partition Three impossibilities with partitioned indexes By www.orafaq.com Published On :: Sun, 01 Sep 2013 16:22:11 +0000 articles: RDBMS ServerThere are three restrictions on indexing and partitioning: a unique index cannot be local non-prefixed; a global non-prefixed index is not possible; a bitmap index cannot be global. Why these limitations? I suspect that they are there to prevent us from doing something idiotic. This is the table used for all examples that follow: CREATE TABLE EMP (EMPNO NUMBER(4) CONSTRAINT PK_EMP PRIMARY KEY, ENAME VARCHAR2(10), JOB VARCHAR2(9), MGR NUMBER(4), HIREDATE DATE, SAL NUMBER(7,2), COMM NUMBER(7,2), DEPTNO NUMBER(2) ) PARTITION BY HASH (EMPNO) PARTITIONS 4; the usual EMP table, with a partitioning clause appended. It is of course a contrived example. Perhaps I am recruiting so many employees concurrently that a non-partitioned table has problems with buffer contention that can be solved only with hash partitioning. Why can't I have a local non-prefixed unique index? A local non-unique index is no problem, but unique is not possible: orclz> create index enamei on emp(ename) local; Index created. orclz> drop index enamei; Index dropped. orclz> create unique index enamei on emp(ename) local; create unique index enamei on emp(ename) local * ERROR at line 1: ORA-14039: partitioning columns must form a subset of key columns of a UNIQUE index You cannot get a around the problem by separating the index from the constraint (which is always good practice): orclz> create index enamei on emp(ename) local; Index created. orclz> alter table emp add constraint euk unique (ename); alter table emp add constraint euk unique (ename) * ERROR at line 1: ORA-01408: such column list already indexed orclz> So what is the issue? Clearly it is not a technical limitation. But if it were possible, consder the implications for performance. When inserting a row, a unique index (or a non-unique index enforcing a unique constraint) must be searched to see if the key value already exists. For my little four partition table, that would mean four index searches: one of each local index partition. Well, OK. But what if the table were range partitioned into a thousand partitions? Then every insert would have to make a thousand index lookups. This would be unbelievably slow. By restricting unique indexes to global or local prefixed, Uncle Oracle is ensuring that we cannot create such an awful situation. Why can't I have a global non-prefixed index? Well, why would you want one? In my example, perhaps you want a global index on deptno, partitioned by mgr. But you can't do it: orclz> create index deptnoi on emp(deptno) global partition by hash(mgr) partitions 4; create index deptnoi on emp(deptno) global partition by hash(mgr) partitions 4 * ERROR at line 1: ORA-14038: GLOBAL partitioned index must be prefixed orclz>This index, if it were possible, might assist a query with an equality predicate on mgr and a range predicate on deptno: prune off all the non-relevant mgr partitions, then a range scan. But exactly the same effect would be achieved by using global nonpartitioned concatenated index on mgr and deptno. If the query had only deptno in the predicate, it woud have to search each partition of the putative global partitioned index, a process which would be just about identical to a skip scan of the nonpartitioned index. And of course the concatenated index could be globally partitioned - on mgr. So there you have it: a global non-prefixed index would give you nothing that is not available in other ways. Why can't I have a global partitioned bitmap index? This came up on the Oracle forums recently, https://forums.oracle.com/thread/2575623 Global indexes must be prefixed. Bearing that in mind, the question needs to be re-phrased: why would anyone ever want a prefixed partitioned bitmap index? Something like this: orclz> orclz> create bitmap index bmi on emp(deptno) global partition by hash(deptno) partitions 4; create bitmap index bmi on emp(deptno) global partition by hash(deptno) partitions 4 * ERROR at line 1: ORA-25113: GLOBAL may not be used with a bitmap index orclz> If this were possible, what would it give you? Nothing. You would not get the usual benefit of reducing contention for concurrent inserts, because of the need to lock entire blocks of a bitmap index (and therefore ranges