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The unified logging infrastructure for data analytics at Twitter

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s10791-008-9067-7openalex-snapshot
Modeling actions of PubMed users with n-gram language models
inferredcites →https://doi.org/10.1016/s0022-2836(05)80360-2openalex-snapshot
Basic Local Alignment Search Tool
inferredcites →https://doi.org/10.1109/icde.1995.380415openalex-snapshot
Mining sequential patterns
inferredcites →https://doi.org/10.1109/icde.2010.5447738openalex-snapshot
Hive - a petabyte scale data warehouse using Hadoop
inferredcites →https://doi.org/10.1109/icde.2011.5767884openalex-snapshot
Distributed cube materialization on holistic measures
inferredcites →https://doi.org/10.1109/icde.2011.5767933openalex-snapshot
RCFile: A fast and space-efficient data placement structure in MapReduce-based warehouse systems
inferredcites →https://doi.org/10.1145/1281192.1281295openalex-snapshot
Practical guide to controlled experiments on the web
inferredcites →https://doi.org/10.1145/1327452.1327492openalex-snapshot
MapReduce
inferredcites →https://doi.org/10.1145/1376616.1376726openalex-snapshot
Pig latin
inferredcites →https://doi.org/10.1145/1807167.1807278openalex-snapshot
Data warehousing and analytics infrastructure at facebook
inferredcites →https://doi.org/10.1145/1978942.1979196openalex-snapshot
LifeFlow
inferredcites →https://doi.org/10.1145/1979742.1979557openalex-snapshot
LifeFlow
inferredcites →https://doi.org/10.1145/1989323.1989424openalex-snapshot
Llama
inferredcites →https://doi.org/10.1145/1989323.1989438openalex-snapshot
Apache hadoop goes realtime at Facebook
inferredcites →https://doi.org/10.1145/1989323.1989447openalex-snapshot
Efficient processing of data warehousing queries in a split execution environment
inferredcites →https://doi.org/10.1145/1996092.1996105openalex-snapshot
Full-text indexing for optimizing selection operations in large-scale data analytics
inferredcites →https://doi.org/10.1145/2038916.2038937openalex-snapshot
Trojan data layouts
inferredcites →https://doi.org/10.1145/2213836.2213958openalex-snapshot
Large-scale machine learning at twitter
inferredcites →https://doi.org/10.1145/502512.502580openalex-snapshot
Funnel report mining for the MSN network
inferredcites →https://doi.org/10.1287/mksc.1040.0073openalex-snapshot
Modeling Online Browsing and Path Analysis Using Clickstream Data
inferredcites →https://doi.org/10.14778/1687553.1687568openalex-snapshot
Building a high-level dataflow system on top of Map-Reduce
inferredcites →https://doi.org/10.14778/1687627.1687731openalex-snapshot
HadoopDB
inferredcites →https://doi.org/10.14778/1920841.1920908openalex-snapshot
Hadoop++
inferredcites →https://doi.org/10.3115/1073083.1073106openalex-snapshot
A generative constituent-context model for improved grammar induction
inferredcites →https://doi.org/10.4324/9780203461891_chapter_3openalex-snapshot
Speech and language processing
inferredcites →https://doi.org/10.5555/89086.89095openalex-snapshot
Word association norms, mutual information, and lexicography
inferredcites →https://doi.org/10.63317/283gn3b6z6pjopenalex-snapshot
A Comparative Evaluation of Collocation Extraction Techniques

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Cloud Cost Optimization: A Comprehensive Review of Strategies and Case Studies
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Cloud Networking for Big Data
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Cost Minimization for Big Data Processing in Geo-Distributed Data Centers
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A General Communication Cost Optimization Framework for Big Data Stream Processing in Geo-Distributed Data Centers
inferred← citeshttps://doi.org/10.1007/978-3-319-93641-3openalex-snapshot
Towards a Goal-Oriented Framework for Partial Agile Adoption
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Classifying Big Data Analytic Approaches: A Generic Architecture
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Scalable computational geometry in MapReduce
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Microblogs data management: a survey
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A Confidence-Guided Evaluation for Log Parsers Inner Quality
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Reference Architecture and Classification of Technologies, Products and Services for Big Data Systems
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Fast, scalable and geo-distributed PCA for big data analytics
