Netflix Tech

NOVEMBER 12, 2024

After selecting a mode, users can interact with APIs without needing to worry about the underlying storage mechanisms and counting methods. Let’s examine some of the drawbacks of this approach: Lack of Idempotency : There is no idempotency key baked into the storage data-model preventing users from safely retrying requests.

Windows 100

Windows Systems Review Performance Infrastructure 100

AWS Machine Learning - AI

JULY 15, 2024

The raw photos are stored in Amazon Simple Storage Service (Amazon S3). Aurora MySQL serves as the primary relational data storage solution for tracking and recording media file upload sessions and their accompanying metadata. S3, in turn, provides efficient, scalable, and secure storage for the media file objects themselves.

Generative AI 121

Generative AI Artificial Inteligence AWS Technical Review 121

Xebia

AUGUST 29, 2023

It provides a powerful and scalable platform for executing large-scale batch jobs with minimal setup and management overhead. Key features of AWS Batch Efficient Resource Management: AWS Batch automatically provisions the required resources, such as compute instances and storage, based on job requirements.

AWS 147

AWS Performance Storage Linux 147

Netflix Tech

MARCH 4, 2025

Data storage and distribution through HollowFeeds Netflix Hollow is an Open Source java library and toolset for disseminating in-memory datasets from a single producer to many consumers for high performance read-only access. Conclusion Throughout this series, weve explored the journey of enhancing title launch observability at Netflix.

Systems Review 72

Systems Review Travel Microservices Architecture 72

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. This distribution allows for efficient data retrieval and horizontal scalability.

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. Making changes to system design to eliminate deadlocks. Azure Autoscale helps you dynamically scale your applications to respond to changes in usages and demand.

Azure 98

Azure Analytics Cloud Company 98

Infinidat

MARCH 20, 2023

On average, enterprises cut their storage operations costs by nearly half by transitioning to Infinidat’s enterprise storage solution. The latter benefit of lower storage costs directly helps to overcome the cost challenges that have escalated for enterprises in updating the storage infrastructure, as data volumes have increased.

Storage 52

Storage Systems Review Enterprise Infrastructure 52

Strategy Driven

MARCH 24, 2024

Introduction to Efficient Warehouse Design A warehouse’s efficiency hinges on how well it integrates its storage solutions, and in this area, pallet rack systems offer unparalleled advantages. These systems can transform a chaotic storage area into an organized haven of productivity and streamlined workflows.

System Design 35

System Design System Innovation Storage 35

AWS Machine Learning - AI

AUGUST 5, 2024

He specializes in generative AI, machine learning, and system design. He has successfully delivered state-of-the-art AI/ML-powered solutions to solve complex business problems for diverse industries, optimizing efficiency and scalability.

Knowledge Base 125

Knowledge Base AWS Generative AI Machine Learning 125

Cloudera

AUGUST 11, 2021

Once upon an IT time, everything was a “point product,” a specific application designed to do a single job inside a desktop PC, server, storage array, network, or mobile device. 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

Perficient

AUGUST 9, 2023

When combined with Redis, which excels in fast data retrieval and storage, you get a potent stack for creating high-performance applications. Redis’ lightning-fast data operations and Node.js’s non-blocking architecture align seamlessly to create responsive, scalable applications.

Performance 96

Performance Software Review Analytics Systems Review 96

AWS Machine Learning - AI

AUGUST 28, 2024

The RAG workflow enables you to use your document data stored in an Amazon Simple Storage Service (Amazon S3) bucket and integrate it with the powerful natural language processing (NLP) capabilities of foundation models (FMs) provided by Amazon Bedrock. He specializes in generative AI, machine learning, and system design.

Knowledge Base 95

Knowledge Base AWS Generative AI Machine Learning 95

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 126

Artificial Inteligence Generative AI AWS Artificial Intelligence 126

Lacework

DECEMBER 7, 2022

Initially, companies flocked to the cloud for its cheap, abundant compute and storage. Now however, the cloud has become the default operating system that organizations rely on to run their businesses and develop new products and services. Some common cloud misconfigurations include: Unsecured data storage elements or containers.