of rows) when doing DML. Range partitioning a bitmap index would be ludicrous, because of the need to use equality predicates to get real value from bitmaps. Even with hash partitions, you would not get any benefit from partition pruning, because using equality predicates on a bitmap index in effect prunes the index already: that is what a bitmap index is for. So it seems to me that a globally partitioned bitmap index would deliver no benefit, while adding complexity and problems of index maintenance. So I suspect that, once again, Uncle Oracle is protecting us from ourselves. Is there a technology limitation? I am of course open to correction, but I cannot see a technology limitation that enforces any of these three impossibilities. I'm sure they are all technically possible. But Oracle has decided that, for our own good, they will never be implemented. -- John Watson Oracle Certified Master DBA http://skillbuilders.com Full Article
partition LXer: How to Set Up a Separate /home Partition on Linux By www.linuxquestions.org Published On :: Sat, 28 Sep 2024 04:53:15 GMT Published at LXer: By creating a separate /home partition, Linux users can preserve personal files and settings during OS reinstallations, avoiding data loss and simplifying the migration process.... Full Article Syndicated Linux News
partition Moving the Root Partition to a New Disk in Ubuntu 18.10 (General GRUB Chicanery) By www.robotthoughts.com Published On :: Sat, 22 Dec 2018 00:17:07 +0000 I had a Ubuntu 18.10 install setup perfectly on a disk shared with a Windows 10 install. I originally setup Windows 10 and then reduced the size of the Windows 10 partition to make room for a Ubuntu 18.10 install. After the install of Windows 10 and the Ubuntu 18.10 install I had these partitions: […] The post Moving the Root Partition to a New Disk in Ubuntu 18.10 (General GRUB Chicanery) first appeared on robotthoughts. Full Article Alienware Linux Technology
partition Interpreting recent Iowa election poll using a rough Bayesian partition of error By statmodeling.stat.columbia.edu Published On :: Mon, 04 Nov 2024 01:25:52 +0000 A political science colleague wrote in: We are all abuzz about the Harris +3 in that Iowa Poll with its great track record. When I check the write up of this poll I see a reasonably detailed description of their … Continue reading → Full Article Bayesian Statistics Political Science
partition [ F.748.20 (12/22) ] - Technical framework for deep neural network model partition and collaborative execution By www.itu.int Published On :: Tue, 21 Mar 2023 11:58:00 GMT Technical framework for deep neural network model partition and collaborative execution Full Article
partition Structure of the Nuttall partition for some class of four-sheeted Riemann surfaces By www.ams.org Published On :: Tue, 01 Oct 2024 14:21 EDT N. R. Ikonomov and S. P. Suetin Trans. Moscow Math. Soc. 83 (), 33-54. Abstract, references and article information Full Article
partition On subtensors of high partition rank By www.ams.org Published On :: Tue, 05 Nov 2024 15:05 EST Jan Draisma and Thomas Karam Proc. Amer. Math. Soc. 152 (), 5083-5093. Abstract, references and article information Full Article
partition The C-terminal region of the plasmid partitioning protein TubY is a tetramer that can bind membranes and DNA [Protein Structure and Folding] By www.jbc.org Published On :: 2020-12-18T00:06:18-08:00 Bacterial low-copy-number plasmids require partition (par) systems to ensure their stable inheritance by daughter cells. In general, these systems consist of three components: a centromeric DNA sequence, a centromere-binding protein and a nucleotide hydrolase that polymerizes and functions as a motor. Type III systems, however, segregate plasmids using three proteins: the FtsZ/tubulin-like GTPase TubZ, the centromere-binding protein TubR and the MerR-like transcriptional regulator TubY. Although the TubZ filament is sufficient to transport the TubR-centromere complex in vitro, TubY is still necessary for the stable maintenance of the plasmid. TubY contains an N-terminal DNA-binding helix-turn-helix motif and a C-terminal coiled-coil followed by a cluster of lysine residues. This study determined the crystal structure of the C-terminal domain of TubY from the Bacillus cereus pXO1-like plasmid and showed that it forms a tetrameric parallel