Big Data, Cloud, Software and Storage - Technology Performance Pulse

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. Performance. Native frameworks.

Big Data

Big Data Storage Benchmarking Hardware

Kubernetes in the wild report 2023

Dynatrace

JANUARY 16, 2023

Modern, cloud-native computing is impossible to separate from containers and Kubernetes adoption. The study analyzes factual Kubernetes production data from thousands of organizations worldwide that are using the Dynatrace Software Intelligence Platform to keep their Kubernetes clusters secure, healthy, and high performing.

Open Source

Open Source Java Operating System Programming

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

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.

Artificial Intelligence

Artificial Intelligence DevOps Hardware Virtualization

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. Understanding distributed storage is imperative as data volumes and the need for robust storage solutions rise.

Storage

Storage Systems Big Data Azure

The Need for Real-Time Device Tracking

ScaleOut Software

JULY 19, 2021

Incoming data is saved into data storage (historian database or log store) for query by operational managers who must attempt to find the highest priority issues that require their attention. The best they can usually do in real-time using general purpose tools is to filter and look for patterns of interest.

IoT

IoT Analytics Big Data Architecture

Dutch Enterprises and The Cloud

All Things Distributed

SEPTEMBER 6, 2013

Given that I am originally from the Netherlands I have, of course, a special interest in how Dutch companies are using our cloud services. . But it is not just Dutch entrepreneurs who build their business in the cloud, also traditional Dutch enterprises are moving to the cloud to improve their agility and cost-effectiveness.

Cloud

Cloud Energy AWS Healthcare

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. These questions can be answered using the latest data as it streams in from the field. What are real-time digital twins and why are they useful here?

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. These questions can be answered using the latest data as it streams in from the field. What are real-time digital twins and why are they useful here?

Logistics

Logistics Analytics Scalability Cloud

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

All Things Distributed

JANUARY 19, 2011

AWS Elastic Beanstalk: A Quick and Simple Way into the Cloud. 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. Comments ().

AWS

AWS Cloud Java Operating System

What is cloud monitoring? How to improve your full-stack visibility

Dynatrace

JANUARY 11, 2023

In fact, according to a Dynatrace global survey of 1,300 CIOs , 99% of enterprises utilize a multicloud environment and seven cloud monitoring solutions on average. What is cloud monitoring? Cloud monitoring is a set of solutions and practices used to observe, measure, analyze, and manage the health of cloud-based IT infrastructure.

Cloud

Cloud Monitoring Best Practices Infrastructure

Expanding the Cloud - Cluster Compute Instances for Amazon EC2.

All Things Distributed

JULY 13, 2010

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. Unlocking the benefits of the cloud for the HPC community. Driving Storage Costs Down for AWS Customers. Comments ().

Cloud

Cloud AWS Automotive Latency

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

All Things Distributed

DECEMBER 5, 2010

Expanding the Cloud with DNS - Introducing Amazon Route 53. Resolvers operate in a completely separate hierarchy which is bottoms up, starting with software caches in a browser or the OS, to a local resolver or a regional resolver operated by an ISP or a corporate IT service. Driving Storage Costs Down for AWS Customers.

Cloud

Cloud Internet Internet AWS

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

All Things Distributed

APRIL 28, 2010

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. Quite often "The Cloud" is portrayed as something magically transparent that lives somewhere in the internet. Comments ().

AWS

AWS Cloud Latency Storage

Introducing the AWS South America - All Things Distributed

All Things Distributed

DECEMBER 14, 2011

Expanding the Cloud â?? These companies can now benefit from the fact that the new Sao Paulo Region is similar to all other AWS Regions, which enables software developed for other Regions to be quickly deployed in South America as well. Driving Storage Costs Down for AWS Customers. Expanding the Cloud - The AWS Storage Gateway.

AWS

AWS Latency Storage Big Data

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

All Things Distributed

AUGUST 19, 2011

AWS Database Services is responsible for setting the database strategy and delivering distributed structured storage services to our AWS customers. 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.

AWS

AWS Database Storage Scalability

Conducting log analysis with an observability platform and full data context

Dynatrace

APRIL 20, 2023

With more automated approaches to log monitoring and log analysis, however, organizations can gain visibility into their applications and infrastructure efficiently and with greater precision—even as cloud environments grow. Further, business leaders must often determine whether the data is relevant for the business and if they can afford it.