Software Review 98

Software Review Compliance Weak Development Team Systems Review 98

Confluent

FEBRUARY 27, 2019

In part 1 of this series, we developed an understanding of event-driven architectures and determined that the event-first approach allows us to model the domain in addition to building decoupled, scalable and enterprise-wide systems that can evolve. Provider dependent: 500 MB storage, 128 MB ? Very cost efficient (pay per use).

Serverless 109

Serverless Lambda AWS Systems Review 109

Hacker Earth Developers Blog

JULY 18, 2023

This term covers the use of any tech-based tools or systems designed to understand and respond to human emotions. Keep a two-way conversation going at all times surrounding data collection, storage, and usage.

Technical Review 130

Technical Review Technology Recruiting Culture 130

AWS Machine Learning - AI

AUGUST 26, 2024

This modular structure provides a scalable foundation for deploying a broad range of AI-powered use cases, beginning with Account Summaries. Over the past two years, she led a transformation that consolidated hundreds of disparate systems into a streamlined, role-based experience, incorporating generative AI to reimagine the customer journey.

Generative AI 128

Generative AI AWS Artificial Inteligence Technical Review 128

AWS Machine Learning - AI

APRIL 3, 2024

The following are the solution workflow steps: Download the product description text and images from the public Amazon Simple Storage Service (Amazon S3) bucket. He specializes in Generative AI, Artificial Intelligence, Machine Learning, and System Design. The following diagram illustrates the solution architecture.

Serverless 135

Serverless Artificial Inteligence Engineering Generative AI 135

AWS Machine Learning - AI

SEPTEMBER 30, 2024

To leverage this feature you can run the import process (covered later in the blog) with your model weights being in Amazon Simple Storage Service (Amazon S3). This training job reads the dataset from Amazon Simple Storage Service (Amazon S3) and writes the model back into Amazon S3. Paras Mehra is a Senior Product Manager at AWS.

Artificial Inteligence 94

Artificial Inteligence Generative AI AWS Software Review 94

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

AWS Machine Learning - AI

JULY 3, 2024

Amazon Simple Storage Service (S3) : for documents and processed data caching. From a system design perspective, we may need to process a large number of curated articles and scientific journals. Amazon Textract : for documents parsing, text, and layout extraction. Amazon Translate : for content translation.

Artificial Inteligence 132

Artificial Inteligence Generative AI Lambda Healthcare 132

Perficient

JUNE 27, 2024

System Design & Architecture: Solutions are architected leveraging GCP’s scalable and secure infrastructure. Detailed design documents outline the system architecture, ensuring a clear blueprint for development.

Google Cloud 52

Google Cloud Applications Cloud Automotive 52

Perficient

NOVEMBER 20, 2024

The system employs a large language model API to perform Natural Language Processing (NLP), classifying emails into primary intents such as “General Queries,” “Booking Issues,” or “Customer Complaints.” Be aware of minimum token counts and other limitations specific to the LLM you’re using.

Artificial Inteligence 52

Artificial Inteligence Metrics Airlines Travel 52

AWS Machine Learning - AI

MARCH 5, 2025

At a high level, the AWS Step Functions pipeline accepts source data in Amazon Simple Storage Service (Amazon S3) , and orchestrates AWS Lambda functions for ingestion, chunking, and prompting on Amazon Bedrock to generate the fact-wise JSONLines ground truth. Amazons operating margin in 2023 was 6.4%.

Generative AI 76

Generative AI Systems Review Software Review Artificial Inteligence 76

CircleCI

SEPTEMBER 22, 2022

Microservice architecture is an application system design pattern in which an entire business application is composed of individual functional scoped services, which can scale on demand. Whether your application uses a monolithic or microservices design pattern, you must have a storage solution to persist the data it manages.

Microservices 59

Microservices KPI Storage Engineering 59

AWS Machine Learning - AI

JULY 10, 2024

Next, you will provide the Amazon Simple Storage Service (Amazon S3) path where you want to store the input documents to run your Lambda function on and to store the output of the documents. He specializes in Generative AI, Artificial Intelligence, Machine Learning, and System Design.

