VERTICAL GENIAL ONE PAGER

Scale-Independent Storage for Social Computing Applications

SCADS

Gilberto Valenzuela

What is "SCADS"?

is a scalable storage architecture designed to handle large amounts of data in web sites and online applications. it focuses on tunable consistency and performance optimization for specific applications

Problem

Solution

Traditional databases can become slow and unresponsive when faced with these challenges, which can lead to poor performance and a negative user experience.

SCADS provides a solution to this problem by offering a highly scalable and efficient storage architecture that can handle large amounts of data and high query rates without sacrificing performance.

ARCHITECTURE OF SCADS

mAIN FUTURES

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scalability

it can handle large amounts of data and a large number of users

consistency

allows developers to specify the consistency requirements of the application

SCADS is designed as a distributed key-value store, similar to other successful systems in this space. However, SCADS differs in that it provides a rich query language similar to SQL, allowing developers to perform complex queries on the data. SCADS also allows developers to declaratively state application-specific consistency requirements, meaning they can balance performance with data consistency.

precomputed querys

SCADS uses precomputed queries to improve the performance of ad-hoc queries.

Rich Query lenguaje

SCADS provides a rich query language that allows developers to perform complex queries.

TECHN OLOGIES USING SCADS

Machin Learning

uses machine learning models to anticipate performance problems and predict the resource requirements of new queries before execution.

Distribution

Clients

Strategy

IN SUMARY

Utility Computing

SCADS is a highly scalable and efficient storage system designed for use in social computing applications. It uses a combination of data partitioning, precomputed indexes, and machine learning-based query prediction to optimize performance and scalability for specific applications. The rise of utility computing has created a new economic incentive for rapid scaling in storage systems, and SCADS is designed to address this need.

Timeline / Milestones

SCADS leverages utility computing to provide cost-effective scale-up and scale-down.

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CIDR Perspectives 2009

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