Big Data and Java - Technology Performance Pulse

Write Optimized Spark Code for Big Data Applications

DZone

MARCH 7, 2023

Apache Spark is a powerful open-source distributed computing framework that provides a variety of APIs to support big data processing. PySpark is the Python API for Apache Spark , which allows Python developers to write Spark applications using Python instead of Scala or Java.

Big Data

Big Data Code Tuning Open Source

Kubernetes in the wild report 2023

Dynatrace

JANUARY 16, 2023

Java, Go, and Node.js Big data : To store, search, and analyze large datasets, 32% of organizations use Elasticsearch. Java, Go, and Node.js Java Virtual Machine (JVM)-based languages are predominant. Java Virtual Machine (JVM)-based languages are predominant. Kubernetes moved to the cloud in 2022.

Open Source

Open Source Java Operating System Programming

Big / Bug Data: Analyzing the Apache Flink Source Code

DZone

DECEMBER 21, 2020

Applications used in the field of Big Data process huge amounts of information, and this often happens in real time. Naturally, such applications must be highly reliable so that no error in the code can interfere with data processing. It is an open-source framework for distributed processing of large amounts of data.

Code

Code Java Big Data Open Source

A guide to Autonomous Performance Optimization

Dynatrace

SEPTEMBER 15, 2020

If you want to see a more hands-on approach, I encourage you to watch the recording as Stefano did a live demo of Akamas’s integration with Dynatrace, showing how to minimize the footprint of a Java application with automated JVM tuning. Q4: Do you have a way to integrate new technology stacks to Akamas via a plugin mechanism?

Performance

Performance Java Metrics Cloud

Data Movement in Netflix Studio via Data Mesh

The Netflix TechBlog

JULY 26, 2021

As of now, CDC sources have been implemented for data stores at Netflix (MySQL, Postgres). CDC events can also be sent to Data Mesh via a Java Client Producer Library. The Studio Tech Solutions team provides near real-time reports in some data tool of choice, which we call trackers to empower the decision making.

Big Data

Big Data Government Processing Analytics

Orchestrating Data/ML Workflows at Scale With Netflix Maestro

The Netflix TechBlog

OCTOBER 18, 2022

by Jun He , Akash Dwivedi , Natallia Dzenisenka , Snehal Chennuru , Praneeth Yenugutala , Pawan Dixit At Netflix, Data and Machine Learning (ML) pipelines are widely used and have become central for the business, representing diverse use cases that go beyond recommendations, predictions and data transformations.

Java

Java Scalability Traffic Architecture

Comparing Apache Ignite In-Memory Cache Performance With Hazelcast In-Memory Cache and Java Native Hashmap

DZone

MARCH 16, 2020

This article compares different options for the in-memory maps and their performances in order for an application to move away from traditional RDBMS tables for frequently accessed data.

Cache

Cache Java Performance Database

Where programming languages are headed in 2020

O'Reilly

JANUARY 13, 2020

” Java. It’s mostly good news on the Java front. Java Champion Ben Evans explains, “Once again, rumours of Java’s demise have proved to be little more than wishful thinking on the part of the platform’s detractors.” ” But it hasn’t all been smooth sailing.

Programming

Programming Java Google C++

RSA Guide 2023: Cloud application security remains core challenge for organizations

Dynatrace

APRIL 11, 2023

For example, the open source Java library at the heart of the Log4Shell crisis in 2021 was patched within days given the pervasiveness of the code. One key to augmenting DevSecOps collaboration is to take a platform approach that converges observability and security with big data analytics that can scale without compromising data fidelity.

Cloud

Cloud DevOps Open Source Retail

What is RabbitMQ Used For

Scalegrid

JUNE 28, 2024

Can RabbitMQ handle the high-throughput needs of big data applications? For high-throughput big data applications, RabbitMQ may fall short of expectations. RabbitMQ supports client libraries for various programming languages, including Java,NET, and Python. How does RabbitMQ support different programming languages?

