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Pcatch: Automatically detecting performance cascading bugs in cloud systems
Distributed systems have become the backbone of modern clouds. Users often expect high
scalability and performance isolation from distributed systems. Unfortunately, a type of poor …
scalability and performance isolation from distributed systems. Unfortunately, a type of poor …
Performance bug analysis and detection for distributed storage and computing systems
This article systematically studies 99 distributed performance bugs from five widely deployed
distributed storage and computing systems (Cassandra, HBase, HDFS, Hadoop …
distributed storage and computing systems (Cassandra, HBase, HDFS, Hadoop …
Scaanalyzer: A tool to identify memory scalability bottlenecks in parallel programs
It is difficult to scale parallel programs in a system that employs a large number of cores. To
identify scalability bottlenecks, existing tools principally pinpoint poor thread synchronization …
identify scalability bottlenecks, existing tools principally pinpoint poor thread synchronization …
Watching for software inefficiencies with witch
Inefficiencies abound in complex, layered software. A variety of inefficiencies show up as
wasteful memory operations. Many existing tools instrument every load and store instruction …
wasteful memory operations. Many existing tools instrument every load and store instruction …
A large-scale empirical study of real-life performance issues in open source projects
Software performance is a critical quality attribute that determines the success of a software
system. However, practitioners lack comprehensive and holistic understanding of how real …
system. However, practitioners lack comprehensive and holistic understanding of how real …
Remix: Online detection and repair of cache contention for the jvm
As ever more computation shifts onto multicore architectures, it is increasingly critical to find
effective ways of dealing with multithreaded performance bugs like true and false sharing …
effective ways of dealing with multithreaded performance bugs like true and false sharing …
Featherlight on-the-fly false-sharing detection
Shared-memory parallel programs routinely suffer from false sharing---a performance
degradation caused by different threads accessing different variables that reside on the …
degradation caused by different threads accessing different variables that reside on the …
A zero-positive learning approach for diagnosing software performance regressions
The field of machine programming (MP), the automation of the development of software, is
making notable research advances. This is, in part, due to the emergence of a wide range of …
making notable research advances. This is, in part, due to the emergence of a wide range of …
Laser: Light, accurate sharing detection and repair
Contention for shared memory, in the forms of true sharing and false sharing, is a
challenging performance bug to discover and to repair. Understanding cache contention …
challenging performance bug to discover and to repair. Understanding cache contention …
Cheetah: Detecting false sharing efficiently and effectively
False sharing is a notorious performance problem that may occur in multithreaded programs
when they are running on ubiquitous multicore hardware. It can dramatically degrade the …
when they are running on ubiquitous multicore hardware. It can dramatically degrade the …