Solving large numbers of small linear algebra problems simultaneously is becoming increasingly important in many application areas. Whilst many researchers have investigated the design of efficient batch linear algebra kernels for GPU architectures, the common approach for many/multi-core CPUs is to use one core per subproblem in the batch. When solving batches of very small matrices, 2 × 2 for...

The oral route is the best and most popular for administration of drugs in systemic circulation. There are number which given through route. Gastro-retentive drug delivery system very important system. gastro-retentive prolonged time git also improve their bioavailability. These widely used site specific treatment disorders diseases. approaches gastro retentive such as floating system, mucoadhe...

Scheduling competing jobs on multiprocessors has always been an important issue for parallel and distributed systems. The challenge is to ensure global, systemwide efficiency while offering a level of fairness to user jobs. Various degrees of successes have been achieved over the years. However, few existing schemes address both efficiency and fairness over a wide range of work loads. Moreover,...

A dynamic Time Division Multiple Access (TDMA) pollingbased scheme is proposed for an indoor broadband wireless ATM LAN. The protocol attempts to bridge the existing and rapidlygrowing ATM technology to that of personal communications systems and should be capable of handling variable bit rate as well as constant bit rate connections. The system assumes a micro-cellular architecture with a low ...

We present an improved analysis of mini-batched stochastic dual coordinate ascent for regularized empirical loss minimization (i.e. SVM and SVM-type objectives). Our analysis allows for flexible sampling schemes, including where data is distribute across machines, and combines a dependence on the smoothness of the loss and/or the data spread (measured through the spectral norm).

We study the asymptotic performance of Thompson sampling algorithm in batched multi-armed bandit setting where time horizon T is divided into batches, and agent not able to observe rewards her actions until end each batch. show that this setting, achieves same as case instantaneous feedback ava...

background very few studies have assessed performance of botswana public hospitals. we draw from a large research study assessing performance of the botswana ministry of health (moh) to evaluate the performance of public hospital system using the world health organization health systems performance assessment framework (who hspaf). we aimed to evaluate performance of botswana public hospital sy...