Knowledge Base 136

Knowledge Base Artificial Inteligence Lambda Applications 136

Hu's Place - HitachiVantara

FEBRUARY 1, 2019

Today I will be covering the advances that we have made in the area of hybrid-core architecture and its application to Network Attached Storage. While CPU based systems can provide some degree of parallelism, such implementations require synchronization that limits scalability.

Hardware 49

Hardware Architecture Storage Systems Review 49

AWS Machine Learning - AI

SEPTEMBER 18, 2024

For the frontend developer LLM, we also use system design-related materials (in our case, design guidelines) so the frontend developer builds the website described by the personalizer LLM while applying the rules in the design guidelines. The response from the personalizer LLM is divided into two paths by a regex method.

Generative AI 128

Generative AI Artificial Inteligence Fractional CTO Guidelines 128

Instaclustr

MAY 19, 2021

In order to perform this critical function of data storage and protection, database administration has grown to include many tasks: Security of data in flight and at rest. Interpretation of data through defined storage. Acquisition of data from foreign systems. Security of data at an application access level. P stands for post.

Database Administration 36

Database Administration Storage Weak Development Team Open Source 36

Mobilunity

DECEMBER 9, 2024

Computer Science/Software Engineering (Bachelors) are good starters for an AI engineer, giving them core skills for creating highly intelligent solutions including programming, algorithms, data structures, databases, system design, operating systems, and software development. AI solutions architect.

Engineering 52

Engineering Artificial Inteligence Machine Learning Artificial Intelligence 52

Mobilunity

MAY 13, 2021

In the modern business world, businesses need to have a robust, scalable, and efficient IT infrastructure to deliver integrated services that support the physical resources, processes, and operators need to develop, integrate, operate, and maintain IT applications and support services. Systems design and integration.

Infrastructure 52

Infrastructure Engineering Technical Review Systems Review 52

Altexsoft

NOVEMBER 5, 2021

Application, or the reason for data collection, Collection, or the process of data gathering, Warehousing, or systems and activities related to data storage and archiving, and. The number one storage option in healthcare is a relational or SQL database which structures data into tables and uses SQL language to manipulate them.

Technical Review 59

Technical Review Technology Software Review Healthcare 59

Capgemini

FEBRUARY 20, 2024

The need for batteries continues to surge with unprecedented growth in the use of electric vehicles (EVs), the push for electrified public transportation, and increasing storage needs in the energy industry. This enables a fully data-driven operation with a closed loop, facilitates a highly scalable, flexible, and interoperable architecture.

Industry 52

Industry Sustainability Virtualization Energy 52

LeanEssays

JULY 14, 2019

They stunned the computer savvy world by suggesting that a redundant array of inexpensive disks promised “improvements of an order of magnitude in performance, reliability, power consumption, and scalability” over single large expensive disks. (In Berkley is a close neighbor of Stanford, where Google was born.

Software Review 91

Software Review Software Engineering Weak Development Team Continuous Delivery 91

Confluent

FEBRUARY 13, 2019

Rather, we apply different event planes to provide orthogonal aspects of system design such as core functionality, operations and instrumentation. Systems built as Reactive Systems are more flexible, loosely-coupled and scalable. It is very simple but presents scalability challenges.

Architecture 92

Architecture Programming Microservices Serverless 92

Henrik Warne

JULY 27, 2019

Foundations of Data Systems. An introductory chapter that defines reliability, scalability and maintainability. Storage and Retrieval. This type of storage structure is called a Log-Structured Merge-Tree (LSM-tree), and is used in for example Cassandra. Sometimes, column-oriented storage is used for OLAP use-cases.

Systems Review 214

Systems Review Software Review Applications Data 214

AWS Machine Learning - AI

FEBRUARY 21, 2025

Also, the continuous fine-tuning process requires orchestrating the multiple steps of data generation, LLM training, feedback collection, and preference alignments with scalability, resiliency, and resource efficiency. Each module can be seamlessly maintained, updated, and replaced without affecting other components in the system.

Artificial Inteligence 100

Artificial Inteligence Systems Review System Metrics 100