrid cloud computing environments, IT teams can further accelerate development and automate software deployment and management. Container technology enables organizations to efficiently develop cloud-native applications or to modernize legacy applications to take advantage of cloud services.

Infrastructure

Infrastructure Open Source Operating System Cloud

Ensuring Performance, Efficiency, and Scalability of Digital Transformation

Alex Podelko

DECEMBER 19, 2019

Computing System Congestion Management Using Exponential Smoothing Forecasting by James Brady, State of Nevada. – System performance management is an important topic – and James is going to share a practical method for it. System Performance Estimation, Evaluation, and Decision (SPEED) by Kingsum Chow, Yingying Wen, Alibaba.

Efficiency

Efficiency Artificial Intelligence Scalability Performance

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

How Netflix uses eBPF flow logs at scale for network insight

The Netflix TechBlog

JUNE 7, 2021

At much less than 1% of CPU and memory on the instance, this highly performant sidecar provides flow data at scale for network insight. Challenges The cloud network infrastructure that Netflix utilizes today consists of AWS services such as VPC, DirectConnect, VPC Peering, Transit Gateways, NAT Gateways, etc and Netflix owned devices.

Network

Network Transportation AWS Cloud

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

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

All Things Distributed

JUNE 20, 2017

After the launch of the AWS APAC (Hong Kong) Region, there will be 19 Availability Zones in Asia Pacific for customers to build flexible, scalable, secure, and highly available applications. AWS Partner Network (APN) Consulting Partners in Hong Kong help customers migrate to the cloud.

AWS

AWS Logistics Cloud Social Media

Mastering Hybrid Cloud Strategy

Scalegrid

MARCH 14, 2024

Mastering Hybrid Cloud Strategy Are you looking to leverage the best private and public cloud worlds to propel your business forward? A hybrid cloud strategy could be your answer. This approach allows companies to combine the security and control of private clouds with public clouds’ scalability and innovation potential.

Strategy

Strategy Cloud Artificial Intelligence Infrastructure

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

What is Greenplum Database? Intro to the Big Data Database

Scalegrid

MAY 13, 2020

This feature-packed database provides powerful and rapid analytics on data that scales up to petabyte volumes. Greenplum uses an MPP database design that can help you develop a scalable, high performance deployment. High performance, query optimization, open source and polymorphic data storage are the major Greenplum advantages.

Big Data

Big Data Database Artificial Intelligence 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. Expanding the Cloud - Introducing Amazon ElastiCache. Systems that make extensive use of caching almost all report a significant reduction in the cost of their database tier. Expanding the Cloud - The AWS Storage Gateway. Comments ().

Cloud

Cloud Cache AWS Storage

Expanding the Cloud ? introducing the Asia Pacific (Sydney) Region.

All Things Distributed

NOVEMBER 12, 2012

Werner Vogels weblog on building scalable and robust distributed systems. Expanding the Cloud â?? All Things Distributed. introducing the Asia Pacific (Sydney) Region. By Werner Vogels on 12 November 2012 05:00 AM. Comments ().

Cloud

Cloud AWS Ecommerce Latency

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. Expanding the Cloud - AWS Import/Export Support for Amazon EBS. Amazon Import/Export is an important tool for customers to accelerate moving large amounts of data into the AWS storage systems. Expanding the Cloud - The AWS Storage Gateway.

AWS

AWS Cloud Storage Internet

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

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. AWS Elastic Beanstalk: A Quick and Simple Way into the Cloud. To enable this broad choice, the core of AWS is composed of building blocks which customers and partners can use to build any system or application in the way they see fit. Comments ().

AWS

AWS Cloud Java Scalability

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. Expanding the Cloud - Introducing the AWS Asia Pacific (Tokyo) Region. A local AWS Region enables companies to deploy a global cloud platform for their operations. Expanding the Cloud - The AWS Storage Gateway. Expanding the Cloud â??

AWS

AWS Cloud Games Latency

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. Expanding the Cloud with DNS - Introducing Amazon Route 53. I am very excited that today we have launched Amazon Route 53, a high-performance and highly-available Domain Name System (DNS) service. 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. Expanding the Cloud - Cluster Compute Instances for Amazon EC2. Today, Amazon Web Services took very an important step in unlocking the advantages of cloud computing for a very important application area. All Things Distributed. Comments ().

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. Expanding the Cloud â?? It requires substantial upfront capital investments in cold data storage systems such as tape robots and tape libraries, then thereâ??s on-premise systems and AWS regions to ensure sufficient transmission capacity.

Storage

Storage Cloud AWS 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

The AWS GovCloud (US) Region - All Things Distributed

All Things Distributed

AUGUST 16, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Expanding the Cloud - The AWS GovCloud (US) Region. AWS GovCloud (US) implements specific requirements of the US government such that agencies at the federal, state and local levels can use the AWS cloud for their more sensitive workloads.

AWS

AWS Government Big Data Cloud

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. Expanding the Cloud - New AWS Region: US-West (Northern California). Expanding the Cloud - The AWS Storage Gateway. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Expanding the Cloud â??

AWS

AWS Cloud Latency Storage

Expanding the Cloud - Opening the AWS Asia Pacific (Singapore.

