Explore Microsoft's innovative approach to query optimization in production environments, addressing challenges with general-purpose optimization and introducing specialized cloud-based optimizers. Learn about the implementation details, experiments conducted, and the solution proposed. Discover how

2 views • 27 slides

Addressing malnutrition in Somalia is hindered by low budget execution rates in the health and education sectors. Only a small portion of Official Development Assistance (ODA) is channeled through government systems, impacting service delivery and development financing. Donor-supported budgets for h

0 views • 32 slides

Memory-unsafe languages like C and C++ are prone to Use-After-Free (UAF) vulnerabilities. PUMM introduces execution unit partitioning to efficiently tackle this issue. By segregating and managing execution units, PUMM aims to prevent UAF exploits and enhance software security.

0 views • 31 slides

Generate the complete symbolic execution tree for a given program by annotating nodes with path constraints and line numbers, aiding in understanding program execution flow.

0 views • 26 slides

Accessing and navigating the Self-Service Banner 9.0 for budget queries can be simplified by following a step-by-step guide. From initiating a new finance query to selecting relevant columns and submitting the query, this process ensures accuracy and efficiency in tracking budget status by account.

0 views • 19 slides

This content covers the fundamentals of query optimization in Database Management Systems (DBMS), including steps involved, required information for evaluating queries, cost-based query sub-system, and the role of various components like query parser, optimizer, plan generator, and cost estimator. I

0 views • 51 slides

Active Learning (AL) is a subset of machine learning where a learning algorithm interacts with a user to label data for desired outputs. It aims to minimize the labeling bottleneck by achieving high accuracy with minimal labeled instances, thus reducing the cost of obtaining labeled data. Techniques

0 views • 17 slides

Spatial data management research focuses on designing robust spatial data structures, inventing new models, constructing query languages, and optimizing query processing. This study explores the estimation of query performance and selectivity, specifically in R-trees, for efficient access planning.

1 views • 32 slides

Explore the overlooked aspects of Order XXI CPC, 1908, focusing on the definitions, types of decrees, modes of execution, procedures for executing decrees, reasons for neglect, impact, recommendations, and conclusion. Learn about neglected provisions like summary execution, execution against legal r

0 views • 14 slides

Software testing plays a crucial role in identifying and resolving issues within software products. Test cases, selection, and execution are fundamental aspects of the testing process. Test cases define conditions for testing software functionality, with a focus on repeatability and data specificity

2 views • 36 slides

Explore the innovative research on Shifting Bloom Filters conducted at Peking University, China, featuring evaluations, conclusions, background information, and insights on membership, association, and multiplicity queries. The study delves into hash functions, theoretical results, and the Shifting

1 views • 25 slides

The study delves into how to assess the completeness of query answers when dealing with partially complete databases. By analyzing data from a telecommunication company’s data warehouse, the query results are examined to determine if all warnings generated by maintenance objects with hardware team

0 views • 23 slides

Explore the relationships between query complexity measures, including quantum query complexity, adversary bounds, and spectral sensitivity, in the context of symmetric functions. Analysis includes sensitivity graphs, the quantum query model, and approximate counting methods. Results cover spectral

0 views • 19 slides

In this lecture, Mohammad Hammoud discusses the importance of relational query languages (QLs) in manipulating and retrieving data in databases. He covers the strong formal foundation of QLs, their distinction from programming languages, and their effectiveness for accessing large datasets. The sess

0 views • 39 slides

This lecture outlines the structure and query process of Priority Search Trees (PST) in computational geometry. It covers heap-based point queries, range trees for windowing queries, handling query ranges in 1D and 2D spaces, and using heaps to efficiently handle query ranges. The content discusses

1 views • 18 slides

This content discusses the challenges and solutions for securing LSM-based Key-Value stores in untrusted computing environments using Shielded Execution. It addresses the need for confidentiality, integrity, and freshness of data in persistent storage systems. The research explores Trusted Execution

0 views • 32 slides

The lecture discusses the various modes of execution of decree in civil law, such as execution against a person through arrest and detention, and execution against property. It explains the procedures involved in arrest and detention, including the conditions for release, restrictions on arrest, and

0 views • 9 slides

Explore how memory is managed in Java programs, including memory allocation for code, objects, and execution stack. Learn about memory areas like the execution stack and heap, and understand the concept of activation records in method execution.