four-helix bundle that differs from the typical MerR family proteins with a dimeric anti-parallel coiled-coil. Biochemical analyses revealed that the C-terminal tail with the conserved lysine cluster helps TubY to stably associate with the TubR-centromere complex as well as to nonspecifically bind DNA. Furthermore, this C-terminal tail forms an amphipathic helix in the presence of lipids but must oligomerize to localize the protein to the membrane in vivo. Taken together, these data suggest that TubY is a component of the nucleoprotein complex within the partitioning machinery, and that lipid membranes act as mediators of type III systems. Full Article
partition Nonspecific DNA binding by P1 ParA determines the distribution of plasmid partition and repressor activities [Microbiology] By www.jbc.org Published On :: 2020-12-11T00:06:21-08:00 The faithful segregation, or “partition,” of many low-copy number bacterial plasmids is driven by plasmid-encoded ATPases that are represented by the P1 plasmid ParA protein. ParA binds to the bacterial nucleoid via an ATP-dependent nonspecific DNA (nsDNA)-binding activity, which is essential for partition. ParA also has a site-specific DNA-binding activity to the par operator (parOP), which requires either ATP or ADP, and which is essential for it to act as a transcriptional repressor but is dispensable for partition. Here we examine how DNA binding by ParA contributes to the relative distribution of its plasmid partition and repressor activities, using a ParA with an alanine substitution at Arg351, a residue previously predicted to participate in site-specific DNA binding. In vivo, the parAR351A allele is compromised for partition, but its repressor activity is dramatically improved so that it behaves as a “super-repressor.” In vitro, ParAR351A binds and hydrolyzes ATP, and undergoes a specific conformational change required for nsDNA binding, but its nsDNA-binding activity is significantly damaged. This defect in turn significantly reduces the assembly and stability of partition complexes formed by the interaction of ParA with ParB, the centromere-binding protein, and DNA. In contrast, the R351A change shows only a mild defect in site-specific DNA binding. We conclude that the partition defect is due to altered nsDNA binding kinetics and affinity for the bacterial chromosome. Furthermore, the super-repressor phenotype is explained by an increased pool of non-nucleoid bound ParA that is competent to bind parOP and repress transcription. Full Article
partition Aphrodite's killers : Cyprus, the EOKA conflict and the road to partition / David Carter. By encore.st-andrews.ac.uk Published On :: [London] : Downlow Productions, 2010. Full Article
partition A musical ode to Faiz’s only poem on Partition By www.thehindu.com Published On :: Fri, 24 Mar 2023 21:43:56 +0530 Amira and Vasundhara explore Faiz Ahmad Faiz’s poem ‘Subh-e-Azadi’ in a sonic landscape of traditional ragas and electronically modified sounds Full Article Music
partition Partition of Bengal: New Demands and Old Memories By www.thehindu.com Published On :: Sun, 28 Jul 2024 16:14:08 +0530 There are multiple demands from within West Bengal for separate political or administrative units. While the demand for Gorkhaland is more known, there are also Statehood demands for the Cooch Behar and Jangalmahal regions. Full Article Columns
partition B'luru: Partitions to shield cabbies, passengers By timesofindia.indiatimes.com Published On :: Sun, 10 May 2020 07:57:03 IST To protect both cabbies and passengers during the Covid-19 pandemic, some taxi operators in the city have installed plastic sheets in their vehicles to separate the driver and rear seats. Full Article
partition B'luru: Partitions to shield cabbies, passengers By Published On :: B'luru: Partitions to shield cabbies, passengers Full Article
partition Windows Server 2012 outgrows C: partition By www.bleepingcomputer.com Published On :: 2020-04-25T09:32:34-05:00 Full Article
partition Required partition is missing & The drive where the windows is installed is lock By www.bleepingcomputer.com Published On :: 2020-04-07T20:35:54-05:00 Full Article
partition Macrium partition on WinXP Pro Gone! By www.bleepingcomputer.com Published On :: 2020-02-19T22:03:19-05:00 Full Article
partition Migrating OLD recover partition into space By www.bleepingcomputer.com Published On :: 2020-04-22T11:34:08-05:00 Full Article
