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MSI: A Research Infrastructure for Integrated Quality of Service Management in Multimedia Computing Environments. Ahmed Elmagarmid Professor Department of Computer Sciences Purdue University. Morning Agenda. Welcome Dr. Ahmed Sameh - Head, Department of Computer Sciences
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MSI:A Research Infrastructurefor Integrated Quality of ServiceManagement in MultimediaComputing Environments Ahmed ElmagarmidProfessorDepartment of Computer SciencesPurdue University
Morning Agenda • Welcome • Dr. Ahmed Sameh - Head, Department of Computer Sciences • Overview - MSI: A Research Infrastructure for Integrated Quality of Service Management in Multimedia Computing Environments • Dr. Ahmed Elmagarmid - Department of Computer Sciences • Infrastructure Organization • Dr. Tim Korb - Department of Computer Sciences • Networking • Dr. Kihong Park - Department of Computer Sciences Storage Management • End System Scheduling • Dr. David Yau, Department of Computer Sciences • Multimedia Databases • Dr. Arif Ghafoor, Electrical & Computer Engineering • Multimedia Storage Management • Dr. Sunil Prabhakar, Department of Computer Sciences • Image and Video Compression • Dr. Edward Delp III, Electrical & Computer Engineering • Information Assurance and Security • Dr. Eugene Spafford, Director of CERIAS, Department of Computer Sciences
Afternoon Agenda • Minority Programs • Mr. Dwight Lewis - Director of Minority Programs - Purdue University • Ms. Regina Todd-Hicks - Director of Minority Programs, School of Science • Overview of Fisk University • Dr. Horace Mann, Department of Computer Science, Fisk University • Recruitment, Retention, and Outreach Efforts • Ms. Jean Jackson - Mr. Paul Addison - Department of Computer Sciences • Certificate in Internet Computing (CIC) • Dr. Aditya Mathur - Department of Computer Sciences • Purdue-On-Line: A Facility for On-Line Instruction and Course Delivery and PUMA: Purdue University Multi-Dimensional Integral Test Assembly • Dr. Elias Houstis - Department of Computer Sciences • Design of Multi-Service Networks with Multicast Support • Dr. Sonia Fahmy Scalable Multimedia Servers • Dr. Walid Aref - Department of Computer Sciences • Dean of the School of Science • Dr. Harry Morrison • Tour of Facilities • Briefing of PIs and/or meeting of site visitors
Proposal Overview • Principle Investigators • Ahmed Elmagarmid • Arif Ghafoor • Tim Korb • Kihong Park • Eugene Spafford • Senior Personnel • Twenty faculty members from four departments
CS Systems Software & Architecture Lab CS Network Systems Lab CS RAID Lab MSI Laboratory Central Facility for Multimedia Support Infrastructure CS Multimedia Instruction Lab CS Purdue-on-line CS COAST Lab ECE Distributed Multimedia Systems Lab ECE Video & Imaging Processing Lab Nuclear Engineering Thermal Hydraulic & Reactor Safety Lab Veterinary Medicine Basic Medical Science Lab
Multimedia Support Infrastructure (1) Capture (2) Compress (4) Network (5) Display (3) Store, Index, Retrieve
Management Plan Steering Committee Policy Committee Advisory Committee
Showcasing MSIValue Added Activities • Minority programs • Outreach programs • Expanding opportunities for graduate and undergraduate education
Summer Institute (1) • Establish a summer institute to enhance graduate student diversity • Four week summer program that includes faculty and students from HBCUs • Increase chances of success for students from HBCUs at Purdue’s graduate program
Summer Institute (2) • Costs are shared between Purdue and industrial sponsors • Funds are at least $10K/year • Program is limited to 10 students and one faculty mentor from each University • Start in Summer 2000
Fisk University - Partnership in Research and Education • Existing joint funding with Fisk from EPRI/DoD • Plans for enhancing the resources at Fisk • Frequent visits and exchanges • Plans for new proposals
MSI Overview • Mission: Research, education, and outreach in the field of Multimedia Computing • Through a unique new project in integrated quality management across various system layers
Focus • The use of relevant research in Multimedia with an emphasis on QoS management for the experimental infrastructure consisting of the following technologies • Networks • Security • Databases • Compression • Storage management
