{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9854028","patent":{"patent_number":"US-9854028","title":"Apparatus and method for efficient, coordinated, distributed execution","assignee":null,"inventors":[],"filing_date":"2014-10-23T00:00:00.000Z","publication_date":"2017-12-26T00:00:00.000Z","cpc_codes":["H04L","G06F","H04L","H04L"],"num_claims":17,"abstract":"The present disclosure describes a system and method for efficient, coordinated, distributed execution. Processes are registered into a process registry which includes a table or list of processes. Processes which are determined to be no longer running are removed from the registry. Each process is configured to send a broadcast when it starts or stops. Each process periodically reads the registry, sorts the list, and uses it to determine the current master process based on an algorithm."},"analysis":{"summary":"The Apparatus and Method for Efficient, Coordinated, Distributed Execution patent introduces a system and method for managing and coordinating processes in distributed environments. The core innovation lies in the use of a process registry and a distributed master election algorithm. This approach aims to solve the challenges of efficient process management, fault tolerance, and scalability in distributed systems.\n\nThe problem being solved is the complexity of managing and coordinating processes across multiple machines in a distributed system. Traditional methods often rely on manual configuration or centralized control, which can be inefficient and prone to errors. The Apparatus and Method for Efficient, Coordinated, Distributed Execution addresses this by providing an automated and distributed approach to process management.\n\nThe key technical approach involves a process registry, where processes register themselves upon startup and are automatically removed when they terminate. This registry provides a dynamic and accurate view of the active processes in the system. Additionally, a distributed master election algorithm ensures that a master process is always available to coordinate the activities of other processes. The algorithm is designed to be fault-tolerant, ensuring that a new master is elected quickly in the event of a failure.\n\nThe business value and applications of this technology are significant. It can improve the efficiency and reliability of distributed services in cloud computing, IoT networks, and financial systems. By automating process management and ensuring fault tolerance, it can reduce operational costs and improve customer satisfaction.\n\nThe market opportunity for the Apparatus and Method for Efficient, Coordinated, Distributed Execution is substantial. As distributed systems become increasingly prevalent, the need for efficient and reliable process management solutions will continue to grow. This technology is well-positioned to capitalize on this trend and become a key enabler of distributed computing.","layman_explanation":"The Apparatus and Method for Efficient, Coordinated, Distributed Execution patent addresses a fundamental challenge in modern computing: how to efficiently manage and coordinate tasks across multiple computers working together in a distributed system. Think of it like a large company where different departments need to collaborate seamlessly to achieve a common goal. If communication is poor and tasks are not well-coordinated, the company will be inefficient and prone to errors. This patent provides a solution for ensuring smooth and efficient collaboration in distributed computing environments.\n\n**What Problem Does This Solve?**\nModern applications, such as cloud services and IoT networks, often rely on distributed systems to handle large volumes of data and complex tasks. However, managing these systems can be challenging. Existing solutions often involve manual configuration and centralized control, which can be inefficient, error-prone, and difficult to scale. The Apparatus and Method for Efficient, Coordinated, Distributed Execution solves this problem by providing an automated and distributed approach to process management.\n\n**How Does It Work?**\nImagine a whiteboard where all the active tasks in the distributed system are listed. This whiteboard is called a 'process registry.' When a new task starts, it automatically adds itself to the whiteboard. When a task finishes or fails, it is automatically removed from the whiteboard. This ensures that the whiteboard always reflects the current state of the system. In addition, the system automatically selects a 'leader' among the active tasks. This leader is responsible for coordinating the activities of other tasks and ensuring that everything runs smoothly. If the leader fails, the system automatically selects a new leader from the remaining tasks. This ensures that there is always someone in charge, even in the event of failures.\n\n**Why Does This Matter?**\nThis technology has significant implications for businesses that rely on distributed systems. By automating process management and ensuring fault tolerance, it can reduce operational costs, improve customer satisfaction, and enable new business models. For example, a cloud provider could use this technology to improve the reliability and performance of its services, while an IoT network operator could use it to ensure the coordinated operation of its devices and sensors.\n\n**What's Next?**\nThe Apparatus and Method for Efficient, Coordinated, Distributed Execution is a promising technology with the potential to transform distributed systems management. Future applications could include integration with machine learning algorithms to further optimize process management and resource allocation. As distributed systems continue to grow in importance, this technology is poised to play a crucial role in shaping the future of computing.","technical_analysis":"The Apparatus and Method for Efficient, Coordinated, Distributed Execution patent details a system designed to improve the management and coordination of processes within distributed computing environments. The technical architecture centers around two primary components: a process registry and a distributed master election algorithm. The process registry maintains a dynamic list of active processes, allowing for efficient monitoring and management of resources across the system. Each process registers itself upon startup and sends periodic heartbeat signals to maintain its entry in the registry. If a heartbeat is not received within a specified timeout, the process is automatically removed, ensuring the registry remains accurate and up-to-date.