CIO

FEBRUARY 4, 2025

This surge is driven by the rapid expansion of cloud computing and artificial intelligence, both of which are reshaping industries and enabling unprecedented scalability and innovation. For example, recent work by the University of Waterloo demonstrated that a small change in the Linux kernel could reduce data center power by as much as 30%.

Sustainability 156

Sustainability Technical Review Architecture Fractional CTO 156

TechCrunch

APRIL 5, 2022

Together at MIT, Marzoev and Gjengset spearheaded an open source project called Noria, a streaming data-flow system designed to act as a fast storage backend for web apps. To take a step back, enterprises leverage several different kinds of databases to store, serve and analyze their app data.

Enterprise 182

Enterprise Data Storage Open Source 182

AWS Machine Learning - AI

APRIL 9, 2025

Each distinct task type will likely require a separate LLM, which might also be fine-tuned with custom data. Multiple task complexity levels Some applications are designed to handle a single task type, such as text summarization or question answering. However, it also presents some trade-offs.

Artificial Inteligence 108

Artificial Inteligence Generative AI AWS Applications 108

Netflix Tech

NOVEMBER 12, 2024

By: Rajiv Shringi , Oleksii Tkachuk , Kartik Sathyanarayanan Introduction In our previous blog post, we introduced Netflix’s TimeSeries Abstraction , a distributed service designed to store and query large volumes of temporal event data with low millisecond latencies. Today, we’re excited to present the Distributed Counter Abstraction.

Windows 100

Windows Systems Review Performance Infrastructure 100

AWS Machine Learning - AI

MARCH 13, 2025

These AI agents have demonstrated remarkable versatility, being able to perform tasks ranging from creative writing and code generation to data analysis and decision support. These systems are composed of multiple AI agents that converse with each other or execute complex tasks through a series of choreographed or orchestrated processes.

Artificial Inteligence 84

Artificial Inteligence Lambda Travel Generative AI 84

Confluent

JUNE 13, 2019

You might think that data collection in astronomy consists of a lone astronomer pointing a telescope at a single object in a static sky. While that may be true in some cases (I collected the data for my Ph.D. thesis this way), the field of astronomy is rapidly changing into a data-intensive science with real-time needs.

Data 102

Data Survey Analysis System 102

CodeSignal

MAY 14, 2020

Join CodeSignal CEO Tigran Sloyan and Co-Founder Sophia Baik in Data-Drive Recruiting Episode #40 as they discuss how to conduct an effective system design interview with a virtual whiteboard. Because a candidate is asked to draw the design on a whiteboard, it’s also widely known as a whiteboarding interview. more below).

System Design 52

System Design Virtualization System How To 52

CIO

OCTOBER 15, 2024

Back then I was a dev-centric CIO working in a regulated Fortune 100 enterprise with strict controls on its data center infrastructure and deployment practices. Bill Murphy, director of security and compliance at LeanTaaS, says DevOps teams may not focus enough on data security.

DevOps 214

DevOps Enterprise Software Review Technical Review 214

Cloudera

JANUARY 22, 2025

Additionally, 72% of organizations express concerns about safeguarding sensitive data , highlighting the critical need for privately hosted AI-driven solutions to address these challenges. Integrating your Agents with Privately Hosted AI Models (LLMs) Deploying GenAI models in secure environments ensures data confidentiality.

Artificial Inteligence 70

Artificial Inteligence Software Review Compliance Systems Review 70

AWS Machine Learning - AI

MARCH 7, 2025

Verisk (Nasdaq: VRSK) is a leading strategic data analytics and technology partner to the global insurance industry, empowering clients to strengthen operating efficiency, improve underwriting and claims outcomes, combat fraud, and make informed decisions about global risks.

Generative AI 76

Generative AI Technical Review Insurance Policies 76

Netflix Tech

MARCH 4, 2025

Store the data in an optimized, highly distributed datastore. Additionally, some collectors will instead poll our kafka queue for impressions data. This data is processed from a real-time impressions stream into a Kafka queue, which our title health system regularly polls. Time Travel to validate ahead oftime.

Systems Review 72

Systems Review Travel Microservices Architecture 72

CIO

AUGUST 26, 2024

The experience underscored the critical need for innovative solutions that bridge the gap between newcomers and the support systems designed to help them. How do we ensure that our business operations are resilient, scalable and adaptable to meet the evolving demands of our industry? Innovation.