Analytics

Analytics Infrastructure Storage Efficiency

Powerful New Amazon EC2 Boot Features - All Things Distributed

All Things Distributed

DECEMBER 3, 2009

A wide variety of operating systems and software configurations is available for use. This allows for a very fine-grain control of software and data configuration. While the instance is stopped it does not accrue any usage hours and customers are only charged for the storage associated with the Amazon EBS volume.

AWS

AWS Storage Operating System Cloud

USENIX LISA 2018: CFP Now Open

Brendan Gregg

APRIL 30, 2018

LISA originally stood for "Large Installation System Administration," where "large" meant systems with more than a gigabyte of storage, or with more than 100 users. Some topics are still present at LISA, such as network management and uptime (reliability), but many others have been updated over the years.

DevOps

DevOps Network Best Practices Programming

USENIX LISA 2018: CFP Now Open

Brendan Gregg

APRIL 29, 2018

LISA originally stood for "Large Installation System Administration," where "large" meant systems with more than a gigabyte of storage, or with more than 100 users. Some topics are still present at LISA, such as network management and uptime (reliability), but many others have been updated over the years.

DevOps

DevOps Network Best Practices Programming

What is a data lakehouse? Combining data lakes and warehouses for the best of both worlds

Dynatrace

OCTOBER 4, 2022

A data lakehouse features the flexibility and cost-efficiency of a data lake with the contextual and high-speed querying capabilities of a data warehouse. Data warehouses offer a single storage repository for structured data and provide a source of truth for organizations. How does a data lakehouse work?

Artificial Intelligence

Artificial Intelligence Analytics Storage Government

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

Dynatrace

OCTOBER 4, 2022

Limited data availability constrains value creation. Modern IT environments — whether multicloud, on-premises, or hybrid-cloud architectures — generate exponentially increasing data volumes. Teams have introduced workarounds to reduce storage costs. Dynatrace discovers logs automatically at scale.

Analytics

Analytics Artificial Intelligence Storage Serverless

Helios: hyperscale indexing for the cloud & edge – part 1

The Morning Paper

OCTOBER 26, 2020

Helios: hyperscale indexing for the cloud & edge , Potharaju et al., On the surface this is a paper about fast data ingestion from high-volume streams, with indexing to support efficient querying. Cloud-native systems represent by far the largest, most distributed, computing systems in our history. PVLDB’20.

Cloud

Cloud Big Data Latency Architecture

Expanding the Cloud: Introducing Amazon QuickSight

All Things Distributed

OCTOBER 7, 2015

However, the data infrastructure to collect, store and process data is geared toward developers (e.g., In AWS’ quest to enable the best data storage options for engineers, we have built several innovative database solutions like Amazon RDS, Amazon RDS for Aurora, Amazon DynamoDB, and Amazon Redshift. Big data challenges.

Cloud

Cloud Big Data AWS Analytics

Expanding the AWS Cloud: Introducing the AWS Europe (London) Region

All Things Distributed

DECEMBER 13, 2016

The British Government is also helping to drive innovation and has embraced a cloud-first policy for technology adoption. The council has deployed IoT Weather Stations in Schools across the City and is using the sensor information collated in a Data Lake to gain insights on whether the weather or pollution plays a part in learning outcomes.

AWS

AWS Cloud Artificial Intelligence IoT

Data lakehouse innovations advance the three pillars of observability for more collaborative analytics

Dynatrace

FEBRUARY 16, 2023

Grail data lakehouse delivers massively parallel processing for answers at scale Modern cloud-native computing is constantly upping the ante on data volume, variety, and velocity. To solve this problem, Dynatrace launched Grail, its causational data lakehouse , in 2022. Kubernetes makes spans longer,” Ortner explains.

Analytics

Analytics Innovation Metrics Database

Utilities, Strategic Investments, and the CIO

The Agile Manager

FEBRUARY 27, 2012

The rise of Big Data - the ability to store and analyze large volumes of structured and unstructured, internal and external data - promises to let companies react more nimbly than ever before. The advent of cloud computing untethers customers, employees and even algorithms from captive ecosystems. Nor is cloud computing.

Ecommerce

Ecommerce Social Media Retail Airlines

Reduce RPO, Encrypt Backups, and More in 1.15.0 Release of Percona Operator for MongoDB

Percona

OCTOBER 18, 2023

release , we added support for physical backups and restores to significantly reduce Recovery Time Objective ( RTO ), especially for big data sets. However, the problem of losing data between backups – in other words, Recovery Point Objective (RPO) – for physical backups was not solved. spec: backup: enabled: true.