All Things Distributed

APRIL 28, 2010

Werner Vogels weblog on building scalable and robust distributed systems. Expanding the Cloud - Opening the AWS Asia Pacific (Singapore) Region. Customers can now store their data and run their applications from our Singapore location in the same way they do from our other U.S. All Things Distributed. Comments ().

AWS

AWS Cloud Latency 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. Expanding the Cloud â?? Expanding the Cloud - The AWS Storage Gateway. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Expanding the Cloud â?? Expanding the Cloud - Introducing Amazon ElastiCache.

AWS

AWS Latency Storage Big Data

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

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

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. Expanding the Cloud - The AWS Storage Gateway. Expanding the Cloud â?? Comments ().

Servers

Servers Social Media AWS Website

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. This team is constantly rethinking the assumptions behind how traditional databases were built and constantly working on building the right database architectures suited for the Cloud environment. Expanding the Cloud - The AWS Storage Gateway.

AWS

AWS Database Storage Scalability

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. Expanding the Cloud - The AWS Storage Gateway. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Expanding the Cloud â?? Expanding the Cloud - Introducing Amazon ElastiCache. All Things Distributed.

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. Expanding the Cloud - The AWS Storage Gateway. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Expanding the Cloud â?? Expanding the Cloud - Introducing Amazon ElastiCache. All Things Distributed.

AWS

AWS Storage Big Data Servers

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. Expanding the Cloud - The AWS Storage Gateway. Expanding the Cloud â??

Wireless

Wireless AWS Internet Traffic

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. Expanding the Cloud - The AWS Storage Gateway. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Expanding the Cloud â?? Expanding the Cloud - Introducing Amazon ElastiCache. All Things Distributed.

Internet

Internet Internet AWS Scalability

Expanding the Cloud - Amazon EC2 Spot Instances - All Things.

All Things Distributed

DECEMBER 13, 2009

Werner Vogels weblog on building scalable and robust distributed systems. Expanding the Cloud - Amazon EC2 Spot Instances. Expanding the Cloud - The AWS Storage Gateway. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Expanding the Cloud â?? All Things Distributed.

Cloud

Cloud AWS Storage Innovation

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. It is likely that the Amazon Web Services will be used by many of the participants for their compute, storage, database and other cloud resource needs. Expanding the Cloud - The AWS Storage Gateway. Expanding the Cloud â?? Comments ().

AWS

AWS Internet Internet Storage

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

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. Expanding the Cloud - The AWS Storage Gateway. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Expanding the Cloud â?? Expanding the Cloud - Introducing Amazon ElastiCache. All Things Distributed.

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. Expanding the Cloud - The AWS Storage Gateway. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Expanding the Cloud â?? Expanding the Cloud - Introducing Amazon ElastiCache. All Things Distributed.

AWS

AWS Storage Cloud Big Data

Reboot - All Things Distributed

All Things Distributed

SEPTEMBER 29, 2010

Werner Vogels weblog on building scalable and robust distributed systems. Expanding the Cloud - The AWS Storage Gateway. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Expanding the Cloud â?? Expanding the Cloud - Introducing Amazon ElastiCache. All Things Distributed.

AWS

AWS Storage Big Data Scalability

APAC Summer Tour - All Things Distributed

All Things Distributed

JULY 3, 2011

Werner Vogels weblog on building scalable and robust distributed systems. July 5 - Cloud IT Leadership seminar on Business Continuity in partnership with Deloitte. July 6 - ASIS2011 - the Symposium on Cloud, ASP and Saas organized by Nikkei. Expanding the Cloud - The AWS Storage Gateway. Expanding the Cloud â??

AWS

AWS Storage Big Data Cloud

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. The ecosystem of new application and platform services in the cloud is the future of application development. Expanding the Cloud - The AWS Storage Gateway. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications.

AWS

AWS Storage Cloud Big Data

Kubernetes in the wild report 2023

Kubernetes for Big Data Workloads

Trending Sources

What is container orchestration?

Ensuring Performance, Efficiency, and Scalability of Digital Transformation

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

How Netflix uses eBPF flow logs at scale for network insight

What is a Distributed Storage System

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

Mastering Hybrid Cloud Strategy

The Need for Real-Time Device Tracking

What is Greenplum Database? Intro to the Big Data Database

Expanding the Cloud - Introducing Amazon ElastiCache - All Things.

Expanding the Cloud ? introducing the Asia Pacific (Sydney) Region.

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

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

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

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

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

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

The AWS GovCloud (US) Region - All Things Distributed

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

Expanding the Cloud - Opening the AWS Asia Pacific (Singapore.

Introducing the AWS South America - All Things Distributed

Redis vs Memcached in 2024

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

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

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

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

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

DROAM - Dreaming about Cheap Data Roaming - All Things.

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

Expanding the Cloud - Amazon EC2 Spot Instances - All Things.

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

Using Real-Time Digital Twins for Aggregate Analytics

Using Real-Time Digital Twins for Aggregate Analytics

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

Spot Instances - Increased Control - All Things Distributed

Reboot - All Things Distributed

APAC Summer Tour - All Things Distributed

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

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