partition Can't read my hard drive in Windows 7 after creating a Linux partition By www.bleepingcomputer.com Published On :: 2020-04-23T15:30:32-05:00 Full Article
partition Partition Help By www.bleepingcomputer.com Published On :: 2020-05-04T18:01:46-05:00 Full Article
partition Recoverit Plays a Major Role in Easing Out the USB Partition Recovery By www.24-7pressrelease.com Published On :: Sat, 25 May 2019 07:00:00 GMT Wondershare offers Recoverit Data Recovery that assures USB partition recovery with no difficulties. Appreciated by popular media sites, it can be considered as one of the leading software for hard drive partition recovery. Full Article
partition Company Delivers Partitions Enhancing Social Distancing in the Workplace By www.24-7pressrelease.com Published On :: Fri, 08 May 2020 07:00:00 GMT Tarps Now® meets high demand for Translucent Partitions, Clear Clean Room Curtains and Plastic Sheeting Materials used to for Social Distancing Full Article
partition Exotic Springer fibers for orbits corresponding to one-row bipartitions. (arXiv:1810.03731v2 [math.RT] UPDATED) By arxiv.org Published On :: We study the geometry and topology of exotic Springer fibers for orbits corresponding to one-row bipartitions from an explicit, combinatorial point of view. This includes a detailed analysis of the structure of the irreducible components and their intersections as well as the construction of an explicit affine paving. Moreover, we compute the ring structure of cohomology by constructing a CW-complex homotopy equivalent to the exotic Springer fiber. This homotopy equivalent space admits an action of the type C Weyl group inducing Kato's original exotic Springer representation on cohomology. Our results are described in terms of the diagrammatics of the one-boundary Temperley-Lieb algebra (also known as the blob algebra). This provides a first step in generalizing the geometric versions of Khovanov's arc algebra to the exotic setting. Full Article
partition On the partitions into distinct parts and odd parts. (arXiv:2005.03619v1 [math.CO]) By arxiv.org Published On :: In this paper, we show that the difference between the number of parts in the odd partitions of $n$ and the number of parts in the distinct partitions of $n$ satisfies Euler's recurrence relation for the partition function $p(n)$ when $n$ is odd. A decomposition of this difference in terms of the total number of parts in all the partitions of $n$ is also derived. In this context, we conjecture that for $k>0$, the series $$ (q^2;q^2)_infty sum_{n=k}^infty frac{q^{{kchoose 2}+(k+1)n}}{(q;q)_n} egin{bmatrix} n-1\k-1 end{bmatrix} $$ has non-negative coefficients. Full Article
partition Maximum of Exponential Random Variables, Hurwitz's Zeta Function, and the Partition Function. (arXiv:2005.03392v1 [math.PR]) By arxiv.org Published On :: A natural problem in the context of the coupon collector's problem is the behavior of the maximum of independent geometrically distributed random variables (with distinct parameters). This question has been addressed by Brennan et al. (British J. of Math. & CS. 8 (2015), 330-336). Here we provide explicit asymptotic expressions for the moments of that maximum, as well as of the maximum of exponential random variables with corresponding parameters. We also deal with the probability of each of the variables being the maximal one. The calculations lead to expressions involving Hurwitz's zeta function at certain special points. We find here explicitly the values of the function at these points. Also, the distribution function of the maximum we deal with is closely related to the generating function of the partition function. Thus, our results (and proofs) rely on classical results pertaining to the partition function. Full Article
