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Spatial Computation. A computation model based on: application ... HW compilation for spatial computation. Studied first-order properties of spatial computation ...
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Mihai Budiu. Microsoft Research Silicon Valley. Girish ... Cannot rely on global signals (clock is a global signal) 5ps. 20ps. gate. wire. Automatic ...
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ASIC. 20 seconds. 10 seconds. 20 minutes. 1 hour. 200 lines. Mem. 31 ... Design an ASIC in a day. Fully automatic ... rivals custom ASIC. Performance rivals ...
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Cadence P/R. ASIC. 180nm std. cell library, 2V ~1999 ... Cadence P/R. ASIC. 20 seconds. 10 seconds. 20 minutes. 1 hour. 200 lines. Mem. 31. ASH Area (mm2) ...
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Girish Venkataramani, Tiberiu Chelcea, Mihai Budiu, and Seth C. ... Verilog. back-end. Synopsys, Cadence P/R. asynchronous. circuit. layout. ModelSim. Input data ...
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(Verilog simulation) performance. numbers. Mem. commercial tools ... Verilog. back-end. Synopsys, Cadence P/R. ASIC. 20 seconds. 10 seconds. 20 minutes. 1 hour ...
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Compiler. Dataflow IR. Reconfigurable/custom hw. Dataflow machine. HW backend. 10 ... We compared with a Balsa synthesis system ...
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BitValue: Detecting and Exploiting Narrow Bitwidth Computations Mihai Budiu Carnegie Mellon University mihaib@cs.cmu.edu joint work with Majd Sakr, Kip Walker and ...
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On How to Talk Mihai Budiu mihaib@cs.cmu.edu Monday seminar, Apr 12, 2004 The Golden Rule Human attention is the scarcest resource -- Herbert Simon [Nobel 1972 ...
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CASH: Compiling Application-Specific Hardware. Mihai Budiu. ST Microelectronics, June 11, 2003 ... fast, local communication. Inexpensive large bandwidth: ...
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Dryad: Distributed Data-Parallel Programs from Sequential Building Blocks Michael Isard, Mihai Budiu, Yuan Yu, Andrew Birrell, Dennis Fetterly Microsoft Research ...
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CPU support for narrow widths. Reconfigurable hardware. Motivation: hardware ... Mihai Budiu -- Narrowing bitwidths -- SOCS2. 4. No programming language support ...
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AT&T Labs Research Cornell University. Challenges in Reliable Multicast ... P. Birman, Mark Hayden, Oznur Ozkasap, Zhen Xiao, Mihai Budiu, and Yaron Minsky. ...
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Routing for Reliability in Molecular Diode-based Programmable Nanofabrics Kushal Datta, Arindam Mukherjee and Arun Ravindran Department of Electrical and Computer ...
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Fast Compilation for Reconfigurable Hardware ... Cordic Honeywell timing benchmark for vector rotation. ... IDEA PGP encryption algorithm.
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(the basic processing elements compute on 1 bit) word-based architectures: PipeRench (CMU) ... (basic PE is a MIPS 2000 core) SSS 4/9/99. CMU Reconfigurable ...
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Toasted CPU: about 2 sec after removing cooler. (Tom's Hardware Guide) 4 ... Data from Fred Polack, Intel, MICRO 32. Assuming constant die size, no power management ...
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sum's loop. Long. latency. pipe. predicate. step 7. 38. Predicate ack. edge is on ... 41. Outline. Problems of current architectures. Compiling ASH. Pipelining ...
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Spatial Computation Mihai ... , Dynamic Evaluation SIDE Register Promotion Impact Outline ... The dataflow machine generated is very close semantically to the ...
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... crash during ... half get the multicast but crash failures might 'conceal' outcome ... Stock market updates. Air-traffic control. Medical ...
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Dryad: Distributed Data-Parallel Programs from Sequential. Building Blocks ... The Dryad execution engine: Schedules across resources ...
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But after 25 minutes, it was not a funny joke any more. Make sure this is one mistake you never. ... Quotes. Significant illustration. Important pictures. 11 ...
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Data from Fred Polack, Intel, MICRO 32. Assuming ... AHA! 17. Focusing In. PPC. NEC. DSP. 802.11a. 18. mP: MOPS/mW=.13. Useful arithmetic. Nop = 2 (two ways) ...
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De Verkenner m t Lint Via Wintoets+E of via het bekende enveloppe-pictogram in de taakbalk van het Bureaublad kom ... Test: sluit pc af, laat CD in station, en ...
