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Shoestring: Probabilistic Soft Error Reliability on the Cheap

by Shuguang Feng, Shantanu Gupta, Amin Ansari, Scott Mahlke
"... Aggressive technology scaling provides designers with an ever increasing budget of cheaper and faster transistors. Unfortunately, this trend is accompanied by a decline in individual device reliability as transistors become increasingly susceptible to soft errors. We are quickly approaching a new er ..."
Abstract - Cited by 24 (3 self) - Add to MetaCart
Aggressive technology scaling provides designers with an ever increasing budget of cheaper and faster transistors. Unfortunately, this trend is accompanied by a decline in individual device reliability as transistors become increasingly susceptible to soft errors. We are quickly approaching a new

Iterative (turbo) soft interference cancellation and decoding for coded CDMA

by Xiaodong Wang, H. Vincent Poor - IEEE Trans. Commun , 1999
"... Abstract — The presence of both multiple-access interference (MAI) and intersymbol interference (ISI) constitutes a major impediment to reliable communications in multipath code-division multiple-access (CDMA) channels. In this paper, an iterative receiver structure is proposed for decoding multiuse ..."
Abstract - Cited by 456 (18 self) - Add to MetaCart
computational complexity. A low-complexity SISO multiuser detector is developed based on a novel nonlinear interference suppression technique, which makes use of both soft interference cancellation and instantaneous linear minimum mean-square error filtering. The properties of such a nonlinear interference

Soft Error Resilience of Probabilistic Inference Applications

by Vicky Wong, Mark Horowitz - IN PROCEEDINGS OF THE WORKSHOP ON SYSTEM EFFECTS OF LOGIC SOFT ERRORS , 2006
"... With shrinking device size and increasing complexity, soft errors are becoming an issue in the reliability of digital systems. To make efficient robust systems, it is important to understand how soft errors affect the quality of output for the target applications. Probabilistic inference applicatio ..."
Abstract - Cited by 16 (0 self) - Add to MetaCart
With shrinking device size and increasing complexity, soft errors are becoming an issue in the reliability of digital systems. To make efficient robust systems, it is important to understand how soft errors affect the quality of output for the target applications. Probabilistic inference

Probabilistic Soft Error Detection Based on Anomaly Speculation

by Joonhyuk Yoo , 2011
"... Microprocessors are becoming increasingly vulnerable to soft errors due to the current trends of semiconductor technology scaling. Traditional redundant multi-threading architectures provide perfect fault tolerance by re-executing all the computations. However, such a full re-execution technique si ..."
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Microprocessors are becoming increasingly vulnerable to soft errors due to the current trends of semiconductor technology scaling. Traditional redundant multi-threading architectures provide perfect fault tolerance by re-executing all the computations. However, such a full re-execution technique

Accurate reliablity evaluation and enhancement via probabilistic transfer matrices

by Smita Krishnaswamy, George F. Viamontes, Igor L. Markov, John P. Hayes - In Proc , 2005
"... Soft errors are an increasingly serious problem for logic circuits. To estimate the effects of soft errors on such circuits, we develop a general computational framework based on probabilistic transfer matrices (PTMs). In particular, we apply them to evaluate circuit reliability in the presence of s ..."
Abstract - Cited by 43 (5 self) - Add to MetaCart
Soft errors are an increasingly serious problem for logic circuits. To estimate the effects of soft errors on such circuits, we develop a general computational framework based on probabilistic transfer matrices (PTMs). In particular, we apply them to evaluate circuit reliability in the presence

Fingerprinting: Bounding Soft-Error Detection Latency and Bandwidth

by Jared C. Smolens, Brian T. Gold, Jangwoo Kim, Babak Falsafi, James C. Hoe, Andreas G. Nowatzyk - In Proc. of the Symposium on Architectural Support for Programming Languages and Operating Systems (ASPLOS , 2004
"... Recent studies have suggested that the soft-error rate in microprocessor logic will become a reliability concern by 2010. This paper proposes an e#cient error detection technique, called fingerprinting, that detects di#erences in execution across a dual modular redundant (DMR) processor pair. Finger ..."
Abstract - Cited by 80 (8 self) - Add to MetaCart
Recent studies have suggested that the soft-error rate in microprocessor logic will become a reliability concern by 2010. This paper proposes an e#cient error detection technique, called fingerprinting, that detects di#erences in execution across a dual modular redundant (DMR) processor pair

Error Resilient System Architecture (ERSA) For Probabilistic Applications

by Jason Bau, Richard Hankins, Quinn Jacobson, Subhasish Mitra, Bratin Saha, Ali-reza Adl-tabatabai
"... Abstract—Probabilistic applications such as data mining, image recognition and case synthesis (often referred to as Recognition, Mining and Synthesis or RMS), constitute a class of emerging applications expected to drive future demand for computational capacity. This paper describes the design and p ..."
Abstract - Cited by 5 (0 self) - Add to MetaCart
and prototyping of a low-cost Error-Resilient System Architecture (ERSA), specifically targeted for these applications, featuring a combination of cheap, unreliable compute power together with a small fraction of reliable processor cores for running system software, controlling application flow, and recovering

Characterization of Soft Errors Caused by Single Event Upsets in CMOS Processes

by Tanay Karnik, Senior Member - IEEE Transactions on Dependable and Secure Computing, 1(2):128–143, April-June
"... Abstract—Radiation-induced single event upsets (SEUs) pose a major challenge for the design of memories and logic circuits in highperformance microprocessors in technologies beyond 90nm. Historically, we have considered power-performance-area trade offs. There is a need to include the soft error rat ..."
Abstract - Cited by 88 (1 self) - Add to MetaCart
rate (SER) as another design parameter. In this paper, we present radiation particle interactions with silicon, charge collection effects, soft errors, and their effect on VLSI circuits. We also discuss the impact of SEUs on system reliability. We describe an accelerated measurement of SERs using a

Probabilistic Soft Error Rate Estimation from Statistical

by Fan Wang, Vishwani D. Agrawal - SEU Parameters,” in Proc. 17th IEEE North Atlantic Test Workshop , 2008
"... Nanometer CMOS VLSI circuits are highly sensitive to soft errors, also known as single-event upsets (SEU) that induce current pulses at random times and at random locations in a digital circuit. Environmental causes of SEU include cosmic radiation and high-energy particles. Our neutron induced soft ..."
Abstract - Cited by 1 (1 self) - Add to MetaCart
Nanometer CMOS VLSI circuits are highly sensitive to soft errors, also known as single-event upsets (SEU) that induce current pulses at random times and at random locations in a digital circuit. Environmental causes of SEU include cosmic radiation and high-energy particles. Our neutron induced soft

On the Reliable Performance of Sequential Adders for Soft Computing

by Jinghang Liang, Jie Han, Fabrizio Lombardi
"... Abstract — Addition is a significant operation in soft computing; several sequential adder designs have been proposed in the technical literature. These adders show different operational profiles; some of them are inspired by biological networks or the probabilistic nature of nanometric devices (suc ..."
Abstract - Cited by 1 (1 self) - Add to MetaCart
(such as the Lower-part OR Adder (LOA) and the Probabilistic Full Adder (PFA)). This paper deals with the reliability assessment and comparison of these sequential adder implementations. A new metric referred to as the mean error distance (MED) is proposed as a unified figure for evaluating
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