AWS

Large scale computing based on huge data sets in AWS
CK CK 3788 
Created at  
 10,616 0 0

AWS Elastic Block Storage (EBS) offers significant technical benefits for large-scale computing with huge datasets by providing persistent, block-level storage volumes that can be attached to EC2 instances. This allows for high I/O performance, low latency, and high availability, enabling efficient data processing and analysis of massive datasets. EBS supports a variety of volume types, including general purpose SSDs, provisioned IOPS SSDs, and magnetic volumes, allowing users to choose the optimal storage solution for their specific workload requirements, ensuring scalability and performance for demanding data-intensive applications. 

These scenarios involve huge data sets collected from scientific equipment, measurement device, or other compute jobs. After collection, these data sets need to be analyzed by large-scale compute jobs to generate result data sets. Ideally, results will be available as soon as the data is collected. Often, these results are then made available to a larger audience.

Large scale computing based on huge data sets in AWS

Tags AWS Architecture AWS Elastic Block Storage EBS Large-Scale Computing Facebook X
Comments 0
Similar posts
  1. Image Moderation Chatbot - a serverless chatbot on AWS that monitors chat channels and removes images suggestive or explicit image
    10,431
  2. Financial services grid computing in AWS
    10,359
  3. File synchronization service architecture in AWS
    10,384
  4. Large scale messenger service architecture in AWS - Slack case study
    11,675
  5. Fault Tolerance & High Availability based on multi Availability zones in AWS
    10,821
  7. Live streaming / Static Content & Media Service based on AWS
    10,663
  8. Disaster recovery solution in AWS for local applications
    11,182
  9. Secure and Scalable LAMP Service Architecture in AWS
    10,666
  10. Content Distribution for VOD streaming services in AWS
    10,363
  11. Checkout service architecture in AWS for e-commerce website
    11,018
  12. Synchronous online gaming architecutre in AWS - Highly Available, Scalable & Elastic to support Millions of Players
    10,424
  13. Time series processing architecture in AWS
    10,561
  14. Web Application Hosting provides the reliable, scalable, secure, and high-performance infrastructure
    10,620
  15. Web front-end architecture in AWS for e-commerce website
    370
  16. Batch processing composed of job manager, job store and worker based on AWS
    10,454
  18. AWS Architecture for collecting Click-Through Events on Advertisement serving
    10,380
  19. Teraform from the scratch
    1,362
  20. Product Marketing & Recommendation Architecture in AWS for e-commerce website
    10,747
  21. Predictable Ad Spend: Architecting Pacing at Hyperscale
    427
  22. Measuring Ad Viewability: AWS Architectures for Programmatic Accountability
    479
  23. Ad Tech Multi-Tenancy: A Spectrum of Isolation Architectures on AWS
    336
  24. Enterprise Data Lake Architecture based on AWS
    10,412
  25. Media sharing service architecture in AWS
    10,374
  26. AWS System Design Example - Instagram Architecture
    1,928
  27. Amagi CLOUDPORT Architecture based on AWS for FAST for channel playout on AWS
    1,330
More in AWS
  1. A Python script to create an EC2 Spot instance using boto3
    1,610
  2. A Python/PHP code to deregister anormalous instaces in Amazon ECS
    1,860
  3. Where to get AWS API Key at AWS Management Console?
    1,077
  4. Understanding Amazon Bedrock Agent for AI-based ChatBot
    647
  5. "502 Bad Gateway" Error easy to happen at the combination of nginx and node.js in AWS Elastic Beanstalk
    10,495
  6. How to Set Up and Deploy Containerized Applications with AWS ECS
    10,683
  7. Power of Containerized Deployment with AWS ECS
    10,599
  8. FAISS Already Does ANN... So Why Do Top Teams Still Pay for SageMaker?
    314
  9. Recommended Vector DB Structure for Amazon Bedrock Integration
    393
  10. What cause a 502 bad gateway error in AWS environment?
    445
  11. Building an AWS SAM(Serverless Application Model) Project
    901
  12. Check incomplete multipart uploads if AWS S3 storage size is abnormally big huge compared to the origin storage
    11,599
  13. Importing a wild card domain SSL certificate into AWS Certificate Manager
    10,349
  15. AWS Lambda Example based on Teraform
    904
  16. Simple AWS ECS example based on Teraform
    995
  17. Where to get AWS Access Key ?
    11,269
Recently updated
  1. Google OAuth Token Expiration: Causes and Solutions
    29
  2. Why 100% SEO Guarantees Better User Engagement and How to Achieve It in Your Service
    55
  3. Why SPF and DKIM Are Essential for Linux Email Servers?
    49
  4. How do I create animated background for Google Meet?
    22,873
  5. MaxMind GeoLite2 vs. DB-IP Lite vs. ip-api.com: Choosing the Right Free IP Geolocation Solution
    271
  6. Meet Valkey: Why Redis Changed Its License, Why Valkey is Better, and How to Use It as a Drop-in Replacement
    103
  7. How Rogue Web Scrapers Are Stealing My Content and Destroying My Server
    168
  9. Array of arguments passed to script in PHP
    97
  10. Invalid Auction Storms in Ad Tech
    106
  11. Building MRC-Compliant Instrumentation in Ad Tech: Implementation Steps and Key Challenges
    207
  12. The Two Clocks of Ad Server Architecture
    77
  13. Frequency Cap Architecture Overview
    526
  14. Collecting Proof-of-Play from 100,000 Screens
    152
  15. Vector Search in Relational Databases (RDBs): Trends & Usage Environments
    302
  16. What is RedisVL?
    114
  17. Designing a Skill Registry Architecture: Minimize Token Usage and Maximize AI Performance
    246
  18. TPU & GPU Cluster Management Tools
    257
  19. The Concept of Scaffolding in AI Agents
    244
  20. Beyond Static Pipelines: Architecting LLM Multi-Agent Systems for Autonomous Workflow Orchestration
    596
  21. AI-DLC vs. AI-SDLC: Model-Centric vs. System-Centric AI Development
    267
  23. Fine-Tuning Open-Weight LLMs: Training, Licensing, and Deploying Custom Models with Ollama
    353
  24. Inside the Next-Generation Streaming Architecture: Ultra-Low Latency, SGAI, and AI Codecs
    206
  25. Machine Learning: Training vs. Ranking
    229
  26. The Continuous Learning Machine: Designing a Loop That Actually Turns
    228
  27. The Next-Gen Low-Latency Standards: LL-HLS & MoQ
    202
  28. Designing a Data Curation System Around a Vector Database
    230
  29. Extracting Context from Live Video: The Architecture Got Simpler When We Stopped Building Features
    263
  30. The New Ad Stack Behind Live Sports Streaming: Inside SGAI, EABN, and the Standards Race to Fix Live Monetization
    671
  31. Designing MLOps Architectures to Handle Seasonal Data Drift in EV Fleet Models
    200
  32. From 15 to 40+ FPS: Accelerating PyTorch Object Detection on Automotive ECUs
    232