Sciweavers

OSDI
2008
ACM
14 years 11 months ago
Finding Similar Failures Using Callstack Similarity
We develop a machine-learned similarity metric for Windows failure reports using telemetry data gathered from clients describing the failures. The key feature is a tuned callstack...
Kevin Bartz, Jack W. Stokes, John C. Platt, Ryan K...
OSDI
2008
ACM
14 years 11 months ago
From Optimization to Regret Minimization and Back Again
Internet routing is mostly based on static information-it's dynamicity is limited to reacting to changes in topology. Adaptive performance-based routing decisions would not o...
Ioannis C. Avramopoulos, Jennifer Rexford, Robert ...
OSDI
2008
ACM
14 years 11 months ago
HiLighter: Automatically Building Robust Signatures of Performance Behavior for Small- and Large-Scale Systems
Previous work showed that statistical analysis techniques could successfully be used to construct compact signatures of distinct operational problems in Internet server systems. B...
Armando Fox, Moisés Goldszmidt, Peter Bod&i...
OSDI
2008
ACM
14 years 11 months ago
Empirical Comparison of Techniques for Automated Failure Diagnosis
Automated techniques to diagnose the cause of system failures based on monitoring data is an active area of research at the intersection of systems and machine learning. In this p...
Songyun Duan, Shivnath Babu
OSDI
2008
ACM
14 years 11 months ago
Probabilistic Inference in Queueing Networks
Although queueing models have long been used to model the performance of computer systems, they are out of favor with practitioners, because they have a reputation for requiring u...
Charles A. Sutton, Michael I. Jordan
OSDI
2008
ACM
14 years 11 months ago
An Internet Protocol Address Clustering Algorithm
We pose partitioning a b-bit Internet Protocol (IP) address space as a supervised learning task. Given (IP, property) labeled training data, we develop an IP-specific clustering a...
Robert Beverly, Karen R. Sollins
OSDI
2008
ACM
14 years 11 months ago
Network Imprecision: A New Consistency Metric for Scalable Monitoring
This paper introduces a new consistency metric, Network Imprecision (NI), to address a central challenge in largescale monitoring systems: safeguarding correctness despite node an...
Navendu Jain, Prince Mahajan, Dmitry Kit, Praveen ...
OSDI
2008
ACM
14 years 11 months ago
CuriOS: Improving Reliability through Operating System Structure
An error that occurs in a microkernel operating system service can potentially result in state corruption and service failure. A simple restart of the failed service is not always...
Francis M. David, Ellick Chan, Jeffrey C. Carlyle,...
OSDI
2008
ACM
14 years 11 months ago
KLEE: Unassisted and Automatic Generation of High-Coverage Tests for Complex Systems Programs
We present a new symbolic execution tool, KLEE, capable of automatically generating tests that achieve high coverage on a diverse set of complex and environmentally-intensive prog...
Cristian Cadar, Daniel Dunbar, Dawson R. Engler
OSDI
2008
ACM
14 years 11 months ago
Redline: First Class Support for Interactivity in Commodity Operating Systems
While modern workloads are increasingly interactive and resource-intensive (e.g., graphical user interfaces, browsers, and multimedia players), current operating systems have not ...
Ting Yang, Tongping Liu, Emery D. Berger, Scott F....