草榴社区

Distributed Object Storage: Insights and Implementation

草榴社区 Editorial Staff

Dec 28, 2022 / 4 min read

草榴社区 Cloud

Unlimited access to EDA software licenses on-demand

As data volumes continue to increase throughout all industries exponentially, new storage solutions are required to support this growth. Through the use of distributed object storage, data can be spread across a variety of servers allowing for higher availability, backup solutions, and disaster recovery abilities. We’ll discuss just what distributed object storage is and how it operates below.

What is Object Storage?

Object storage is a computer data storage type that manages data as objects rather than file systems or block storage. Objects include the data itself, a unique identifier, and a variety of metadata information.

Object storage is especially useful to retain massive amounts of unstructured data that is created and then read once. Common uses of object storage include storing videos and photos, songs, or files in collaboration services.

Object storage is limited in that it’s not suitable for transactional data and does not support the locking and sharing mechanisms required for maintaining a single accurate version of a file.

Object Storage Implementation and Architecture

Object storage can be implemented at the device level, system level, and interface level. Many of the cloud storage options currently on the market utilize an object-storage architecture, including AWS, Azure, Google Cloud, and more. Object storage aims to abstract some of the lower storage layers out of administrations and applications’ sights.

Managing data as objects with descriptive properties rather than files or blocks allows for easier indexing and management. Administrators do not need to perform low-level storage functions such as constructing and managing volumes to utilize disk capacity or setting RAID levels to deal with disk failures.

In adding a unique ID within a bucket or the system, name collision issues are eliminated. Through additional metadata, object storage provides the ability to capture application or user-specific information for better indexing, in addition to supporting data-management policies (such as moving objects from one storage tier to another). Furthermore, object-level metadata is also helpful in managing storage across various clusters.

What is Distributed Storage?

Distributed storage includes hardware and software enabling a scale-out distributed file system technology targeted at unstructured data growth. Data can be split across various physical servers and multiple data centers. It generally utilizes a cluster of storage units with synchronization and coordination methods between nodes.

Distributed storage is one of the foundational technologies for cloud service providers and on-premises distributed storage systems. Distributed storage can handle file storage, block storage, and object storage.

Common features of distributed storage include distributing data between clusters, known as partitioning, and replicating data across clusters to maintain consistency. Distributed storage also has fault tolerance features where availability is maintained in case a cluster goes down, in addition to elastic scalability, the system can scale up and down with more storage if necessary.

Merging Distributed and Object Storage

Distributed storage includes hardware and software enabling a scale-out distributed file system technology targeted at unstructured data growth. Data can be split across various physical servers and multiple data centers. It generally utilizes a cluster of storage units with synchronization and coordination methods between nodes.

Distributed storage is one of the foundational technologies for cloud service providers and on-premises distributed storage systems. Distributed storage can handle file storage, block storage, and object storage.

Common features of distributed storage include distributing data between clusters, known as partitioning, and replicating data across clusters to maintain consistency. Distributed storage also has fault tolerance features where availability is maintained in case a cluster goes down, in addition to elastic scalability, the system can scale up and down with more storage if necessary. Distributed object storage, as the name suggests, is object storage implemented in a distributed fashion. This implementation allows for both the features of object storage and the benefits of distributed storage.

In taking a closer look at a distributed object storage system — Amazon S3 — the benefits become clearer. S3 objects consist of data and metadata such as last modified and support other custom metadata defined by the user. Objects are then organized into buckets, which are logical structures for data organization. Each object in S3 has a bucket, a key, and a version ID. The key is the unique ID for each object in its bucket. Versions of each object are tracked through the unique version ID.

Users can then specify which buckets to store objects into or retrieve from. The actual data, though, is distributed across a number of storage nodes across various zones within the same fixed region. For example, a piece of data that a user requests may be found using its unique ID, and it may be distributed across the US-East region. Through this method, data has incredible elasticity and scalability with high uptime and reliability.

草榴社区, EDA, and the Cloud

草榴社区 is the industry’s largest provider of electronic design automation (EDA) technology used in the design and verification of semiconductor devices, or chips. With 草榴社区 Cloud, we’re taking EDA to new heights, combining the availability of advanced compute and storage infrastructure with unlimited access to EDA software licenses on-demand so you can focus on what you do best – designing chips, faster. Delivering cloud-native EDA tools and pre-optimized hardware platforms, an extremely flexible business model, and a modern customer experience, 草榴社区 has reimagined the future of chip design on the cloud, without disrupting proven workflows.

 

Take a Test Drive!

草榴社区 technology drives innovations that change how people work and play using high-performance silicon chips. Let 草榴社区 power your innovation journey with cloud-based EDA tools. Sign up to try 草榴社区 Cloud for free!

Continue Reading