Service Virtualization Using a Non-von Neumann Parallel, Distributed, and Scalable Computing Model

نویسندگان

  • Rao Mikkilineni
  • Giovanni Morana
  • Daniele Zito
  • Marco Di Sano
چکیده

— That the computing models of living organisms utilize sophisticated methods of information processing, was recognized by von Neumann who proposed the stored program control (SPC) computing model and the self-replicating cellular automata. Later Chris Langton created computer programs that demonstrated self-organization and discovery of patterns using evolutionary rules which led to the field of artificial life and theories of complexity. In this paper, we focus on another aspect that we learn from the genes in living organisms that deals with precise replication and execution of encapsulated DNA sequences. We describe a computing model, recently proposed, extending the SPC model to create self-configuring, self-monitoring, self-healing, self-protecting and self-optimizing (self-managing or self-*) distributed software systems. This approach allows utilizing a parallel distributed computing model to implement service virtualization and workflow execution practiced in current business process implementation in IT where a workflow is implemented as a set of tasks, arranged or organized in a directed acyclic graph (DAG). Two implementations of the new computing model have been realized.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Metadata-driven Cloud Computing Application Virtualization Model

In order to meet the requirements of standardization of virtualization in cloud computing platform, improve the flexibility and expansibility of the system and enhance the capability of management-control of the platform, by means of introducing the features of decoupling and semantic of metadata, a Metadata-driven Cloud Computing Application Virtualization Model(MCCAVM) in software level is pr...

متن کامل

Parallel and Distributed Systems for Probabilistic Reasoning

Scalable probabilistic reasoning is the key to unlocking the full potential of the age of big data. From untangling the biological processes that govern cancer to effectively targeting products and advertisements, probabilistic reasoning is how we make sense of noisy data and turn information into understanding and action. Unfortunately, the algorithms and tools for sophisticated structured pro...

متن کامل

Thesis Parallel and Distributed Systems for Probabilistic Reasoning

Scalable probabilistic reasoning is the key to unlocking the full potential of the age of big data. From untangling the biological processes that govern cancer to effectively targeting products and advertisements, probabilistic reasoning is how we make sense of noisy data and turn information into understanding and action. Unfortunately, the algorithms and tools for sophisticated structured pro...

متن کامل

A Virtualization-based Approach to Dependable Service Computing

Dependability represents a critical requirement for modern distributed systems. Today new requirements emerged. Among them reliability, safety, availability, security and maintainability are needed by more and more modern distributed service computing architectures. In this paper we present an approach to ensuring dependability in distributed infrastructures using virtualization for fault-toler...

متن کامل

Dynamic Hypercubic Parallel Computations

Though there have been substantial progress, the current status of parallel computing is still inmature. No single model of parallel computation has yet come to dominate developments in parallel computing in the way that the von Neumann model has dominated sequential computing. The design of parallel programs requires fancy solutions that are not present in sequential programming. There are spe...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Journal Comp. Netw. and Communic.

دوره 2012  شماره 

صفحات  -

تاریخ انتشار 2012