81,436 research outputs found
Out-Of-Place debugging: a debugging architecture to reduce debugging interference
Context. Recent studies show that developers spend most of their programming
time testing, verifying and debugging software. As applications become more and
more complex, developers demand more advanced debugging support to ease the
software development process.
Inquiry. Since the 70's many debugging solutions were introduced. Amongst
them, online debuggers provide a good insight on the conditions that led to a
bug, allowing inspection and interaction with the variables of the program.
However, most of the online debugging solutions introduce \textit{debugging
interference} to the execution of the program, i.e. pauses, latency, and
evaluation of code containing side-effects.
Approach. This paper investigates a novel debugging technique called
\outofplace debugging. The goal is to minimize the debugging interference
characteristic of online debugging while allowing online remote capabilities.
An \outofplace debugger transfers the program execution and application state
from the debugged application to the debugger application, both running in
different processes.
Knowledge. On the one hand, \outofplace debugging allows developers to debug
applications remotely, overcoming the need of physical access to the machine
where the debugged application is running. On the other hand, debugging happens
locally on the remote machine avoiding latency. That makes it suitable to be
deployed on a distributed system and handle the debugging of several processes
running in parallel.
Grounding. We implemented a concrete out-of-place debugger for the Pharo
Smalltalk programming language. We show that our approach is practical by
performing several benchmarks, comparing our approach with a classic remote
online debugger. We show that our prototype debugger outperforms by a 1000
times a traditional remote debugger in several scenarios. Moreover, we show
that the presence of our debugger does not impact the overall performance of an
application.
Importance. This work combines remote debugging with the debugging experience
of a local online debugger. Out-of-place debugging is the first online
debugging technique that can minimize debugging interference while debugging a
remote application. Yet, it still keeps the benefits of online debugging ( e.g.
step-by-step execution). This makes the technique suitable for modern
applications which are increasingly parallel, distributed and reactive to
streams of data from various sources like sensors, UI, network, etc
Measuring and Managing Answer Quality for Online Data-Intensive Services
Online data-intensive services parallelize query execution across distributed
software components. Interactive response time is a priority, so online query
executions return answers without waiting for slow running components to
finish. However, data from these slow components could lead to better answers.
We propose Ubora, an approach to measure the effect of slow running components
on the quality of answers. Ubora randomly samples online queries and executes
them twice. The first execution elides data from slow components and provides
fast online answers; the second execution waits for all components to complete.
Ubora uses memoization to speed up mature executions by replaying network
messages exchanged between components. Our systems-level implementation works
for a wide range of platforms, including Hadoop/Yarn, Apache Lucene, the
EasyRec Recommendation Engine, and the OpenEphyra question answering system.
Ubora computes answer quality much faster than competing approaches that do not
use memoization. With Ubora, we show that answer quality can and should be used
to guide online admission control. Our adaptive controller processed 37% more
queries than a competing controller guided by the rate of timeouts.Comment: Technical Repor
A Concurrency-Agnostic Protocol for Multi-Paradigm Concurrent Debugging Tools
Today's complex software systems combine high-level concurrency models. Each
model is used to solve a specific set of problems. Unfortunately, debuggers
support only the low-level notions of threads and shared memory, forcing
developers to reason about these notions instead of the high-level concurrency
models they chose.
This paper proposes a concurrency-agnostic debugger protocol that decouples
the debugger from the concurrency models employed by the target application. As
a result, the underlying language runtime can define custom breakpoints,
stepping operations, and execution events for each concurrency model it
supports, and a debugger can expose them without having to be specifically
adapted.
We evaluated the generality of the protocol by applying it to SOMns, a
Newspeak implementation, which supports a diversity of concurrency models
including communicating sequential processes, communicating event loops,
threads and locks, fork/join parallelism, and software transactional memory. We
implemented 21 breakpoints and 20 stepping operations for these concurrency
models. For none of these, the debugger needed to be changed. Furthermore, we
visualize all concurrent interactions independently of a specific concurrency
model. To show that tooling for a specific concurrency model is possible, we
visualize actor turns and message sends separately.Comment: International Symposium on Dynamic Language
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