Dynamic Resource Allocation Using Virtual Machines for Cloud Computing Environment.

Slides:

Advertisements

Similar presentations

Abstract Shortest distance query is a fundamental operation in large-scale networks. Many existing methods in the literature take a landmark embedding.

Advertisements

Optimizing Cloud Resources for Delivering IPTV Services Through Virtualization.

Abstract Cloud data center management is a key problem due to the numerous and heterogeneous strategies that can be applied, ranging from the VM placement.

Annotating Search Results from Web Databases. Abstract An increasing number of databases have become web accessible through HTML form-based search interfaces.

Abstract Load balancing in the cloud computing environment has an important impact on the performance. Good load balancing makes cloud computing more.

A Secure Protocol for Spontaneous Wireless Ad Hoc Networks Creation.

Back-Pressure-Based Packet-by-Packet Adaptive Routing in Communication Networks.

Personalized QoS-Aware Web Service Recommendation and Visualization.

Department of Computer Science Engineering SRM University

Crowdsourcing Predictors of Behavioral Outcomes. Abstract Generating models from large data sets—and deter¬mining which subsets of data to mine—is becoming.

Secure Encounter-based Mobile Social Networks: Requirements, Designs, and Tradeoffs.

Minimum Cost Blocking Problem in Multi-path Wireless Routing Protocols.

A Survey of Mobile Cloud Computing Application Models

NICE :Network Intrusion Detection and Countermeasure Selection in Virtual Network Systems.

Security Evaluation of Pattern Classifiers under Attack.

A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data.

Privacy-Preserving Public Auditing for Secure Cloud Storage

BestPeer++: A Peer-to-Peer Based Large-Scale Data Processing Platform.

Improving Network I/O Virtualization for Cloud Computing.

Mobile Relay Configuration in Data-Intensive Wireless Sensor Networks.

m-Privacy for Collaborative Data Publishing

PACK: Prediction-Based Cloud Bandwidth and Cost Reduction System

A Fast Clustering-Based Feature Subset Selection Algorithm for High- Dimensional Data.

Combining Cryptographic Primitives to Prevent Jamming Attacks in Wireless Networks.

Optimal Client-Server Assignment for Internet Distributed Systems.

Protecting Sensitive Labels in Social Network Data Anonymization.

Identity-Based Secure Distributed Data Storage Schemes.

Enabling Dynamic Data and Indirect Mutual Trust for Cloud Computing Storage Systems.

Hiding in the Mobile Crowd: Location Privacy through Collaboration.

Cooperative Caching for Efficient Data Access in Disruption Tolerant Networks.

Anonymization of Centralized and Distributed Social Networks by Sequential Clustering.

Accuracy-Constrained Privacy-Preserving Access Control Mechanism for Relational Data.

Identity-Based Distributed Provable Data Possession in Multi-Cloud Storage.

Content Sharing over Smartphone-Based Delay- Tolerant Networks.

Abstract Link error and malicious packet dropping are two sources for packet losses in multi-hop wireless ad hoc network. In this paper, while observing.

A System for Denial-of- Service Attack Detection Based on Multivariate Correlation Analysis.

Modeling the Pairwise Key Predistribution Scheme in the Presence of Unreliable Links.

Privacy Preserving Delegated Access Control in Public Clouds.

A Method for Mining Infrequent Causal Associations and Its Application in Finding Adverse Drug Reaction Signal Pairs.

Keyword Query Routing.

Document Clustering for Forensic Analysis: An Approach for Improving Computer Inspection.

A Highly Scalable Key Pre- Distribution Scheme for Wireless Sensor Networks.

Abstract With the advent of cloud computing, data owners are motivated to outsource their complex data management systems from local sites to the commercial.

Facilitating Document Annotation using Content and Querying Value.

Privacy Preserving Back- Propagation Neural Network Learning Made Practical with Cloud Computing.

Clustering Sentence-Level Text Using a Novel Fuzzy Relational Clustering Algorithm.

Participatory Privacy: Enabling Privacy in Participatory Sensing

Preventing Private Information Inference Attacks on Social Networks.

