Research Problem Description Sample Clauses

Research Problem Description. Since workload peaks tend to be transient in nature, a prior static provisioning for the peak result in substantial waste of resources sit unused at non peak duration. Typical server utilization in real data centers has been estimated at only 5-20% (Armburst et al., 2010). This is where cloud computing’s elasticity comes in, the ability of the cloud platform to adjust an application’s resource allocation on the fly when responding to long term workload growth or sudden load spikes. However, a resource allocation strategy is need to optimize database workload distribution across cloud servers while ensuring that neither SLA has been violated nor database performance has been compromised. In order to achieve that purpose, DBaaS provider needs to identify which database workload is violating the SLA. Next, DBaaS provider needs to decide that which server should the affected database workload to be migrated. Finally, when DBaaS subscribers create new database workloads, DBaaS provider needs to decide which servers to host the newly created database workloads, so that the placement of new database workloads do not affect the performance of existing database workloads. For DBaaS provider to maintain hundreds to thousands of servers at once, a highly automated system is required. For the system to function properly and accurately, it requires inputs of servers’ resource utilization and database workloads performance. Hence, a data monitoring model which accurately records both parameters is required (Mozafari, Xxxxxx & Xxxxxx, 2013). Server resources utilization to be monitored should include CPU, RAM and Disk I/O, as database workload performance is heavily dependent on those resources. The database workload’s turnaround time and arrival rate require monitoring in order to assist the system to manage DBaaS subscribers’ workloads. This research work problem can be refined into: decision making for the placement of new database workload, database workload SLA monitoring, and database workload migration.
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  • Research Project 3.1 These Materials and Data will be used by Recipient's PI solely in connection with the Research Project, as named and described in the attached research application (insert Research Project name below):

  • Project Plan Development of Project Plan Upon the Authorized User’s request, the Contractor must develop a Project Plan. This Project Plan may include Implementation personnel, installation timeframes, escalation procedures and an acceptance plan as appropriate for the Services requested. Specific requirements of the plan will be defined in the RFQ. In response to the RFQ, the Contractor must agree to furnish all labor and supervision necessary to successfully perform Services procured from this Lot. Project Plan Document The Contractor will provide to the Authorized User, a Project Plan that may contain the following items: • Name of the Project Manager, Contact Phone Numbers and E-Mail Address; • Names of the Project Team Members, Contact Phone Numbers and E-Mail Address; • A list of Implementation milestones based on the Authorized User’s desired installation date; • A list of responsibilities of the Authorized User during system Implementation; • A list of designated Contractor Authorized Personnel; • Escalation procedures including management personnel contact numbers; • Full and complete documentation of all Implementation work; • Samples of knowledge transfer documentation; and • When applicable, a list of all materials and supplies required to complete the Implementation described in the RFQ. Materials and Supplies Required to Complete Implementation In the event that there are items required to complete an Implementation, the Contractor may request the items be added to its Contract if the items meet the scope of the Contract. Negotiation of Final Project Plan If the Authorized User chooses to require a full Project Plan, the State further reserves the right for Authorized Users to negotiate the final Project Plan with the apparent RFQ awardee. Such negotiation must not substantively change the scope of the RFQ plan, but can alter timeframes or other incidental factors of the final Project Plan. The Authorized User will provide the Contractor a minimum of five (5) business days’ notice of the final negotiation date. The Authorized User reserves the right to move to the next responsible and responsive bidder if Contractor negotiations are unsuccessful.

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  • Research Use Reporting To assure adherence to NIH GDS Policy, the PI agrees to provide annual Progress Updates as part of the annual Project Renewal or Project Close-out processes, prior to the expiration of the one (1) year data access period. The PI who is seeking Renewal or Close-out of a project agree to complete the appropriate online forms and provide specific information such as how the data have been used, including publications or presentations that resulted from the use of the requested dataset(s), a summary of any plans for future research use (if the PI is seeking renewal), any violations of the terms of access described within this Agreement and the implemented remediation, and information on any downstream intellectual property generated from the data. The PI also may include general comments regarding suggestions for improving the data access process in general. Information provided in the progress updates helps NIH evaluate program activities and may be considered by the NIH GDS governance committees as part of NIH’s effort to provide ongoing stewardship of data sharing activities subject to the NIH GDS Policy.

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  • Development Schedule The Project shall substantially comply with the specific timetables and triggers for action set forth in Article 5 of this Agreement. The parties acknowledge that, as provided in G.S. 160A-400.25(b), the failure to meet a commencement or completion date shall not, in and of itself, constitute a material breach of this Agreement pursuant to G.S. 160A-400.27 but must be judged based upon the totality of the circumstances.

  • Research Use The Requester agrees that if access is approved, (1) the PI named in the DAR and (2) those named in the “Senior/Key Person Profile” section of the DAR, including the Information Technology Director and any trainee, employee, or contractor1 working on the proposed research project under the direct oversight of these individuals, shall become Approved Users of the requested dataset(s). Research use will occur solely in connection with the approved research project described in the DAR, which includes a 1-2 paragraph description of the proposed research (i.e., a Research Use Statement). Investigators interested in using Cloud Computing for data storage and analysis must request permission to use Cloud Computing in the DAR and identify the Cloud Service Provider (CSP) or providers and/or Private Cloud System (PCS) that they propose to use. They must also submit a Cloud Computing Use Statement as part of the DAR that describes the type of service and how it will be used to carry out the proposed research as described in the Research Use Statement. If the Approved Users plan to collaborate with investigators outside the Requester, the investigators at each external site must submit an independent DAR using the same project title and Research Use Statement, and if using the cloud, Cloud Computing Use Statement. New uses of these data outside those described in the DAR will require submission of a new DAR; modifications to the research project will require submission of an amendment to this application (e.g., adding or deleting Requester Collaborators from the Requester, adding datasets to an approved project). Access to the requested dataset(s) is granted for a period of one (1) year, with the option to renew access or close-out a project at the end of that year. Submitting Investigator(s), or their collaborators, who provided the data or samples used to generate controlled-access datasets subject to the NIH GDS Policy and who have Institutional Review Board (IRB) approval and who meet any other study specific terms of access, are exempt from the limitation on the scope of the research use as defined in the DAR.

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  • Statement of Work The Contractor shall provide the services and staff, and otherwise do all things necessary for or incidental to the performance of work, as set forth below:

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