High level optimizations in compiling process descriptions to asynchronous circuits

technical reportAsynchronous/'Self-Timed designs are beginning to attract attention as promising means of dealing with the complexity of modern VLSI technology. In this paper, we present our views on why asynchronous systems matter. We then present details of our high level synthesis tool SHILPA that can automatically synthesize asynchronous circuits from descriptions in our concurrent programming language, hopCP. We outline some of the high level communication abstractions available in hopCP. We illustrate how these abstractions are realized in the asynchronous circuits generated by SHILPA. We then present a series of examples that present many of the high level optimization strategies used by SHILPA. Some of these optimizations aim to speed up the generated circuits by avoiding un-necessary waiting. Others synthesize components that are much easier to realize in a variety of technologies. We also discuss some of the tradeoffs possible between optimizations and timing constraints

hopCP: A concurrent hardware description language

Journal ArticlehopCP is a language for the specification, simulation, and synthesis of hardware systems. hopCP captures the behavior of a hardware system by specifying the causal relationships between actions that the system can perform. No specific timing discipline is implied by a hopCP specification. Hence, hopCP specifications can be implemented as synchronous, asynchronous, or mixed synchronous and asynchronous circuits. Salient features of hopCP include nonatomic actions, synchronous and asynchronous styles of value communication, broadcast channels, a purely functional sublanguage to express the computational aspects of hardware behavior, and an efficient tool (called parComp) to infer the composite behavior of a collection of hopCP modules. Operational Semantics of hopCP in terms of labeled transition systems is presented. A few examples are described to illustrate the expressive power of hopCP. A summary of the implementation is also presented

Static analysis techniques for the synthesis of efficient asynchronous circuits

technical reportIn the context of deriving asynchronous circuits from high-level descriptions, determining whether two actions are potentially concurrent (overlapped execution) or serial (non-overlapped execution) has several advantages. This knowledge can be utilized to efficiently implement shared variables, support speculative guard evaluation, and optimize resources (circuitry) by sharing. In a distributed environment with several concurrent processes, determining whether two actions are potentially concurrent or not, automatically, is often difficult to formulate and computationally expensive. In this paper, we present techniques to overcome these problems. First, we present a tool called parComp which infers the composite behavior of a collection of modules, and then we present an algorithm called conCur to analyze the inferred behavior to detect the seriality of two actions. Simple heuristics are presented for the abstraction of the inferred behavioral descriptions and improving the efficiency of conCur. The algorithms parComp and conCur are illustrated in the hopCP framework and implemented in Standard ML of New Jersey. Execution times of the algorithms are reported on a variety of examples. The results are quite encouraging

Specification and validation of control-intensive integrated circuits in hopCP

technical reportControl intensive ICs pose a significant challenge to the users of formal methods in designing hardware. These ICs have to support a wide variety of requirements including synchronous and asynchronous operations, polling and interrupt-driven modes of operation, multiple concurrent threads of execution, complex computations, and programmability. In this paper, we illustrate the use of formal methods in the design of a control intensive IC called the "Intel 8251" Universal Synchronous/Asynchronous Receiver/Transmitter (USART), using our formal hardware description language 'hopCP'. A feature of hopCP is that it supports communication via asynchronous ports (distributed shared variables writable by exactly one process), in addition to synchronous message passing. We show the usefulness of this combination of communication constructs. We outline static analysis algorithms to determine safe usages of asynchronous ports, and also to discover other static properties of the specification. We discuss a compiled-code concurrent functional simulator called CFSIM, as well as the use of concurrent testers for driving CFSIM. The use of a seraantically well specified and simple language, and the associated analysis/simulation tools helps conquer the complexity of specifying and validating control intensive ICs

CFSIM: A concurrent compiled-code functional simulator for hopCP

Journal ArticleControl intensive ICs pose a significant challenge to the users of formal methods in designing hardware. These ICs have to support a wide variety of requirements including synchronous and asynchronous operations, polling and interrupt-driven modes of operation, multiple concurrent threads of execution, complex computations, and programmability. In this paper, we illustrate the use of formal methods in the design of a control intensive IC called the "Intel 8251" Universal Synchronous/Asynchronous Receiver/Transmitter (USART), using our formal hardware description language 'hopCP'. A feature of hopCP is that it supports communication via asynchronous ports (distributed shared variables writable by exactly one process), in addition to synchronous message passing. We show the usefulness of this combination of communication constructs. We outline static analysis algorithms to determine safe usages of asynchronous ports, and also to discover other static properties of the specification. We discuss a compiled-code concurrent functional simulator called CFSIM, as well as the use of concurrent testers for driving CFSIM. The use of a semantically well specified and simple language, and the associated analysis/simulation tools helps conquer the complexity of specifying and validating control intensive ICs

From process-oriented functional specifications to efficient asynchronous circuits

technical reportA methodology for high-level synthesis and performance optimization of asynchronous circuits is described. A specification language called hopCP which is based on a simple extension to classical flow graphs is introduced. The extension involves the addition of expression actions to a flow graph, to model computational aspects of hardware behavior in a purely functional framework. Control and Communication aspects are modeled explicitly just as in Hoare's CSP. A systematic methodology to synthesize asynchronous circuits from hopCP based on the notion of a self-timed block is presented. The compilation methodology based on self-timed blocks coupled with the functional flavor of hop CP gives us the ability to exploit several optimizations like quick return, intra-loop pipelining and speculative evaluation of conditional expressions. The specification language hopCP, the synthesis procedure and the optimizations are illustrated in design of an asynchronous iterative multiplier

Increasing Efficiency of Recommendation System using Big Data Analysis

In the present Digital Space a lot of Internet users try to come up with solutions to a particular problem by suggesting solutions that are pre-existing on the Internet. This brings down the originality of posts and we are able to overcome this problem by applying prediction models on data sets. It is important for a user to come up with original ideas to gain up votes which in turn represent the quality of a post. Due to the huge influx of data at every moment, the need for big data analytics becomes essential and hence the use of an open source framework like Hadoop is imperative so as to increase effectiveness of recommender system built on these prediction models

Socio-economic Impact Assessment of Livelihood Security in Agriculture, Animal Husbandry and Aquaculture on the Tsunami-hit Lands of Andaman

Indian subcontinent is highly vulnerable to major natural disasters such as earthquakes, cyclones, floods, droughts, landslides and bushfires. Tsunami, which is a recent addition to this list, had occurred in the early morning of 26th December 2004, after a massive earthquake of 9.2 magnitude on the Richter scale in Andaman & Nicobar islands, resulting in the submergence of large area of farmland, and subsequent drying up of water bodies. It caused moisture stress for the standing crops, livestock and fisheries and affected the livelihood of the people to a large extent. In this context, the present study has been carried out to make the socio-economic impact assessment of livelihood security in agriculture, animal husbandry and aquaculture on the tsunami-hit lands of Andaman. Data have been collected from 150 sample respondents and the survey has been conducted for two periods, pre-tsunami and post-tsunami. The results have indicated that tsunami has ravaged the households, standing crops, farm inputs such as seed, feed and implements, livestock and poultry population, their sheds, fish ponds, etc., thereby affecting the basic livelihood security of the people in Andaman. The rehabilitation measures taken by the government and NGOs have improved their livelihoods by reviving agriculture considerably in the subsequent years and by creating employment opportunities in various farm and non-farm activities. The paper has suggested creating profitable livelihood security to vulnerable sections of the society in the existing socio-economic penury with holistic intervention of the community, government and NGOs.Agricultural and Food Policy,