NDLI: A Performance-centric Approach for Complex Decision Support

Please wait, while we are loading the content...

Micro-Benchmarking Considered Harmful

A Comprehensive Java Benchmark Study on Memory and Garbage Collection Behavior of DaCapo, DaCapo Scala, and SPECjvm2008

An Empirical Analysis of Amazon EC2 Spot Instance Features Affecting Cost-effective Resource Procurement

AutoPerf: Automated Load Testing and Resource Usage Profiling of Multi-Tier Internet Applications

Autopilot: Enabling easy Benchmarking of Workload Energy Efficiency

Performance is Also a Matter of Where You Live

A Performance-centric Approach for Complex Decision Support

A Tool Supporting the Analytical Evaluation of Service Level Agreements

Conducting Repeatable Experiments in Highly Variable Cloud Computing Environments

Autonomic Storage Management at Scale

An Efficient Performance-Driven Approach for HW/SW Co-Design

An Empirical Study of Computation-Intensive Loops for Identifying and Classifying Loop Kernels: Full Research Paper

Software Performance Analytics in the Cloud

An Incremental Methodology for Energy Measurement and Modeling

An Experimental Performance Evaluation of Autoscaling Policies for Complex Workflows

Deriving Parameters for Open and Closed QN Models of Operational Systems Through Black Box Optimization

Accelerating Java Streams With A Data AnalyticsHardware Accelerator

CloudPerf: A Performance Test Framework for Distributed and Dynamic Multi-Tenant Environments

Analytic Models of Checkpointing for Concurrent Component-Based Software Systems

HTAPBench: Hybrid Transactional and Analytical Processing Benchmark

DuckTracks: Path-based Object Allocation Tracking

An Exploratory Study of the State of Practice of Performance Testing in Java-Based Open Source Projects

SPEC Cloud™ IaaS 2016 Benchmark

Detecting Memory-Boundedness with Hardware Performance Counters

Dynamic Memory Partitioning for Cloud Caches with Heterogeneous Backends

HyperStar2: Easy Distribution Fitting of Correlated Data

Technology Migration Challenges in a Big Data Architecture Stack

Cost-Efficient and Reliable Reporting of Highly Bursty Video Game Crash Data

Practical Implication of Analytical Models for SSD Write Amplification

TARUC: A Topology-Aware Resource Usability and Contention Benchmark

Efficient Sampling-based Lock Contention Profiling for Java

Collaborative Computing for Heterogeneous Integrated Systems

Design and Evaluation of a Proactive, Application-Aware Auto-Scaler: Tutorial Paper

Transferring Performance Prediction Models Across Different Hardware Platforms

Latency Aware Elastic Switching-based Stream Processing Over Compressed Data Streams

IRIS: Iterative and Intelligent Experiment Selection

Time Bands: A Software Approach for Timing Analysis on Resource Constrained Systems

Technique for Detecting Early-Warning Signals of Performance Deterioration in Large Scale Software Systems

Schedulability and Memory Interference Analysis of Multicore Preemptive Real-time Systems

Cloning IO Intensive Workloads Using Synthetic Benchmark

Identifying Derived Performance Requirements of System Components from Explicit Customer- and Application- Facing Performance Requirements

Empirical Study of Usage and Performance of Java Collections

Application Performance Management: State of the Art and Challenges for the Future

Using Libception to Understand and Improve HTTP Streaming Video Server Throughput

On Moving Averages, Histograms and Time-DependentRates for Online Measurement

Open Source In-Memory Data Grid Systems: Benchmarking Hazelcast and Infinispan

HPC Supported Mission-Critical Cloud Architecture

Timeliness Evaluation of Intermittent Mobile Connectivity over Pub/Sub Systems

Many Flies in One Swat: Automated Categorization of Performance Problem Diagnosis Results

Unit Testing Performance in Java Projects: Are We There Yet?

An Introduction to Systems and Control Theory for Computer Scientists and Engineers

SQL Query Volume Performance Estimation Tool

Performance Analysis of Applications in the Context of Architectural Rooflines

Agile Scalability Requirements

(h|g)opper: Performance History Mining and Analysis

Performance and Dependability Evaluation of Distributed Event-based Systems: A Dynamic Code-injection Approach

Generalized Synchronizations and Capacity Constraints for Java Modelling Tools

Predicting Power Consumption of High-Memory-Bandwidth Workloads

PerfExt++: Performance Extrapolation of IO Intensive Workloads

User-centered Offline Analysis of Memory Monitoring Data

DESiDE: Discrete Event Simulation Developers Environment

Demo: Time Series Online Measurement for Python (TSOMpy)

A Performance-centric Approach for Complex Decision Support

Content Provider	ACM Digital Library
Author	Sips, Henk Pavlin, Gregor Varbanescu, Ana Lucia Penders, Ate
Abstract	Many situations in the security domain require decision-making based on complex data, i.e., many variables which need to be taken into account before adequate decisions can be made. For example, in a surveillance scenario, the size and complexity of the area of interest, the mix of objects, and the unexpected behavior of suspects are just a few examples of complex variables to be analyzed in the process. Existing decision support systems provide some analysis, but are typically limited in the complexity they can handle. Therefore, users end up with simplified models which often suffer in the accuracy of their decisions and, ultimately, may lead to incorrect decisions. In this work, we present a framework that can scale to cope with the complexity and time requirements of real-world scenarios, while remaining flexible to handle the ad-hoc adaptation to the situation. We discuss the challenges and solutions for such a scalable and flexible system, and validate it using a target tracking scenario in urban environments of different sizes.
Starting Page	179
Ending Page	187
Page Count	9
File Format	PDF
ISBN	9781450344043
DOI	10.1145/3030207.3044532
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2017-04-17
Publisher Place	New York
Access Restriction	Subscribed
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in