... Such systemsinclude large- scale aerospace systems, power systems, communications sys-tems, network systems, transportation systems, large- scale manufacturingsystems, integrative biological systems, ... complex large- scale dynamical systems it is often desirable to treat the overall system as a collection of interconnected subsystems. The behavior of the aggregateor composite (i.e., large- scale) system ... have in mind large flexible space structures, aerospace systems, electric powersystems, network systems, communications systems, transportation systems, economicsystems, and ecological systems,...
... promise of large- scale discriminative training for SMT is to scale toarbitrary types and numbers of features and to pro-vide sufficient statistical support by parameter esti-mation on large sample ... features vectors grew too large tobe kept in memory.6 DiscussionWe presented an approach to scaling discrimina-tive learning for SMT not only to large featuresets but also to large sets of parallel ... Computational LinguisticsJoint Feature Selection in Distributed Stochastic Learningfor Large- Scale Discriminative Training in SMT Patrick Simianer and Stefan RiezlerDepartment of Computational LinguisticsHeidelberg...
... integrated these largescale linguistic resources into our natural language understanding system. Client- server architecture was used to make a large volume of lexical information and a large knowledge ... (WordNet-based KB concept names from ISI see text) 984 Integration of Large- Scale Linguistic Resources in a Natural Language Understanding System Lewis M. Norton, Deborah A. Dahl, Li Li, and Katharine ... Knowledge acquisition is a serious bottleneck for natural language understanding systems. For this reason, large- scale linguistic resources have been compiled and made available by organizations...
... 4-2 Large- Scale MPLS VPN Deployment Copyright 2000, Cisco Systems, Inc. MP-BGP Scalability Mechanisms Review Questions n Describe ... router, prior to sending the information to the receiving router. 4-4 Large- Scale MPLS VPN Deployment Copyright 2000, Cisco Systems, Inc. Partitioned Route Reflectors Review Questions n What ... uploading a filter to the neighbor. n Why are outbound route filters useful? Copyright 2000, Cisco Systems, Inc. Release Date: October 2000 4-3 They are used by the receiving PE router to make...
... 4 Large- Scale MPLS VPN Deployment 4-2 Large- Scale MPLS VPN Deployment Copyright 2000, Cisco Systems, Inc. MP-BGP Scalability Mechanisms Review ... filter to the neighbor. n Why are outbound route filters useful? 4-4 Large- Scale MPLS VPN Deployment Copyright 2000, Cisco Systems, Inc. Partitioned Route Reflectors Review Questions n What ... Questions n Describe BGP scaling issues in a MPLS VPN network. The number of routes in a very large MPLS/VPN network may result in exceeding the resources of the PE routers. MPLS VPN uses...
... overthem. 6.1 Future WorkA large- scale web search engine is a complex system and much remains to be done. Our immediategoals are to improve search efficiency and to scale to approximately 100 ... unpredictable or incorrect behavior. Systems whichaccess large parts of the Internet need to be designed to be very robust and carefully tested. Since large complex systems such as crawlers will invariably ... produce better search results. Thispaper addresses this question of how to build a practical large- scalesystem which can exploit theadditional information present in hypertext. Also we look at...
... Erin Duggan May 31, 2012 212-335-9400 DA VANCE: ABACUS BANK AND 19 INDIVIDUALS CHARGED IN LARGE- SCALE MORTGAGE FRAUD CONSPIRACY Employees and Managers Charged With Routinely Submitting False ... significant fraud scheme. My office is committed to ferreting out fraud throughout the housing system, and partnering with law enforcement agencies making a similar commitment.” Charles R. ... they entrust their money to, regardless of their size. The protection of the nation’s financial system remains a top priority for IRS-Criminal Investigation.” The indictment, representing...
... perfor-mance of each system not only illustrates how each system scalesas the amount of data is increased, but also allows us to (to someextent) compare the results to the original MR system. While ... differences between the MapReduce approachto performing large- scale data analysis and the approach taken byparallel database systems. The two classes of systems make differ-ent choices in several key ... analysis systems that we test differ inoperating assumptions and discuss the ways in which we dealt withthem in order to make the experiments uniform.4.1.1 Tested SystemsHadoop: The Hadoop system...
... presents Scribe, a large- scale event notification infrastruc-ture for topic-based publish-subscribe applications. Scribe supports large num-bers of topics, with a potentially large number of subscribers ... ones.1 IntroductionPublish-subscribe has emerged as a promising paradigm for large- scale, Internet baseddistributed systems. In general, subscribers register their interest in a topic or a patternof ... topic.offer an attractive platform for publish-subscribe systems that can leverage these prop-erties. In this paper we present Scribe, a large- scale, decentralized event notification in-frastructure...
... of our system was thatit be scalable. Unlike some of the discriminativebaselines, which require expensive operations9on9It is true that in order train our system, one must parse large amounts ... translations from the baseline Moses system ofSection 5.3.3 with German as the input language. For each lan-guage model, we took k-best lists from the baseline system andreplaced the baseline ... 959–968,Jeju, Republic of Korea, 8-14 July 2012.c2012 Association for Computational Linguistics Large- Scale Syntactic Language Modeling with TreeletsAdam Pauls Dan KleinComputer Science DivisionUniversity...
... for the case of SMT, too much un-certainty could in a sense overwhelm the machineand it might be better to provide new training datain a more gradual manner. A sentence with large #s of unseen ... re-lated to previous work falling into three main ar-eas: use of AL when large corpora already exist;cost-focused AL; and AL for SMT. In a sense, the work of Banko and Brill (2001)is closely related ... on giant corpora many orders of mag-nitude larger than previously used, they do lay outhow AL might be useful to apply to acquire datato augment a large set cheaply because they rec-ognize...