Increasing network throughput by integrating protocol layers
IEEE/ACM Transactions on Networking (TON)
Experiences with building distributed debuggers
SPDT '96 Proceedings of the SIGMETRICS symposium on Parallel and distributed tools
Proceedings of the ACM SIGPLAN 1999 conference on Programming language design and implementation
Bro: a system for detecting network intruders in real-time
Computer Networks: The International Journal of Computer and Telecommunications Networking
The Ninja architecture for robust Internet-scale systems and services373423
Computer Networks: The International Journal of Computer and Telecommunications Networking - pervasive computing
Pinpoint: Problem Determination in Large, Dynamic Internet Services
DSN '02 Proceedings of the 2002 International Conference on Dependable Systems and Networks
ReVirt: enabling intrusion analysis through virtual-machine logging and replay
ACM SIGOPS Operating Systems Review - OSDI '02: Proceedings of the 5th symposium on Operating systems design and implementation
Recursive Restartability: Turning the Reboot Sledgehammer into a Scalpel
HOTOS '01 Proceedings of the Eighth Workshop on Hot Topics in Operating Systems
Intrusion Detection via Static Analysis
SP '01 Proceedings of the 2001 IEEE Symposium on Security and Privacy
Checking system rules using system-specific, programmer-written compiler extensions
OSDI'00 Proceedings of the 4th conference on Symposium on Operating System Design & Implementation - Volume 4
Data mining approaches for intrusion detection
SSYM'98 Proceedings of the 7th conference on USENIX Security Symposium - Volume 7
Virtual services: a new abstraction for server consolidation
ATEC '00 Proceedings of the annual conference on USENIX Annual Technical Conference
Intrusion detection using sequences of system calls
Journal of Computer Security
Performance debugging for distributed systems of black boxes
SOSP '03 Proceedings of the nineteenth ACM symposium on Operating systems principles
Combining statistical monitoring and predictable recovery for self-management
WOSS '04 Proceedings of the 1st ACM SIGSOFT workshop on Self-managed systems
DSM '05 Proceedings of the 2nd international doctoral symposium on Middleware
Ad hoc extensibility and access control
ACM SIGOPS Operating Systems Review
Path-based faliure and evolution management
NSDI'04 Proceedings of the 1st conference on Symposium on Networked Systems Design and Implementation - Volume 1
FUSE: lightweight guaranteed distributed failure notification
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Architecture-driven diagnosis of performance failures in a token ring
HotDep'07 Proceedings of the 3rd workshop on on Hot Topics in System Dependability
Why did my pc suddenly slow down?
SYSML'07 Proceedings of the 2nd USENIX workshop on Tackling computer systems problems with machine learning techniques
Transactions on aspect-oriented software development IV
Look who's talking: discovering dependencies between virtual machines using CPU utilization
HotCloud'10 Proceedings of the 2nd USENIX conference on Hot topics in cloud computing
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We introduce macroanalysis, an approach used to infer the high-level properties of dynamic, distributed systems, and an indispensable tool when faced with tasks where local context and individual component details are insufficient. We present a new methodology, runtime path analysis, where paths are traced through software components and then aggregated to understand global system behavior via statistical inference. Our approach treats components as gray boxes and complements existing microanalysis tools, such as code-level debuggers. We use runtime paths to deduce application state, detect failures, and diagnose problems, all in an application-generic fashion. We have explored path-based macroanalysis both in a research setting and as part of a commercial infrastructure at Tellme Networks.