Multi Query Optimization in GLADE
نویسنده
چکیده
iii The thesis of Abdur Rafay is approved, and it is acceptable in quality and form for publication on microfilm and electronically:
منابع مشابه
Implementing the Palomar Transient Factory Real-Time Detection Pipeline in GLADE: Results and Observations
Palomar Transient Factory is a comprehensive detection system for the identification and classification of transient astrophysical objects. The central piece in the identification pipeline is represented by an automated classifier that distinguishes between real and bogus objects with high accuracy. Given that the classifier has to identify the most significant transients out of a large number ...
متن کاملSpeculative Approximations for Terascale Analytics
Model calibration is a major challenge faced by the plethora of statistical analytics packages that are increasingly used in Big Data applications. Identifying the optimal model parameters is a time-consuming process that has to be executed from scratch for every dataset/model combination even by experienced data scientists. We argue that the incapacity to evaluate multiple parameter configurat...
متن کاملQuery Architecture Expansion in Web Using Fuzzy Multi Domain Ontology
Due to the increasing web, there are many challenges to establish a general framework for data mining and retrieving structured data from the Web. Creating an ontology is a step towards solving this problem. The ontology raises the main entity and the concept of any data in data mining. In this paper, we tried to propose a method for applying the "meaning" of the search system, But the problem ...
متن کاملGLADE-ML: A Database For Big Data Analytics
Big Data Analytics has been a hot topic in computing systems and varies systems have emerged to better support Big Data Analytics. Though databases have been the data hub for decades, they fall short of Big Data Analytics due to inherent limitations. This dissertation present GLADEML, a scalable and efficient parallel database that is specifically tailored for Big Data Analytics. Different from...
متن کاملRelational Databases Query Optimization using Hybrid Evolutionary Algorithm
Optimizing the database queries is one of hard research problems. Exhaustive search techniques like dynamic programming is suitable for queries with a few relations, but by increasing the number of relations in query, much use of memory and processing is needed, and the use of these methods is not suitable, so we have to use random and evolutionary methods. The use of evolutionary methods, beca...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- CoRR
دوره abs/1608.04686 شماره
صفحات -
تاریخ انتشار 2016