Architectural Overview Specification Translation QoS Management Negotiation Applications: Vet, Nuclear, POL SECURITY Distributed Multimedia Documents Multimedia Databases Operating Systems/Storage Networks/Middleware
Omasum Abomasum Reticulum Esophagus Protozoa Rumen Stomach Digestive System Small Intestine Salivary Glands Large Intestine Exit Sample Multimedia Document The Ruminant Digestive System Four compartment stomach that: - utilizes complex carbohydrates such as cellulose - utilizes non-protein nitrogen sources - utilizes feeds of no nutritive value for humans Rumen The rumen, the first compartment of the ruminant stomach, is essentially non-functional at birth but develops rapidly when calves are given solid feeds such as hay and grain. Multimedia Browsing Graph
Abomasum Omasum Esophagus Protozoa Stomach Digestive System Image Image Image Small Intestine Audio Audio Salivary Glands Text Text Text Text Large Intestine Video Multimedia Browsing Environment Reticulum Rumen
- Reliability - Resolution - Rate of Presentation - Display Area - Temporal Synchronization ( Intra/Inter ) Specification Meta Data / User Interface Translation Security Database OS Network - CPU Throughput- Memory Overflow and Reliability - End-to-End Delays- Jitter Delay- Bandwidth- Packet Loss Rate - Storage Throughput/ Bandwidth - Storage Delays - Distributed Database Coordination (QoS) - Intrusion Detection - Access Control Negotiation Dependency Model Analysis and QoS Adjustment End-to-End Run Time Scheduling End-to-End Resource Allocation and Scheduling End-to-End QoP / QoS Management
Text p p p p Text 1 2 3 4 Video Video Image Audio Audio An Example of Temporal and Quality Specification of Multimedia Documents
Functional View of the Proposed Research MOTIVATING APPLICATIONS Distance Education (Purdue Online) Nuclear Reactor Safety Veterinary Medicine RESEARCH PROJECTS BENEFITING FROM PROPOED H/W RESEARCH CHALLENGES Distributed Multimedia Databases Network Resource Management Secure QoS ENABLING TECHNOLOGIES FOR VARIABLE QoS REQUIREMENTS Network Management – QoS Provisioning – Congestion Control – Packet Scheduling – Routing – Admission control Storage and Data Management – Data Placement – Rate Scalable Compression – Clustering – Semantic Indexing – I/O Management – Content-Based – Benchmarking Browsing/Retrieval – Tertiary Storage – Meta Schema Design – Data Models Security and Reliability PROPOSED HARDWARE INFRASTRUCTURE Routers, Switches, Interface Cards Cameras, Decoders, Workstations Capture and Presentation MPEG and Internet Video Encoders Storage Mgmt. Systems, Compute Engines, Servers Networking Storage Compression
Electron Micrograph of a Rumen Protozoa with Attached Bacteria. BACTERIA: Primary bacteria: Degrade the actual constituents of the diet (Cellulolytic and amylolytic bacteria) Secondary bacteria : Use as their substrate the end products of the primary bacteria e.g. Lactate -utilizing propionate bacteria, methanogenic bacteria PROTOZOA: - Utilize starch granules and other readily digestible materials - Presence in rumen liquor sample indicates normal intra-rumen conditions - Form a reservoir of microbial proteins at times of intermittent supply - Curb high rates of starch degradation - Utilize starch granules and other readily digestible materials Omasum Abomasum Reticulum Esophagus Protozoa Rumen Stomach Digestive System Small Intestine Salivary Glands Large Intestine Multimedia Browsing Graph Exit The Ruminant Digestive System Four compartment stomach that: - utilizes complex carbohydrates such as cellulose - utilizes non-protein nitrogen sources - utilizes feeds of no nutritive value for humans Rumen The rumen, the first compartment of the ruminant stomach, is essentially non-functional at birth but develops rapidly when calves are given solid feeds such as hay and grain. MICROBIAL FERMENTATION: Microbial fermentation is an anaerobic process Microbes live in a symbiotic existence with the host (e.g. Cow) Microbes do not have complete TCA cycle, volatile fatty acids (VFA) are byproducts of their anaerobic metabolism, which the animal can use B vitamins and vitamin K are produced by microbes
Planned Activities • Develop a common infrastructure to integrate key technologies. • Experiment with prototypes, tools, and algorithms to support distributed multimedia applications. • Leverage existing projects and relationships to expand the scope of research. • Disseminate significant results. • Empirical comparisons with relevant commercial systems.