partition An improved exact algorithm and an NP-completeness proof for sparse matrix bipartitioning. (arXiv:1811.02043v2 [cs.DS] UPDATED) By arxiv.org Published On :: We investigate sparse matrix bipartitioning -- a problem where we minimize the communication volume in parallel sparse matrix-vector multiplication. We prove, by reduction from graph bisection, that this problem is $mathcal{NP}$-complete in the case where each side of the bipartitioning must contain a linear fraction of the nonzeros. We present an improved exact branch-and-bound algorithm which finds the minimum communication volume for a given matrix and maximum allowed imbalance. The algorithm is based on a maximum-flow bound and a packing bound, which extend previous matching and packing bounds. We implemented the algorithm in a new program called MP (Matrix Partitioner), which solved 839 matrices from the SuiteSparse collection to optimality, each within 24 hours of CPU-time. Furthermore, MP solved the difficult problem of the matrix cage6 in about 3 days. The new program is on average more than ten times faster than the previous program MondriaanOpt. Benchmark results using the set of 839 optimally solved matrices show that combining the medium-grain/iterative refinement methods of the Mondriaan package with the hypergraph bipartitioner of the PaToH package produces sparse matrix bipartitionings on average within 10% of the optimal solution. Full Article
partition Dynamically improving memory affinity of logical partitions By www.freepatentsonline.com Published On :: Tue, 26 May 2015 08:00:00 EDT In a computer system that includes multiple nodes and multiple logical partitions, a dynamic partition manager computes current memory affinity and potential memory affinity to help determine whether a reallocation of resources between nodes may improve memory affinity for a logical partition or for the computer system. If so, the reallocation of resources is performed so memory affinity for the logical partition or computer system is improved. Memory affinity is computed relative to the physical layout of the resources according to a hardware domain hierarchy that includes a plurality of primary domains and a plurality of secondary domains. Full Article
partition Managing CPU resources for high availability micro-partitions By www.freepatentsonline.com Published On :: Tue, 26 May 2015 08:00:00 EDT A partition manager relocates a logical partition from a primary shared processor pool to a secondary shared processor pool in response to a predetermined condition, such as a hardware failure. The relocated logical partition is allocated a smaller quantity of processing units from the secondary pool than it was allocated from the primary pool. A quantity of processing units reserved for a second logical partition is identified in the secondary shared processor pool, and a portion of those reserved processing units are allocated to the relocated logical partition. The reserved processing units may be redistributed among multiple relocated logical partitions. Full Article
partition Circuit partitioning and trace assignment in circuit design By www.freepatentsonline.com Published On :: Tue, 19 May 2015 08:00:00 EDT Methods and apparatuses for circuit design are described. In one embodiment, the method comprises determining a distribution of nets of a circuit, the distribution of the nets comprising numbers of blocks that each of the nets has in each of a plurality of partitions of the circuit in a partitioning solution, moving a first block of the circuit from a source partition to a destination partition to modify the partitioning solution, and updating the distribution of the nets after the moving. Full Article
partition Friction and wear management using solvent partitioning of hydrophilic-surface-interactive chemicals contained in boundary layer-targeted emulsions By www.freepatentsonline.com Published On :: Tue, 05 May 2015 08:00:00 EDT Lubrication additives of the current invention require formation of emulsions in base lubricants, created with an aqueous salt solution plus a single-phase compound such that partitioning within the resulting emulsion provides thermodynamically targeted compounds for boundary layer organization thus establishing anti-friction and/or anti-wear. The single-phase compound is termed “boundary layer organizer”, abbreviated BLO. These emulsion-contained compounds energetically favor association with tribologic surfaces in accord with the Second Law of Thermodynamics, and will organize boundary layers on those surfaces in ways specific to the chemistry of the salt and BLO additives. In this way friction modifications may be provided by BLOs targeted to boundary layers via emulsions within lubricating fluids, wherein those lubricating fluids may be water-based or oil-based. Full Article