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Business Intelligence and Analytics: Big Systems for Big Data
inferred← citeshttps://doi.org/10.1108/gkmc-04-2020-0056openalex-snapshot
Twitter sentiment analysis of app based online food delivery companies
inferred← citeshttps://doi.org/10.1109/access.2019.2951682openalex-snapshot
Cost-Minimizing Online Algorithms for Geo-Distributed Data Analytics
inferred← citeshttps://doi.org/10.1109/akgec62572.2024.10868899openalex-snapshot
Optimized Continuous Quality and Storage Management Model for Big Data Analysis
inferred← citeshttps://doi.org/10.1109/apsec.2017.61openalex-snapshot
A Systematic Review of Logging Practice in Software Engineering
inferred← citeshttps://doi.org/10.1109/ase.2019.00085openalex-snapshot
Logzip: Extracting Hidden Structures via Iterative Clustering for Log Compression
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Hourglass: A library for incremental processing on Hadoop
inferred← citeshttps://doi.org/10.1109/cstic64481.2025.11017805openalex-snapshot
An Analytics Methodology for Anomaly Detection In Machine Log Data
inferred← citeshttps://doi.org/10.1109/cts.2016.0057openalex-snapshot
Designing a Unified Cloud Log Analytics Platform
inferred← citeshttps://doi.org/10.1109/ic2ew.2016.7openalex-snapshot
Efficient User Opt-Out from Block Stores
inferred← citeshttps://doi.org/10.1109/icc40277.2020.9148826openalex-snapshot
Enabling Efficient Application Monitoring in Cloud Data Centers using SDN
inferred← citeshttps://doi.org/10.1109/icdcs.2018.00105openalex-snapshot
LogLens: A Real-Time Log Analysis System
inferred← citeshttps://doi.org/10.1109/icde.2014.6816649openalex-snapshot
Mercury: A memory-constrained spatio-temporal real-time search on microblogs
inferred← citeshttps://doi.org/10.1109/icde.2014.6816750openalex-snapshot
Mars: Real-time spatio-temporal queries on microblogs
inferred← citeshttps://doi.org/10.1109/icde65706.2026.00163openalex-snapshot
SLGParser: Practical and Efficient Label-Free Log Parsing Using Large Language Models
inferred← citeshttps://doi.org/10.1109/icebe.2014.51openalex-snapshot
Big Log Analysis for E-Learning Ecosystem
inferred← citeshttps://doi.org/10.1109/icoin.2018.8343081openalex-snapshot
Unified logging system for monitoring multiple cloud storage providers in cloud storage broker
inferred← citeshttps://doi.org/10.1109/icse-seip.2019.00021openalex-snapshot
Tools and Benchmarks for Automated Log Parsing
inferred← citeshttps://doi.org/10.1109/icse.2015.60openalex-snapshot
Learning to Log: Helping Developers Make Informed Logging Decisions
inferred← citeshttps://doi.org/10.1109/infocom.2018.8486361openalex-snapshot
A Hierarchical Synchronous Parallel Model for Wide-Area Graph Analytics
inferred← citeshttps://doi.org/10.1109/ipdps.2015.91openalex-snapshot
Monitoring Large-Scale Location-Based Information Systems
inferred← citeshttps://doi.org/10.1109/issre59848.2023.00071openalex-snapshot
Loghub: A Large Collection of System Log Datasets for AI-driven Log Analytics
inferred← citeshttps://doi.org/10.1109/mic.2017.3481351openalex-snapshot
The Lambda and the Kappa
inferred← citeshttps://doi.org/10.1109/ms.2016.33openalex-snapshot
Operational-Log Analysis for Big Data Systems: Challenges and Solutions
inferred← citeshttps://doi.org/10.1109/msr52588.2021.00028openalex-snapshot
On the Naturalness and Localness of Software Logs
inferred← citeshttps://doi.org/10.1109/pccc.2017.8280476openalex-snapshot
Efficient tamper-evident logging of distributed systems via concurrent authenticated tree
inferred← citeshttps://doi.org/10.1109/sisy56759.2022.10036308openalex-snapshot
Strategies for Request-Response Logging in Microservices Architecture
inferred← citeshttps://doi.org/10.1109/skima.2016.7916249openalex-snapshot
A reference architecture for big data systems
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Anomaly Detection on Time-series Logs for Industrial Network
inferred← citeshttps://doi.org/10.1109/tc.2015.2417566openalex-snapshot
A General Communication Cost Optimization Framework for Big Data Stream Processing in Geo-Distributed Data Centers
inferred← citeshttps://doi.org/10.1109/tcc.2020.2994195openalex-snapshot
Trading Cost and Throughput in Geo-Distributed Analytics With A Two Time Scale Approach
inferred← citeshttps://doi.org/10.1109/tetc.2014.2310456openalex-snapshot
Cost Minimization for Big Data Processing in Geo-Distributed Data Centers
inferred← citeshttps://doi.org/10.1109/tkde.2015.2493531openalex-snapshot
Venus: Scalable Real-Time Spatial Queries on Microblogs with Adaptive Load Shedding
inferred← citeshttps://doi.org/10.1109/tnet.2018.2811374openalex-snapshot
