6 repository-uri
Systems for managing and scheduling computational resources.
Distinguishing note: Focuses on the orchestration of model loading and unloading.
Explore 6 awesome GitHub repositories matching devops & infrastructure · Resource Orchestrators. Refine with filters or upvote what's useful.
LocalAI is a self-hosted inference server that enables the execution of machine learning models directly on local hardware. By providing a unified interface for text, image, and audio processing, it allows users to maintain full control over data privacy and infrastructure costs while eliminating dependencies on external network services. The platform functions as an API gateway that mimics standard cloud-based artificial intelligence interfaces, allowing existing applications to integrate local models as drop-in replacements. It utilizes a container-based architecture to package runtimes and
Manages a backend layer that dynamically loads and unloads computational models to optimize hardware utilization.
The AWS SDK for JavaScript is a programmatic interface and API client used to manage, automate, and orchestrate AWS cloud infrastructure and services. It provides a set of tools for controlling compute, storage, and networking resources from Node.js and web browser environments. The project includes a modular asset bundler that allows for the creation of specialized service bundles. This mechanism enables the selection of specific service modules at build time to reduce the final JavaScript payload size for frontend cloud integrations. The SDK covers a broad range of cloud management capabil
Provides tools for controlling compute, storage, and networking resources via a JavaScript environment.
Qiskit is a quantum computing software development kit used for designing, simulating, and executing quantum circuits on physical hardware and simulators. It functions as a quantum algorithm framework, a circuit simulator, and a vendor-agnostic hardware interface for dispatching workloads across diverse providers. The project features a quantum circuit transpiler that optimizes abstract designs to match the specific basis gates and qubit connectivity of target hardware. It employs a pass-based transpilation pipeline and symbolic instruction translation to convert high-level circuits into hard
Standardizes the control and allocation of quantum computing resources across diverse hardware and simulation environments.
AWS Java SDK este o interfață programatică și o bibliotecă client pentru gestionarea și interacțiunea cu infrastructura și serviciile cloud AWS folosind limbajul Java. Acesta servește ca un wrapper API care conectează aplicațiile la stocarea în cloud, baze de date și resurse de calcul printr-un set standardizat de clase Java. Biblioteca oferă un model de I/O non-blocant și gestionarea cererilor bazată pe „future” pentru a susține operațiuni cloud asincrone de mare capacitate. Include mecanisme pentru optimizarea performanței serverless pentru a reduce timpii inițiali de pornire și „cold starts” în acele medii. SDK-ul gestionează întregul ciclu de viață al interacțiunii cu serviciile cloud, inclusiv paginarea automată a răspunsurilor pentru seturi de rezultate multi-parte și un sistem de rezolvare a credențialelor bazat pe lanț care încarcă și reîmprospătează token-urile de securitate. De asemenea, dispune de un strat de transport HTTP pluggable, permițând înlocuirea clientului de rețea implicit cu implementări personalizate la runtime.
Provides Java classes for automating the deployment, configuration, and scaling of cloud computing resources.
Quantum is a quantum development framework that provides a hybrid quantum-classical workflow for coordinating execution between classical host languages and quantum processors. It includes a quantum hardware simulator for modeling state evolution and a library of quantum algorithms for tasks such as integer factorization, database search, and quantum arithmetic. The project offers specialized tools for quantum hardware characterization and error correction to manage noise and decoherence. It provides resource estimation modeling to calculate the qubit count and gate depth required to execute
Calculates the hardware requirements and physical resources needed to run specific quantum algorithms.
kro is a Kubernetes resource orchestrator and API abstraction layer that enables the definition of simplified custom API surfaces. It allows users to map high-level inputs to complex templates of underlying Kubernetes objects, effectively grouping interdependent resources into single, manageable units. The project differentiates itself by automating the generation of custom resource definitions and dedicated controllers from resource graph specifications without requiring manual Go code. It employs a dependency manager that uses directed acyclic graphs to coordinate the creation, readiness, a
Simplifies the deployment of complex applications by grouping interdependent Kubernetes resources into single manageable units.