0 views • 27 slides

Query optimization plays a crucial role in improving database performance. This paper discusses techniques for optimizing join enumeration in transformation-based query optimizers, focusing on avoiding cross-products in join orders. It explores efficient algorithms for generating cross-product-free

0 views • 18 slides

Delve into the intricacies of Instruction Level Parallel Architectures, including topics such as Out-Of-Order execution, Hardware speculation, Branch prediction, and more. Understand the concept of Speculation in Hardware-based execution and the role of Reorder Buffer in managing instruction results

0 views • 51 slides

Explore the historical and modern methods of execution, from hanging to lethal injection, and the transition towards more civilized approaches. Learn about the contributions of prominent figures like Elbridge Gerry in advocating for humane execution methods. Delve into the commercial rivalry between

0 views • 13 slides

This paper discusses dMVX, a system for secure multi-variant execution in distributed settings to mitigate memory errors and protect against attacks. Using leader and follower variants, diversified program variants run in lockstep to ensure security. The system monitors and replicates I/O results, e

0 views • 35 slides

The study explores incorporating contrastive learning into abstractive summarization systems to improve discernment between salient and non-salient content in summaries, aiming for higher relevance to the query. By designing a contrastive learning framework and utilizing segment scores, the system c

0 views • 16 slides

These notes explore practical tools for corpus search including regular expressions and the corpus query language (CQL/CQP). They provide an introduction to using corpora effectively for pattern identification, with examples and explanations. The guide includes information on levels of annotation an

0 views • 47 slides

BlinkDB is a framework built on Apache Hive, designed to support interactive SQL-like aggregate queries over massive datasets. It creates and maintains samples from data for fast, approximate query answers, supporting various aggregate functions with error bounds. The architecture includes modules f

0 views • 26 slides

Process execution in school management systems often lacks formalization, leading to delays and incomplete database content. This study explores the challenge of verifying query completeness by examining the interaction between the information system and the real world, using a case study of enrolme

0 views • 25 slides

Investigation into query completeness over incomplete databases, highlighting the importance of data completeness for accurate query answering. Examples and reasoning provided to illustrate the challenges and considerations in ensuring query completeness.

0 views • 31 slides

Explore the concepts of Static Execution Graphs, Dynamic Execution Graphs, Superblocks, hot-path detection, and memory arithmetic in software analysis. Learn about the grouping of blocks, violation tracking, control dependencies, and code behaviors across time through these graphical representations

0 views • 9 slides

This lecture delves into the essential concepts of processes, threads, and synchronization in operating systems. Key topics covered include units of execution, representation of units of execution in the OS, process execution states, and state transitions. Users, programs, and the role of processes

0 views • 45 slides

InvisiSpec presents a novel defense mechanism to address speculative execution attacks in the cache hierarchy. By making speculative execution invisible to potential attackers, this holistic approach aims to mitigate the risks associated with exploiting side effects on incorrect paths, such as Spect

0 views • 18 slides

This content provides a detailed explanation of a multicycle datapath and the execution steps involved in processing instructions. It covers key elements such as instruction fetching, decoding, memory referencing, ALU operations, branch and jump instructions, as well as memory access for read and wr

0 views • 11 slides

Designing a scalable query system for evaluating complex game environments involves key elements like defining required features, structuring query elements, and understanding function models for optimal performance. The system must be customizable, support debugging, and allow runtime parameter adj

0 views • 41 slides

Symbolic Execution is a method used for analyzing programs to determine inputs causing each part to execute, vital in program testing. However, limitations arise in cases without code availability, hindering definitive path conditions. Directed Automated Random Testing (DART) overcomes this through

0 views • 20 slides

Jena SPARQL for Mac is a powerful tool for querying RDF graphs using SPARQL. Learn about RDF graphs, models, triples, and how SPARQL queries work. Explore ARQ, a query engine that supports the SPARQL RDF Query language and features multiple query languages. Discover how to install ARQ and execute SP

0 views • 25 slides

BlinkDB is a framework built on Hive and Spark that creates and maintains offline samples for fast, approximate query processing. It provides error bars for queries executed on the same data and ensures correctness. The paper introduces innovations like sample creation techniques, error latency prof

0 views • 8 slides

This presentation discusses the challenges of trusting cloud environments and proposes solutions utilizing Intel SGX technology. It explores the need for secure execution of applications on untrusted cloud platforms, presents existing solutions, and introduces the concept of Haven for private execut

0 views • 33 slides

This study presents an approach for unsupervised relation detection by aligning query patterns extracted from knowledge graphs and query click logs. The process involves automatic alignment of query patterns to determine relations in a knowledge graph, aiding in tasks like spoken language understand

0 views • 29 slides

Revealing the intricacies of parallel query processing on big data, this content explores various computation models such as MapReduce, MUD, and MRC. It delves into the MPC model in detail, showcasing the tradeoffs between space exponent and computation rounds. The study uncovers lower bounds on spa

0 views • 25 slides

The research paper presents a dichotomy on the complexity of consistent query answering for atoms with simple keys. It discusses repairs for uncertain instances in a schema with key constraints, as well as the concept of consistent query answering. The document addresses the problem statement of cer

0 views • 26 slides

Explore the use of tree automata for reasoning, querying databases using logic languages, optimizing queries through relation algebra, and core problems in query optimization. Learn about data exchange on the web, inference of information from incomplete data, and the semantics of Datalog programs f

0 views • 44 slides