Datum: Managing Data Purchasing and Data Placement in a Geo-Distributed Data Market
inferred← citeshttps://doi.org/10.1109/tpds.2017.2761344openalex-snapshot
Distributed Privacy-Aware Fast Selection Algorithm for Large-Scale Data
inferred← citeshttps://doi.org/10.1109/tse.2022.3166924openalex-snapshot
Logging Practices in Software Engineering: A Systematic Mapping Study
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Privacy Preserving Collaborative Computing: Heterogeneous Privacy Guarantee and Efficient Incentive Mechanism
inferred← citeshttps://doi.org/10.1109/vast.2014.7042487openalex-snapshot
Using visualizations to monitor changes and harvest insights from a global-scale logging infrastructure at Twitter
inferred← citeshttps://doi.org/10.1145/2463676.2463707openalex-snapshot
The big data ecosystem at LinkedIn
inferred← citeshttps://doi.org/10.1145/2463676.2465290openalex-snapshot
Fast data in the era of big data
inferred← citeshttps://doi.org/10.1145/2481244.2481247openalex-snapshot
Scaling big data mining infrastructure
inferred← citeshttps://doi.org/10.1145/2488388.2488433openalex-snapshot
WTF
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CG_Hadoop
inferred← citeshttps://doi.org/10.1145/2666310.2666397openalex-snapshot
Taghreed
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Data Management for Social Networking
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Mesa
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LogMine
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When Hashes Met Wedges
inferred← citeshttps://doi.org/10.1145/3183713.3190663openalex-snapshot
Robust, Scalable, Real-Time Event Time Series Aggregation at Twitter
inferred← citeshttps://doi.org/10.1145/3276945.3276952openalex-snapshot
Log++ logging for a cloud-native world
inferred← citeshttps://doi.org/10.1145/3340531.3412165openalex-snapshot
LogBug
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Monitoring as a service for SDN Based cloud data centers
inferred← citeshttps://doi.org/10.1145/3393673.3276952openalex-snapshot
Log++ logging for a cloud-native world
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Big Data Systems
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Compliant Geo-distributed Query Processing
inferred← citeshttps://doi.org/10.1145/3654966openalex-snapshot
PreLog: A Pre-trained Model for Log Analytics
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Big Data solutions on a small scale: Evaluating accessible high-performance computing for social research
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Bicriteria Task Scheduling and Resource Allocation for Streaming Big Data Processing in Geo-Distributed Clouds
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Anomaly Detection of Large Scale Microservice Architecture Software System Based on Log Parsing
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Review: Big Data Techniques of Google, Amazon, Facebook and Twitter
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A Novel Framework for Enhancing QoS of Big Data
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Mesa
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Summingbird
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GraphJet
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The cosmos big data platform at Microsoft
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CoLA: Model Collaboration for Log-Based Anomaly Detection
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Host Inventory Controls and Systems Survey: Evaluating the CIS Critical Security Control One in Higher Education Networks
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Development and Regulation of Medical Internet
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Data Is the New Oil–Sort of: A View on Why This Comparison Is Misleading and Its Implications for Modern Data Administration
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Analyzing E-commerce Trends through Big Data
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Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture
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When Hashes Met Wedges: A Distributed Algorithm for Finding High Similarity Vectors
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ECLogger: Cross-Project Catch-Block Logging Prediction Using Ensemble of Classifiers
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HadoopProv: towards provenance as a first class citizen in MapReduce
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