Video Dissemination over Hybrid Cellular and Ad Hoc Networks.

Abstract We propose two novel energy-aware routing algorithms for wireless ad hoc networks, called reliable minimum energy cost routing (RMECR) and reliable.

DCIM: Distributed Cache Invalidation Method for Maintaining Cache Consistency in Wireless Mobile Networks.

Supporting Privacy Protection in Personalized Web Search.

Twitsper: Tweeting Privately. Abstract Although online social networks provide some form of privacy controls to protect a user's shared content from other.

m-Privacy for Collaborative Data Publishing

Attribute-Based Encryption With Verifiable Outsourced Decryption.

A Scalable Two-Phase Top-Down Specialization Approach for Data Anonymization Using MapReduce on Cloud.

Multiparty Access Control for Online Social Networks : Model and Mechanisms.

Harnessing the Cloud for Securely Outsourcing Large- Scale Systems of Linear Equations.

Securing Broker-Less Publish/Subscribe Systems Using Identity-Based Encryption.

Dynamic Control of Coding for Progressive Packet Arrivals in DTNs.

Dealing With Concept Drifts in Process Mining. Abstract Although most business processes change over time, contemporary process mining techniques tend.

Privacy-Preserving and Content-Protecting Location Based Queries.

Mona: Secure Multi-Owner Data Sharing for Dynamic Groups in the Cloud.

Whole Test Suite Generation. Abstract Not all bugs lead to program crashes, and not always is there a formal specification to check the correctness of.

Distributed Processing of Probabilistic Top-k Queries in Wireless Sensor Networks.

Load Rebalancing for Distributed File Systems in Clouds.

Facilitating Document Annotation Using Content and Querying Value.

Fast Transmission to Remote Cooperative Groups: A New Key Management Paradigm.

Dynamic Query Forms for Database Queries. Abstract Modern scientific databases and web databases maintain large and heterogeneous data. These real-world.

Towards Scalable Traffic Management in Cloud Data Centers

Presentation transcript:

Dynamic Resource Allocation Using Virtual Machines for Cloud Computing Environment

Abstract Cloud computing allows business customers to scale up and down their resource usage based on needs. Many of the touted gains in the cloud model come from resource multiplexing through virtualization technology. In this paper, we present a system that uses virtualization technology to allocate data center resources dynamically based on application demands and support green computing by optimizing the number of servers in use. We introduce the concept of “skewness” to measure the unevenness in the multidimensional resource utilization of a server.

Abstract con… By minimizing skewness, we can combine different types of workloads nicely and improve the overall utilization of server resources. We develop a set of heuristics that prevent overload in the system effectively while saving energy used. Trace driven simulation and experiment results demonstrate that our algorithm achieves good performance.

Existing system The elasticity and the lack of upfront capital investment offered by cloud computing is appealing to many businesses. There is a lot of discussion on the benefits and costs of the cloud model and on how to move legacy applications onto the cloud platform. Here we study a different problem: how can a cloud service provider best multiplex its virtual resources onto the physical hardware? This is important because much of the touted gains in the cloud model come from such multiplexing. Studies have found that servers in many existing data centers are often severely underutilized due to overprovisioning for the peak demand [1], [2]. The cloud model is expected to make such practice unnecessary by offering automatic scale up and down in response to load variation. Besides reducing the hardware cost, it also saves on electricity which contributes to a significant portion of the operational expenses in large data centers.

Architecture Diagram

System specification HARDWARE REQUIREMENTS Processor : intel Pentium IV Ram : 512 MB Hard Disk : 80 GB HDD SOFTWARE REQUIREMENTS Operating System : windows XP / Windows 7 FrontEnd : Java BackEnd : MySQL 5

CONCLUSION We have presented the design, implementation, and evalua¬tion of a resource management system for cloud computing services. Our system multiplexes virtual to physical re¬sources adaptively based on the changing demand. We use the skewness metric to combine VMs with different resource characteristics appropriately so that the capacities of servers are well utilized. Our algorithm achieves both overload avoidance and green computing for systems with multi¬resource constraints.

THANK YOU