The Swarm Architecture (2024)

Publications

Papers

Taming the Zoo: The Unified GraphIt Compiler Framework for Novel Architectures
Ajay Brahmakshatriya,Emily Furst,Victor A. Ying,Claire Hsu,Changwan Hong,Max Ruttenberg,Yunming Zhang,Dai Cheol Jung,Dustin Richmond,Michael B. Taylor,Julian Shun,Mark Oskin,Daniel Sanchez,andSaman Amarasinghe
Proceedings of the 48th Annual International Symposium on Computer Architecture (ISCA),June 2021
PDF,BibTeX,code on GitHub

T4: Compiling Sequential Code for Effective Speculative Parallelization in Hardware
Victor A. Ying,Mark C. Jeffrey,andDaniel Sanchez
Proceedings of the 47th Annual International Symposium on Computer Architecture (ISCA),June 2020
PDF,DOI,BibTeX,video,slides,lightning slides,code on GitHub

Chronos: Efficient Speculative Parallelism for Accelerators
Maleen AbeydeeraandDaniel Sanchez
Proceedings of the 25th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS),March 2020
PDF,DOI,BibTeX,video,code on GitHub

Harmonizing Speculative and Non-Speculative Execution in Architectures for Ordered Parallelism
Mark C. Jeffrey,Victor A. Ying,Suvinay Subramanian,Hyun Ryong (Ryan) Lee,Joel Emer,andDaniel Sanchez
Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO),October 2018
PDF,DOI,BiBTeX

SAM: optimizing multithreaded cores for speculative parallelism
Maleen Abeydeera,Suvinay Subramanian,Mark C. Jeffrey,Joel Emer,andDaniel Sanchez
Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques (PACT),September 2017
PDF,DOI,BibTeX

Fractal: An Execution Model for Fine-Grain Nested Speculative Parallelism
Suvinay Subramanian,Mark C. Jeffrey,Maleen Abeydeera,Hyun Ryong (Ryan) Lee,Victor A. Ying,Joel Emer,andDaniel Sanchez
Proceedings of the 44th Annual International Symposium on Computer Architecture (ISCA),June 2017
PDF,DOI,BibTeX

Data-Centric Execution of Speculative Parallel Programs
Mark C. Jeffrey,Suvinay Subramanian,Maleen Abeydeera,Joel Emer,andDaniel Sanchez
Proceedings of the 49st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO),October 2016
PDF,DOI,BibTeX

Unlocking Ordered Parallelism with the Swarm Architecture
Mark C. Jeffrey,Suvinay Subramanian,Cong Yan,Joel Emer,andDaniel Sanchez
IEEE Micro’s Top Picks from the Computer Architecture Conferences,36(3),May/June 2016
PDF,DOI,BibTeX

A Scalable Architecture for Ordered Parallelism
Mark C. Jeffrey,Suvinay Subramanian,Cong Yan,Joel Emer,andDaniel Sanchez
Proceedings of the 48st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO),December 2015
PDF,DOI,BibTeX

Recorded Talks

In addition to the links to specific videos for papers above,we have collected all videos describing Swarm projects inthis YouTube playlist.

The Swarm Architecture (2024)

FAQs

Is Docker Swarm worth learning? ›

Docker Swarm is easy to learn and start with since it is lightweight and provides a simple approach to managing Docker containers. Kubernetes, however, has a much steeper learning curve since it offers more features and flexibility for deploying and managing containers.

Is Docker Swarm suitable for production? ›

You can also use Docker Swarm in production if you have a stack that is moderately low maintenance (like 3-10 nodes with less than 100 containers running). For larger workloads, Docker Swarm quickly falls behind K8s, which has better tools, support, and documentation at that scale.

Is Docker Swarm being deprecated? ›

There are two versions of swarm, an old one that is deprecated and not maintained, and a newer one that is maintained and works quite well. Unfortunately, the docker company named them both the same thing and the official docs still refer to both without clarifying which one they mean.

Does anyone still use Docker Swarm? ›

While Docker Swarm still has its use cases and may be suitable for smaller, simpler deployments, the broader adoption of Kubernetes and its robust feature set have made it the preferred choice for managing containerized applications at scale.

Why is Kubernetes better than Docker Swarm? ›

Overall, both Kubernetes and Docker Swarm provide horizontal scaling capabilities and can scale across multiple nodes. However, Kubernetes offers more advanced scaling tools, including HPA, Cluster Autoscaler, and VPA, making it more suitable for complex and demanding workloads.

Which OS is best for Docker Swarm? ›

What OS is apt for docker? Any Linux OS can be used for docker but we prefer Boot2Docker or RancherOS. There are many reasons why you would want to choose one over the other. Boot2Docker is a better choice for Windows and Mac OS X users because it provides an easy way to get started with Docker.

How many nodes can a Docker swarm handle? ›

Docker recommends a maximum of seven manager nodes for a swarm.

Should I use Docker Swarm? ›

For beginners, Docker Swarm is an easy-to-use and simple solution to manage containers at scale. If your company is moving to the container world and does not have complex workloads to manage, then Docker Swarm is the right choice.

What are the disadvantages of Docker Swarm? ›

Drawbacks of Docker swarm

Although it offers fundamental tools for scaling as well as managing containers, it might fall short in more complex use cases. There are fewer possibilities for modifying the behavior and configuration of the swarm compared to other container orchestration technologies.

Is it worth learning Docker in 2024? ›

In the ever-evolving tech landscape of 2024, Docker stands out as a beacon of efficiency and innovation. This blog post dives into why Docker has become an indispensable tool in the developer's toolkit and a critical skill for tech professionals. Docker, in its essence, is a containerization platform.

What is the replacement for Docker Swarm? ›

Cycle is a platform that is an alternative to Docker Swarm, Kubernetes, ECS, Cloud Run, and others.

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