partition Partition providing increased legroom By www.freepatentsonline.com Published On :: Tue, 19 May 2015 08:00:00 EDT A partition for separating front and rear occupant areas of a vehicle comprises a frame and multiple panel members. The frame is attached to the vehicle and has an upper lateral member, respective angled side tubular members and a window. The multiple panel members are configured to fit vertically between the window and a floor pan and horizontally between first and second sides. The multiple panel members comprise a first panel member for positioning adjacent the first side, a second panel member for positioning adjacent the second side and a center section laterally adjacent and separating the first and second panel members. The center section protrudes rearwardly relative to the first panel member and the second panel member. The second panel member is recessed forwardly of the first panel member and forwardly of the center section to increase space available in a rear seat aligned with the second panel member. Full Article
partition ADAPTIVE PARTITION SUBSET SELECTION MODULE AND METHOD FOR USE THEREWITH By www.freepatentsonline.com Published On :: Thu, 29 Jun 2017 08:00:00 EDT A partition subset selection module selects a subset of available partitions for a macroblock pair of the plurality of macroblock pairs, based on motion search motion vectors generated by a motion search section, and further based on a macroblock adaptive frame and field indicator. A motion refinement module generates refined motion vectors for the macroblock pair, based on the subset of available partitions for a macroblock pair. Full Article
partition Data flow programming of computing apparatus with vector estimation-based graph partitioning By www.freepatentsonline.com Published On :: Thu, 29 Jun 2017 08:00:00 EDT In various embodiments, a spectral graph partitioner (“SP”) of a graph partitioning system (“GPS”) may partition a data flow graph associated with a program into a plurality of subgraphs to be used to perform analysis or debugging. The SP may generate estimated eigenvectors for a matrix representing the graph through minimization of a function on the vectors. The SP may generate multiple eigenvectors to perform the clustering in a multi-dimensional space described by the eigenvectors. The SP may refine the clustering by repeating generation of eigenvectors to describe higher-dimensional spaces and perform further clustering. The SP may also determine quality metrics for the clusters and may stop refinement based on the quality metrics. The GPS may select between utilizing the SP or utilizing one or more other partitioners based on various factors such as, for example, graph size or quality metrics. Other embodiments may be described and/or claimed. Full Article
partition Partition system By www.freepatentsonline.com Published On :: Tue, 21 Apr 2015 08:00:00 EDT The invention relates to a partition system (10) comprising a plurality of wall elements (1) merging one into another, wherein at least one wall element (1) is designed as a stepped element (150), and wherein at least one wall element (1) is designed as a corner element (250). Full Article
partition Micro-fluidic partitioning between polymeric sheets for chemical amplification and processing By www.freepatentsonline.com Published On :: Tue, 26 May 2015 08:00:00 EDT A system for fluid partitioning for chemical amplification or other chemical processing or separations of a sample, comprising a first dispenser of a first polymeric sheet, wherein the first polymeric sheet contains chambers; a second dispenser of a second polymeric sheet wherein the first dispenser and the second dispenser are positioned so that the first polymeric sheet and the second polymeric sheet become parallel; a dispenser of the fluid positioned to dispense the fluid between the first polymeric sheet and the second polymeric sheet; and a seal unit that seals the first polymeric sheet and the second polymeric sheet together thereby sealing the sample between the first polymeric sheet and the second polymeric sheet and partitioning the fluid for chemical amplification or other chemical processing or separations. Full Article
