Technology Innovations
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Technology Innovations
Explore how innovative technologies change the game - methodology, capability, framework, strategy, roadmap, model, architecture, tool, competency, trend, outlook, forecast, rationale, decision, lifecycle, process, discuption, incubation
Curated by Tony Shan
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Offline App Architecture: Why You Should Build Offline-First Apps

Offline App Architecture: Why You Should Build Offline-First Apps | Technology Innovations | Scoop.it
Design apps with offline-first approach with the help of Offline App architecture, thus an app function without a network connection.
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2020 Readers' Choice Awards

2020  Readers' Choice Awards | Technology Innovations | Scoop.it
Datanami is pleased to announce the results of its fifth annual Readers’ and Editors' Choice Awards, which recognizes the companies, products, and
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Computer Scientists Break the 'Traveling Salesperson' Record | WIRED

Computer Scientists Break the 'Traveling Salesperson' Record | WIRED | Technology Innovations | Scoop.it
Finally, there’s a better way to find approximate solutions to the notorious optimization problem, often used to test the limits of efficient computation.
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10 Popular Backend APIs

10 Popular Backend APIs | Technology Innovations | Scoop.it
Most application users are familiar with the front-end, or client-side, of an application. But there is more than meets the eye to web applications. For most applications, user interactions take place behind the scenes, in the backend. In this article we highlight 10 popular Backend APIs.
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What’s New In Gartner’s Hype Cycle For AI, 2020

What’s New In Gartner’s Hype Cycle For AI, 2020 | Technology Innovations | Scoop.it
AI projects continue to accelerate this year in healthcare, bioscience, manufacturing, financial services and supply chain sectors despite greater economic & social uncertainty.
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Amazon Timestream database is now generally available

Amazon Timestream database is now generally available | Technology Innovations | Scoop.it
The latest addition to the AWS database portfolio focuses on time series data – a segment where fit-for-purpose databases are emerging because use cases ranging from IoT to e-commerce are driving data volumes overwhelming general-purpose platforms.
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Kubernetes Ingress Is Now Generally Available

Kubernetes Ingress Is Now Generally Available | Technology Innovations | Scoop.it
The Kubernetes team graduated the Ingress API to general availability (GA) in the 1.19 release after it was first introduced in 2015.
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Comparing the Top Public Cloud Providers

Comparing the Top Public Cloud Providers | Technology Innovations | Scoop.it
Compare the leading public cloud providers and the various solutions they offer. Which public cloud provider is the best for your business?
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What is Ethereum 2.0 and Why Does It Matter?

What is Ethereum 2.0 and Why Does It Matter? | Technology Innovations | Scoop.it
Ethereum 2.0's first phase will see Ethereum switch from a proof of work consensus mechanism to a proof of stake model.
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Does Snowflake mean the end of open source?

Does Snowflake mean the end of open source? | Technology Innovations | Scoop.it
The cloud-based enterprise data platform may mark the end of a decades-long run in the dominance of open source infrastructure
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Why No One Understands Enterprise Architecture & Why Technology Abstractions Always Fail

Why No One Understands Enterprise Architecture & Why Technology Abstractions Always Fail | Technology Innovations | Scoop.it
Abstract and complex technology solutions fail. Enterprise Architecture is all that and more. We can continue to complicate all this, or just admit we’re seeking business-technology alignment through the development of a dynamic Business Technology Strategy.
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Oracle open-sources Java machine learning library

Oracle open-sources Java machine learning library | Technology Innovations | Scoop.it
Tribuo offers tools for building and deploying classification, clustering, and regression models in Java, along with interfaces to TensorFlow, XGBoost, and ONNX
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Top 12 FAQs About PostgreSQL | Hacker Noon

Top 12 FAQs About PostgreSQL | Hacker Noon | Technology Innovations | Scoop.it
PostgreSQL is an open-source, object-relational database management
system (ORDBMS) available for all major platforms including Linux, UNIX,
Windows, and OS X. It allows you to add custom functions developed using different programming languages such as C/C++, Java, etc. It is designed to handle a range of workloads, from single machines to data warehouses or Web services with many concurrent users. It is the default database for macOS Server.
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Apache Isis Updated With New Programming Model

Apache Isis Updated With New Programming Model | Technology Innovations | Scoop.it
Programming book reviews, programming tutorials,programming news, C#, Ruby, Python,C, C++, PHP, Visual Basic, Computer book reviews, computer history, programming history, joomla, theory, spreadsheets and more.
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2021 Trends in Cloud Computing: The Omni Present Multi-Cloud Phenomenon