Off-The-Shelf 186

Off-The-Shelf Sustainability Innovation Strategy 186

CIO

OCTOBER 24, 2023

Organizations of all sizes need a scalable solution that keeps pace with cloud initiatives, advanced attack campaigns, and digital transformation in order to thwart attacks before they have a chance to cause irreparable damage. As we venture into new territory, we must keep in mind that SOCs will always remain human at their core.

Artificial Inteligence 158

Artificial Inteligence Artificial Intelligence Training Research 158

TechCrunch

DECEMBER 1, 2020

understanding what a voice is and isolating it without hyper-complex spectrum analysis, AI can make determinations like that with visual data incredibly fast and pass that on to the actual video compression part. Variable and intelligent allocation of data means the compression process can be very efficient without sacrificing image quality.

Video 252

Video Hardware Technical Cofounder Artificial Inteligence 252

Datavail

DECEMBER 26, 2023

Apache Cassandra is a highly scalable and distributed NoSQL database management system designed to handle massive amounts of data across multiple commodity servers. Its decentralized architecture and robust fault-tolerant mechanisms make it an ideal choice for handling large-scale data workloads.

Scalability 57

Scalability Disaster Recovery Backup Load Balancer 57

Datavail

JULY 27, 2021

Increased scalability and flexibility: Scalability is an essential cloud feature to handle the ever-growing amounts of enterprise data at your fingertips. Data backup and business continuity: Tools like Azure Backup are essential to protect the integrity and continuity of your business after data loss or disaster.

Azure 98

Azure Analytics Cloud Company 98

CIO

JULY 21, 2023

So as organizations face evolving challenges and digitally transform, they offer advantages to make complex business operations more efficient, including flexibility and scalability, as well as advanced automation, collaborative communication, analytics, security, and compliance features. A predominant pain point is the rider experience.

Technical Review 148

Technical Review Weak Development Team Development Transportation 148

AWS Machine Learning - AI

AUGUST 5, 2024

An end-to-end RAG solution involves several components, including a knowledge base, a retrieval system, and a generation system. Building and deploying these components can be complex and error-prone, especially when dealing with large-scale data and models. Choose Sync to initiate the data ingestion job.

Knowledge Base 113

Knowledge Base AWS Generative AI Artificial Inteligence 113

Perficient

AUGUST 9, 2023

Redis in a Nutshell Redis, short for Remote Dictionary Server, is an open-source, in-memory data structure store. By keeping data in memory, Redis allows lightning-quick read and write operations, making it ideal for scenarios where speed is crucial. In this article, we’ll look at how to use Redis with Node.js

Performance 96

Performance Software Review Analytics Systems Review 96

AWS Machine Learning - AI

MARCH 5, 2025

Ground truth data in AI refers to data that is known to be factual, representing the expected use case outcome for the system being modeled. By providing an expected outcome to measure against, ground truth data unlocks the ability to deterministically evaluate system quality.

Generative AI 73

Generative AI Systems Review Software Review Artificial Inteligence 73

AWS Machine Learning - AI

AUGUST 1, 2024

However, deploying customized FMs to support generative AI applications in a secure and scalable manner isn’t a trivial task. This is the first in a series of posts about model customization scenarios that can be imported into Amazon Bedrock to simplify the process of building scalable and secure generative AI applications.

Artificial Inteligence 109

Artificial Inteligence Generative AI AWS Artificial Intelligence 109

AWS Machine Learning - AI

JULY 15, 2024

The following is the data flow diagram of the caption generation process., The following is the data flow diagram of the caption generation process., Data intake A user uploads photos into Mixbook. S3, in turn, provides efficient, scalable, and secure storage for the media file objects themselves.

Generative AI 109

Generative AI Artificial Inteligence AWS Technical Review 109

Perficient

NOVEMBER 20, 2024

Traditional approaches rely on training machine learning models, requiring labeled data and iterative fine-tuning. These metrics help pinpoint weaknesses in individual classifiers, which can then be addressed through retraining, hyperparameter tuning, or data augmentation.

Artificial Inteligence 52

Artificial Inteligence Metrics Airlines Travel 52

O'Reilly Media - Ideas

DECEMBER 6, 2018

Here are three inflection points—the need for scale, a more reliable system, and a more powerful system—when a technology team might consider using a distributed system. Horizontal Scalability. Continue reading Distributed systems: A quick and simple definition.

Systems Review 108

Systems Review System Technical Review Technical Cofounder 108

Cloudera

AUGUST 11, 2021

Point solutions are still used every day in many enterprise systems, but as IT continues to evolve, the platform approach beats point solutions in almost every use case. A few years ago, there were several choices of data deduplication apps for storage, and now, it’s a standard function in every system.