partition Suitcase with connection for a partition made of double material By www.freepatentsonline.com Published On :: Tue, 24 Feb 2015 08:00:00 EST A suitcase comprising a body with an edge adapted to be coupled to a space of a connection means for a partition adapted to divide the internal space of the suitcase into a smaller space and a larger space, the connection comprising a raceway adapted to be slidingly coupled to a sliding element which is complementary to the raceway and fixed to a support element with which the partition is integrally associated, the connection includes an internal portion of the body made of soft material, at the extremity of which the raceway which is made of rigid material is fixed, and an external portion of the body made of soft material, the sliding element being made of rigid material fixed to the support element which is made of soft material. Full Article
partition Dry erase board partition By www.freepatentsonline.com Published On :: Tue, 03 Sep 2019 08:00:00 EDT Full Article
partition Ethics, partitions and the new hierarchy of humanity By www.abc.net.au Published On :: Wed, 25 Mar 2020 17:30:00 +1100 Could Coronavirus create a new hierarchy of humanity – who’s valuable and who’s not? And, has the Vatican been affected by coronavirus? Also, the story of love across the religious divide in India and Pakistan. Full Article
partition Good Friday Special: Untold stories from a tumultuous partition By www.abc.net.au Published On :: Fri, 10 Apr 2020 13:05:00 +1000 1947 was supposed to be the birth of modern India – the year the sun finally set on the British empire in South Asia and India gained independence. Full Article Religion and Beliefs Community and Society Ethics
partition Bariatric Surgery Rapidly Decreases Cardiac Dietary Fatty Acid Partitioning and Hepatic Insulin Resistance Through Increased Intra-abdominal Adipose Tissue Storage and Reduced Spillover in Type 2 Diabetes By diabetes.diabetesjournals.org Published On :: 2020-03-20T11:50:28-07:00 Reduced storage of dietary fatty acids (DFAs) in abdominal adipose tissues with enhanced cardiac partitioning has been shown in subjects with type 2 diabetes (T2D) and prediabetes. We measured DFA metabolism and organ partitioning using positron emission tomography with oral and intravenous long-chain fatty acid and glucose tracers during a standard liquid meal in 12 obese subjects with T2D before and 8–12 days after bariatric surgery (sleeve gastrectomy or sleeve gastrectomy and biliopancreatic diversion with duodenal switch). Bariatric surgery reduced cardiac DFA uptake from a median (standard uptake value [SUV]) 1.75 (interquartile range 1.39–2.57) before to 1.09 (1.04–1.53) after surgery (P = 0.01) and systemic DFA spillover from 56.7 mmol before to 24.7 mmol over 6 h after meal intake after surgery (P = 0.01), with a significant increase in intra-abdominal adipose tissue DFA uptake from 0.15 (0.04–0.31] before to 0.49 (0.20–0.59) SUV after surgery (P = 0.008). Hepatic insulin resistance was significantly reduced in close association with increased DFA storage in intra-abdominal adipose tissues (r = –0.79, P = 0.05) and reduced DFA spillover (r = 0.76, P = 0.01). We conclude that bariatric surgery in subjects with T2D rapidly reduces cardiac DFA partitioning and hepatic insulin resistance at least in part through increased intra-abdominal DFA storage and reduced spillover. Full Article
partition Expectation Propagation as a Way of Life: A Framework for Bayesian Inference on Partitioned Data By Published On :: 2020 A common divide-and-conquer approach for Bayesian computation with big data is to partition the data, perform local inference for each piece separately, and combine the results to obtain a global posterior approximation. While being conceptually and computationally appealing, this method involves the problematic need to also split the prior for the local inferences; these weakened priors may not provide enough regularization for each separate computation, thus eliminating one of the key advantages of Bayesian methods. To resolve this dilemma while still retaining the generalizability of the underlying local inference method, we apply the idea of expectation propagation (EP) as a framework for distributed Bayesian inference. The central idea is to iteratively update approximations to the local likelihoods given the state of the other approximations and the prior. The present paper has two roles: we review the steps that are needed to keep EP algorithms numerically stable, and we suggest a general approach, inspired by EP, for approaching data partitioning problems in a way that achieves the computational benefits of parallelism while allowing each local update to make use of relevant information from the other sites. In addition, we demonstrate how the method can be applied in a hierarchical context to make use of partitioning of both data and parameters. The paper describes a general algorithmic framework, rather than a specific algorithm, and presents an example implementation for it. Full Article