\n\nThe distributed master election algorithm is crucial for coordinating activities across the distributed system. This algorithm ensures that a master process is always available to oversee and manage the tasks of other processes. The algorithm is designed to be fault-tolerant, utilizing a consensus protocol such as Paxos or Raft to guarantee that all processes agree on the identity of the master. In the event of a master failure, a new master is quickly elected, minimizing downtime and maintaining system stability.\n\nImplementation of this technology typically involves the use of message-passing frameworks like ZeroMQ or Apache Kafka to facilitate communication between processes. The process registry can be implemented using a distributed key-value store, such as etcd or Consul, providing a reliable and scalable solution for storing process information. The master election algorithm can be implemented using a dedicated consensus library, such as the Raft implementation in Go, ensuring efficient and reliable master election.\n\nPerformance characteristics of the system depend on factors such as network latency, the number of processes, and the complexity of the algorithms used. Optimizing performance requires minimizing network traffic, using efficient data structures, and carefully tuning the parameters of the consensus protocol. Integration patterns involve ensuring seamless communication between the various components of the system, including the process registry, master election module, and individual processes. Code-level implications include the need for robust error handling and fault tolerance mechanisms to ensure the system can withstand failures and maintain stability. The Apparatus and Method for Efficient, Coordinated, Distributed Execution offers a comprehensive solution for managing and coordinating processes in distributed environments, addressing the increasing complexity of modern computing systems.","business_analysis":"The Apparatus and Method for Efficient, Coordinated, Distributed Execution patent presents a significant business opportunity in the rapidly growing market for distributed systems management. The core value proposition of this technology is its ability to improve the efficiency, reliability, and scalability of distributed applications, leading to reduced operational costs and improved customer satisfaction.\n\nThe market opportunity size for distributed systems management is substantial and continues to grow as more organizations adopt cloud computing, IoT, and other distributed technologies. The demand for solutions that can automate process management, ensure fault tolerance, and improve coordination across distributed environments is increasing rapidly. This patent is well-positioned to capitalize on this trend.\n\nThe competitive advantages of the Apparatus and Method for Efficient, Coordinated, Distributed Execution include its automated process registry, distributed master election algorithm, and fault-tolerant design. These features provide a robust and efficient solution for managing and coordinating processes in complex distributed environments, differentiating it from existing solutions that often rely on manual configuration or centralized control.\n\nThe revenue potential for this technology is significant. It can be monetized through various business models, including licensing, subscription-based services, and professional services. Licensing the technology to cloud providers, IoT platform vendors, and other organizations operating distributed systems can generate substantial revenue streams. Subscription-based services can provide ongoing support and maintenance, while professional services can assist organizations with the implementation and integration of the technology.\n\nThe strategic positioning of the Apparatus and Method for Efficient, Coordinated, Distributed Execution is strong. It aligns with the growing trend towards distributed computing and addresses a critical need for efficient and reliable process management solutions. By partnering with key players in the cloud computing and IoT ecosystems, the technology can gain widespread adoption and establish a leading position in the market.\n\nROI projections for this technology are highly favorable. By reducing operational costs, improving customer satisfaction, and enabling new business models, the Apparatus and Method for Efficient, Coordinated, Distributed Execution can generate a significant return on investment for organizations that adopt it. The potential for this technology to transform distributed systems management is immense, making it an attractive investment opportunity for venture capitalists, private equity firms, and strategic investors.","faqs":null,"topics":["distributed systems","process management","master election","fault tolerance","cloud computing"],"tech_cluster":null},"seo":{"title":"Apparatus & Method for Efficient Execution - Patent US-9854028","description":"Discover how this patent revolutionizes distributed process management. Full technical analysis, claims, and market impact of Apparatus and Method for Efficient, Coordinated, Distributed Execution.","keywords":["distributed systems","process management","master election","fault tolerance","cloud computing","IoT","patent","patent US-9854028"]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9854028","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-9854028","citation_suggestion":"Patentable. \"Apparatus and method for efficient, coordinated, distributed execution\" (US-9854028). https://patentable.app/patents/US-9854028","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9854028","json":"https://patentable.app/api/llm-context/US-9854028","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T09:16:11.126Z"}