Best Practices

Best Practices Storage AWS Big Data

Expanding the Cloud - Amazon S3 Reduced Redundancy Storage.

All Things Distributed

MAY 18, 2010

Expanding the Cloud - Amazon S3 Reduced Redundancy Storage. Today a new storage option for Amazon S3 has been launched: Amazon S3 Reduced Redundancy Storage (RRS). This new storage option enables customers to reduce their costs by storing non-critical, reproducible data at lower levels of redundancy.

Storage

Storage Cloud AWS Scalability

The Amazon.com 2010 Shareholder Letter Focusses on Technology.

All Things Distributed

APRIL 27, 2011

To our shareowners: Random forests, naÃ¯ve Bayesian estimators, RESTful services, gossip protocols, eventual consistency, data sharding, anti-entropy, Byzantine quorum, erasure coding, vector clocks. Look inside a current textbook on software architecture, and youll find few patterns that we dont apply at Amazon. Recent Entries.

Technology

Technology Technology AWS Storage

Simplifying IT - Create Your Application with AWS CloudFormation.

All Things Distributed

FEBRUARY 25, 2011

With the launch of AWS CloudFormation today another important step has been taken in making it easier for customers to deploy applications to the cloud. Earlier this year I met with an ISV partner who transformed his on-premise ERP software into a software-as-a-service offering. Driving Storage Costs Down for AWS Customers.

AWS

AWS Cloud Scalability Storage

Amazon EC2 Cluster GPU Instances - All Things Distributed

All Things Distributed

NOVEMBER 15, 2010

Expanding the Cloud - Adding the Incredible Power of the Amazon EC2 Cluster GPU Instances. Modern CPUs strongly favor lower latency of operations with clock cycles in the nanoseconds and we have built general purpose software architectures that can exploit these low latencies very well.Â Driving Storage Costs Down for AWS Customers.

AWS

AWS Latency Programming Architecture

Choosing Consistency - All Things Distributed

All Things Distributed

FEBRUARY 24, 2010

However when one of these extreme failure conditions occurs it may be that the stronger consistency options are briefly not available while the software reorganizes itself to ensure that it can provide strong consistency. Driving Storage Costs Down for AWS Customers. Expanding the Cloud - The AWS Storage Gateway.

AWS

AWS Latency Database Scalability

Software Testing Trends 2021 – What can we expect?

Testsigma

FEBRUARY 12, 2021

The implementation of emerging technologies has helped improve the process of software development, testing, design and deployment. Any organization recruits experienced testing agencies to comply with their specifications for software testing. Here is the list of software testing trends you need to look out for in 2021.

Artificial Intelligence

Artificial Intelligence Software Software IoT

Technology Performance Pulse

Kubernetes for Big Data Workloads

Kubernetes in the wild report 2023

Trending Sources

What is container orchestration?

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

What is a Distributed Storage System

The Need for Real-Time Device Tracking

Dutch Enterprises and The Cloud

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

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

What is cloud monitoring? How to improve your full-stack visibility

Expanding the Cloud - Cluster Compute Instances for Amazon EC2.

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

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

Introducing the AWS South America - All Things Distributed

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

Conducting log analysis with an observability platform and full data context

Powerful New Amazon EC2 Boot Features - All Things Distributed

USENIX LISA 2018: CFP Now Open

USENIX LISA 2018: CFP Now Open

What is a data lakehouse? Combining data lakes and warehouses for the best of both worlds

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

Helios: hyperscale indexing for the cloud & edge – part 1

Expanding the Cloud: Introducing Amazon QuickSight

Expanding the AWS Cloud: Introducing the AWS Europe (London) Region

Data lakehouse innovations advance the three pillars of observability for more collaborative analytics

Utilities, Strategic Investments, and the CIO

Reduce RPO, Encrypt Backups, and More in 1.15.0 Release of Percona Operator for MongoDB

Expanding the Cloud - Amazon S3 Reduced Redundancy Storage.

The Amazon.com 2010 Shareholder Letter Focusses on Technology.

Simplifying IT - Create Your Application with AWS CloudFormation.

Amazon EC2 Cluster GPU Instances - All Things Distributed

Choosing Consistency - All Things Distributed

Software Testing Trends 2021 – What can we expect?

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