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Not 'we implemented a parallel version' Historically, low-latency ... Job = Directed Acyclic Graph. Processing. vertices. Channels (file, pipe, shared. memory) ...
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Carr & Kennedy, PLDI 1990. Scalar Replacement - Arrays, no control flow - Carr & Kennedy, SPE 1994. Generalized Scalar Replacement - Restricted control-flow ...
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... Specific Hardware is three orders of magnitude better than superscalar processors, one order of magnitude better than low-power digital signal ...
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Dataflow: A Complement to Superscalar
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Clamping operations. Type castings. Static array index bounding. 8/25/09. 6 ... Clamping operations. int I; i: 32 bit. if (i 32767) i = 32767; else if (i -32768) ...
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A Probabilistic Approach to Nano-computing. J. Chen, J. Mundy, Y. Bai, S.-M. C. Chan, ... Nano-scale devices are attractive but have high probability of failure ...
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... and policies Programming discipline Composeable policy organization First-class ... and ICE JNI library) Email Policy Hierarchy Related policy concerns are ...
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Title: Sentence Comprehension with Limited Working Memory: Computational and Cognitive Foundations Author: Richard L Lewis Last modified by: Dan Created Date
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Side-effect sequencing. Optimizations. Conclusions /40. 13. Block- and Edge-Predicates ... side-effect. Delete predicates of instructions w/o side-effects /40. 20 ...
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CS376 Seminal Ideas
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Yahoo Hadoop, Pig Latin. Microsoft Dryad, DryadLINQ ... espn.com. Sports. 0.9. Visits. URL Info. User. URL. Time. Amy. cnn.com. 8:00. Amy. bbc.com. 10:00 ...
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var logentries = from line in logs. where !line.StartsWith('#') select new ... var accesses = from access in user. group access by access.page into pages ...
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Key idea: meaning overlap (supported by van Oostendorp & Mul, 1990; van Oostendorp & Kok, 1990) ... Does context influence meaning access for an ambiguous word? ...
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(sym-add-ia banana vegetable -0.013203714) (sym-add-ia banana citrus 0.06277088) 16 ... (add-dm (banana isa meaning)) (add-dm (fruit isa meaning) ...
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Epidemic algorithms for replicated database maintenance; Alan ... Solution; Jim Gray, Pat Helland, Patrick O'Neil, Dennis Sasha, SIGMOD 1996 ( Read in CS632) ...
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Lam 92, Wall 93, Theobald 93, Rauchwerger 93, Sohi 95, Chen 90, Smith 89, ... Unrolling Does Not Help. for(i = 0; i 64; i ) { for (j = 0; X[j].r != 0xF; j =2) ...
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Acoustic Beam Forming: master collects information from slaves and decides ... Atomic Broadcast = the same set of messages is delivered by all the processes in ...
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1 loop ) 2 loops, which can slip with respect to each other. in' slips ahead of out' ) pipelining of the loop body. 27. One Token Loop Per 'Object' ...
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Strategy: substitute compile time (cheap) for manufacturing precision (expensive) ... 100x speedup when compiled properly. Do not do speculative or parallel ...
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Pedro V. Artigas Carnegie Mellon University. Seth Copen Goldstein Carnegie Mellon University ... Same workloads as superscalar (C programs: Mediabench, Spec) ...
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Program Analysis Techniques. for Memory Disambiguation. Radu Rugina and Martin Rinard ... (write v into the memory location that p points to) What memory ...
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ILP = nodes / critical path length ... What is the critical path of a particular program ... the end: X was critical. node propagating token. node discarding ...
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At Black Hat USA 2006 Wednesday, two researchers demonstrated just how easy it ... is valuable for comprehension and topology map for Sneak Subtree and Path Analysis ...
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Construct model. Gate-level. Circuit. Verilog. Simulation. Profiling. Trace. Processing ... bm. b1. b2. p1. p2. S1. S2. If p1 p2. New S2 = (Old S2) d. S1 ...
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Epidemics, CS 598 IG, Fall 2004. Prelude: Multicasting. Many protocols. MBONE, 6BONE, XTP, etc. ... But as graph shows, not that scalable. 4. Epidemics, CS 598 ...
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Peer-to-peer Hardware-software Interfaces for Reconfigurable Fabrics. Paper by: Mihai Budiu, Mahim Mishra, Ashwin R. Bharambe, and Seth Copen Goldstein ...
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