Systems Review 121

Systems Review Storage Software Review Enterprise 121

AWS Machine Learning - AI

AUGUST 28, 2024

The complexity of developing and deploying an end-to-end RAG solution involves several components, including a knowledge base, retrieval system, and generative language model. Building and deploying these components can be complex and error-prone, especially when dealing with large-scale data and models.

Knowledge Base 81

Knowledge Base AWS Generative AI Artificial Inteligence 81

Confluent

FEBRUARY 27, 2019

FaaS functions only solve the compute part, but where is data stored and managed, and how is it accessed? The key to event-first systems design is understanding that a series of events captures behavior. data written to Amazon S3). or invest in a vendor-agnostic layer like the serverless framework ?

Serverless 109

Serverless Lambda AWS Systems Review 109

Hacker Earth Developers Blog

JULY 18, 2023

That’s to say that when data silos develop in your organization, it causes problems. Centralizing your data with an ERP software solution is an excellent way to resolve this. This kind of tool allows you to store all your information in a secure database that links up your systems.

Technical Review 130

Technical Review Technology Recruiting Culture 130

AWS Machine Learning - AI

AUGUST 26, 2024

Prospecting, opportunity progression, and customer engagement present exciting opportunities to utilize generative AI, using historical data, to drive efficiency and effectiveness. Use case overview Using generative AI, we built Account Summaries by seamlessly integrating both structured and unstructured data from diverse sources.

Generative AI 111

Generative AI AWS Artificial Inteligence Technical Review 111

Xebia

AUGUST 29, 2023

It provides a powerful and scalable platform for executing large-scale batch jobs with minimal setup and management overhead. This enables you to build end-to-end workflows that leverage the full range of AWS capabilities for data processing, storage, and analytics. AWS has two services to support your HPC workload.

AWS 147

AWS Performance Storage Linux 147

Lacework

DECEMBER 7, 2022

The same organizations building in the cloud often struggle to ensure their cloud is secure, comply with regulatory standards, and protect themselves and their customers from data breaches or disruption. Critical resources and sensitive data that were once buried beneath layers of infrastructure are now directly accessible from the internet.

Software Review 98

Software Review Compliance Weak Development Team Systems Review 98

Mobilunity

MAY 3, 2024

When it comes to financial technology, data engineers are the most important architects. As fintech continues to change the way standard financial services are done, the data engineer’s job becomes more and more important in shaping the future of the industry. Knowledge of Scala or R can also be advantageous.

Data Engineering 52

Data Engineering Fintech Engineering Data 52

AWS Machine Learning - AI

JULY 10, 2024

Knowledge Bases for Amazon Bedrock is a fully managed service that helps you implement the entire Retrieval Augmented Generation (RAG) workflow from ingestion to retrieval and prompt augmentation without having to build custom integrations to data sources and manage data flows, pushing the boundaries for what you can do in your RAG workflows.

Knowledge Base 120

Knowledge Base Artificial Inteligence Lambda Applications 120

AWS Machine Learning - AI

JULY 3, 2024

Amazon Simple Storage Service (S3) : for documents and processed data caching. In step 5, the lambda function triggers the Amazon Textract to parse and extract data from pdf documents. The extracted data is stored in an S3 bucket and then used as in input to the LLM in the prompts, as shown in steps 6 and 7.

Artificial Inteligence 113

Artificial Inteligence Generative AI Lambda Healthcare 113

AWS Machine Learning - AI

APRIL 3, 2024

ML practitioners can perform all ML development steps—from preparing your data to building, training, and deploying ML models. The solution design consists of two parts: data indexing and contextual search. Run the solution Open the file titan_mm_embed_search_blog.ipynb and use the Data Science Python 3 kernel.

Serverless 111

Serverless Artificial Inteligence Engineering Generative AI 111

Datavail

NOVEMBER 6, 2023

In the realm of distributed databases, Apache Cassandra has established itself as a robust, scalable, and highly available solution. Understanding Apache Cassandra Apache Cassandra is a free and open-source distributed database management system designed to handle large amounts of data across multiple commodity servers.

Open Source 58

Open Source Scalability Analytics Database Administration 58

O'Reilly Media - Ideas

JUNE 4, 2019

Fundamentals of Machine Learning and Data Analytics , July 10-11. Essential Machine Learning and Exploratory Data Analysis with Python and Jupyter Notebook , July 11-12. Spotlight on Data: Improving Uber’s Customer Support with Natural Language Processing and Deep Learning with Piero Molino , July 2. Data science and data tools.

Course 92

Course Training Artificial Inteligence Software Review 92