partition Analysis of the Maximal a Posteriori Partition in the Gaussian Dirichlet Process Mixture Model By projecteuclid.org Published On :: Wed, 13 Mar 2019 22:00 EDT Łukasz Rajkowski. Source: Bayesian Analysis, Volume 14, Number 2, 477--494.Abstract: Mixture models are a natural choice in many applications, but it can be difficult to place an a priori upper bound on the number of components. To circumvent this, investigators are turning increasingly to Dirichlet process mixture models (DPMMs). It is therefore important to develop an understanding of the strengths and weaknesses of this approach. This work considers the MAP (maximum a posteriori) clustering for the Gaussian DPMM (where the cluster means have Gaussian distribution and, for each cluster, the observations within the cluster have Gaussian distribution). Some desirable properties of the MAP partition are proved: ‘almost disjointness’ of the convex hulls of clusters (they may have at most one point in common) and (with natural assumptions) the comparability of sizes of those clusters that intersect any fixed ball with the number of observations (as the latter goes to infinity). Consequently, the number of such clusters remains bounded. Furthermore, if the data arises from independent identically distributed sampling from a given distribution with bounded support then the asymptotic MAP partition of the observation space maximises a function which has a straightforward expression, which depends only on the within-group covariance parameter. As the operator norm of this covariance parameter decreases, the number of clusters in the MAP partition becomes arbitrarily large, which may lead to the overestimation of the number of mixture components. Full Article
partition The new scope of virus taxonomy: partitioning the virosphere into 15 hierarchical ranks By feeds.nature.com Published On :: 2020-04-27 Full Article
partition Beyonce and Jay Z treat BET Awards 2014 with risque performance of Partition By www.dailymail.co.uk Published On :: Mon, 30 Jun 2014 08:59:59 GMT Audience members at the 2014 BET Awards were treated to a pre-recorded performance by none other then Beyonce and Jay Z. According to E!, the recording - which saw the couple taking to the stage for Beyonce's hit Partition - captured the performance from their Cincinnati concert on Saturday night. Full Article
partition Precipitation partitioning by vegetation: a global synthesis / John T. Van Stan, II, Ethan Gutmann, Jan Friesen, editors By library.mit.edu Published On :: Sun, 16 Feb 2020 07:32:02 EST Online Resource Full Article
partition [ASAP] Vibrational Partition Function for the Multitemperature Theories of High-Temperature Flows of Gases and Plasmas By feedproxy.google.com Published On :: Fri, 08 May 2020 04:00:00 GMT The Journal of Physical Chemistry ADOI: 10.1021/acs.jpca.0c01161 Full Article
partition [ASAP] Integrating the Pillared-Layer Strategy and Pore-Space Partition Method to Construct Multicomponent MOFs for C<sub>2</sub>H<sub>2</sub>/CO<sub>2</sub> Separation By feedproxy.google.com Published On :: Thu, 07 May 2020 04:00:00 GMT Journal of the American Chemical SocietyDOI: 10.1021/jacs.0c00612 Full Article
partition Indian-origin journalist Anita Rani discovers family’s fate during partition through TV show By indianexpress.com Published On :: Mon, 14 Sep 2015 11:01:53 +0000 Full Article DO NOT USE Indians Abroad World
partition Revisiting India's partition : new essays on memory, culture, and politics / edited by Amritjit Singh, Nalini Iyer, Rahul K. Gairola By prospero.murdoch.edu.au Published On :: Full Article
partition William Yale: Witness to partition in the Middle East, WWI-WWII / Janice Terry By grammy.mit.edu Published On :: Fri, 25 May 2018 Rotch Library - DS62.8.T47 2015 Full Article