2021 Trends in Cloud Computing: The Omni Present Multi-Cloud Phenomenon | Technology Innovations | Scoop.it
In this contributed article, editorial consultant Jelani Harper discusses how it’s imperative organizations optimize traditional cloud advantages of reduced cost, scalability, and ubiquity of access with a low latent experience. Although numerous developments have arisen to reinforce these boons, their underlying motif is the multi-cloud phenomenon surging to the top of progressive organizations’ priorities.
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A radical new technique lets AI learn with practically no data

A radical new technique lets AI learn with practically no data | Technology Innovations | Scoop.it
“Less than one”-shot learning can teach a model to identify more objects than the number of examples it is trained on.
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Big Data in metagenomics: Apache Spark vs MPI

Big Data in metagenomics: Apache Spark vs MPI | Technology Innovations | Scoop.it
The progress of next-generation sequencing has lead to the availability of massive data sets used by a wide range of applications in biology and medicine. This has sparked significant interest in using modern Big Data technologies to process this large amount of information in distributed memory clusters of commodity hardware. Several approaches based on solutions such as Apache Hadoop or Apache Spark, have been proposed. These solutions allow developers to focus on the problem while the need to deal with low level details, such as data distribution schemes or communication patterns among processing nodes, can be ignored. However, performance and scalability are also of high importance when dealing with increasing problems sizes, making in this way the usage of High Performance Computing (HPC) technologies such as the message passing interface (MPI) a promising alternative. Recently, MetaCacheSpark, an Apache Spark based software for detection and quantification of species composition in food samples has been proposed. This tool can be used to analyze high throughput sequencing data sets of metagenomic DNA and allows for dealing with large-scale collections of complex eukaryotic and bacterial reference genome. In this work, we propose MetaCache-MPI, a fast and memory efficient solution for computing clusters which is based on MPI instead of Apache Spark. In order to evaluate its performance a comparison is performed between the original single CPU version of MetaCache, the Spark version and the MPI version we are introducing. Results show that for 32 processes, MetaCache-MPI is 1.65× faster while consuming 48.12% of the RAM memory used by Spark for building a metagenomics database. For querying this database, also with 32 processes, the MPI version is 3.11× faster, while using 55.56% of the memory used by Spark. We conclude that the new MetaCache-MPI version is faster in both building and querying the database and uses less RAM memory, when compared with MetaCacheSpark, while keeping the accuracy of the original implementation.
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Developers, get ready for the collision of DevOps and data analytics

Developers, get ready for the collision of DevOps and data analytics | Technology Innovations | Scoop.it
The COVID-19 pandemic has accelerated the blending of data analytics and DevOps meaning developers, data scientists, and product managers will need to work more closely together than ever before.
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A categorized list of all Java and JVM features since JDK 8 to 15 - Advanced Web Machinery

A categorized list of all Java and JVM features since JDK 8 to 15 - Advanced Web Machinery | Technology Innovations | Scoop.it
From Java 8 to 15
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How Stream Processing Works with ksqlDB

How Stream Processing Works with ksqlDB | Technology Innovations | Scoop.it
Learn how ksqlDB works, the basics of real-time stream processing, and how it works with Apache Kafka, along with introductory concepts, visuals, and code examples.
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Apache Promotes IoT Database Project

Apache Promotes IoT Database Project | Technology Innovations | Scoop.it
An open source Internet of Things database effort has been elevated as a “top-level project” by the Apache Software Foundation. Launched as a research
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Lessons Learned from Running Postgres 13: Better Performance, Monitoring & More

Lessons Learned from Running Postgres 13: Better Performance, Monitoring & More | Technology Innovations | Scoop.it
Learn about smaller indexes with B-Tree Deduplication, Extended Statistics Improvements, Parallel VACUUM, improved WAL Usage Stats in Postgres 13, and more.
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Oracle's Java 15: New features aim to keep millions away from languages like Rust, Kotlin

Oracle's Java 15: New features aim to keep millions away from languages like Rust, Kotlin | Technology Innovations | Scoop.it
Oracle releases programming language Java 15 to push its dream of 'write once, run everywhere'.
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The ABCs of Access Control and Which is Better for Cloud Services?

The ABCs of Access Control and Which is Better for Cloud Services? | Technology Innovations | Scoop.it
As the movement to migrate enterprise data to the cloud gathers steam, there is an active debate on the best approach to securing and protecting it. But before we talk about the details of the various access control frameworks, let us first understand the breadth of challenges a company faces when it begins migrating its data to the cloud. First and foremost is the wide array of storage and analysis or compute services offered by cloud and third-party providers.
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