IoT

IoT Healthcare Programming Open Source

Probabilistic Data Structures for Web Analytics and Data Mining

Highly Scalable

MAY 1, 2012

Let us start with a simple example that illustrates capabilities of probabilistic data structures: Let us have a data set that is simply a heap of ten million random integer values and we know that it contains not more than one million distinct values (there are many duplicates). what is the cardinality of the data set)?

Analytics

Analytics Traffic Big Data Efficiency

Optimizing data warehouse storage

The Netflix TechBlog

DECEMBER 21, 2020

In AutoOptimize, the service is a cluster of Java (Spring Boot) applications using Redis to keep the states. Decide: Determine the highest value action with the right parameters for this particular change and when to act depending on how the action falls in the global priority across all tables and actions.

Storage

Storage Latency Efficiency Data Engineering

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

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

High Scalability

APRIL 14, 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 Scalability Engineering

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

All Things Distributed

JANUARY 19, 2011

The public beta release of AWS Elastic Beanstalk supports a container for Java developers using the familiar Linux / Apache Tomcat application stack. Driving down the cost of Big-Data analytics. This is exactly where Elastic Beanstalk will help: to make it even simpler to get started and to run applications in the AWS cloud.

AWS

AWS Cloud Java Scalability

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

High Scalability

APRIL 28, 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 Scalability Engineering

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

High Scalability

MARCH 30, 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

Expanding the Cloud: Introducing the AWS Asia Pacific (Mumbai) Region

All Things Distributed

JUNE 26, 2016

AdiMap uses Amazon Kinesis to process real-time streaming online ad data and job feeds, and processes them for storage in petabyte-scale Amazon Redshift. Advanced problem solving that connects big data with machine learning. warehouses to glean business insights for jobs, ad spend, or financials for mobile apps.

AWS

AWS Cloud Healthcare Blockchain

Structural Evolutions in Data

O'Reilly

SEPTEMBER 19, 2023

Each time, the underlying implementation changed a bit while still staying true to the larger phenomenon of “Analyzing Data for Fun and Profit.” ” They weren’t quite sure what this “data” substance was, but they’d convinced themselves that they had tons of it that they could monetize.

Hardware

Hardware Storage Big Data Blockchain

Fast Intersection of Sorted Lists Using SSE Instructions

Highly Scalable

JUNE 5, 2012

In this article I describe several useful techniques that are based on SSE instructions and provide results of performance testing for Lucene, Java, and C implementations. Performance of this procedure both in C and Java will be evaluated in the last section. Vectorized Intersection.

C++

C++ Java Performance Testing Efficiency

Web Performance Bookshelf

Rigor

JANUARY 13, 2020

Take, for example, The Web Almanac , the golden collection of Big Data combined with the collective intelligence from most of the authors listed below, brilliantly spearheaded by Google’s @rick_viscomi. Progressive Web Apps. Eloquent Javascript.

Performance

Performance Social Media Website Website Performance

The End of Programming as We Know It

O'Reilly

FEBRUARY 4, 2025

It lets a programmer use a human-like language to tell the computer to move data to locations in memory and perform calculations on it. Then, development of even higher-level compiled languages like Fortran, COBOL, and their successors C, C++, and Java meant that most programmers no longer wrote assembly code.

Programming

Programming Google Infrastructure Internet

Technology Performance Pulse

Write Optimized Spark Code for Big Data Applications

Kubernetes in the wild report 2023

Trending Sources

Big / Bug Data: Analyzing the Apache Flink Source Code

A guide to Autonomous Performance Optimization

Data Movement in Netflix Studio via Data Mesh

Orchestrating Data/ML Workflows at Scale With Netflix Maestro

Comparing Apache Ignite In-Memory Cache Performance With Hazelcast In-Memory Cache and Java Native Hashmap

Where programming languages are headed in 2020

RSA Guide 2023: Cloud application security remains core challenge for organizations

What is RabbitMQ Used For

Probabilistic Data Structures for Web Analytics and Data Mining

Optimizing data warehouse storage

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

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

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

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

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

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

Expanding the Cloud: Introducing the AWS Asia Pacific (Mumbai) Region

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

Structural Evolutions in Data

Fast Intersection of Sorted Lists Using SSE Instructions

Web Performance Bookshelf

The End of Programming as We Know It

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