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Beyond Defense: Proactive Approaches to Disaster Recovery and Threat Intelligence in Modern Enterprises
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作者 Meysam Tahmasebi 《Journal of Information Security》 2024年第2期106-133,共28页
As cyber threats keep changing and business environments adapt, a comprehensive approach to disaster recovery involves more than just defensive measures. This research delves deep into the strategies required to respo... As cyber threats keep changing and business environments adapt, a comprehensive approach to disaster recovery involves more than just defensive measures. This research delves deep into the strategies required to respond to threats and anticipate and mitigate them proactively. Beginning with understanding the critical need for a layered defense and the intricacies of the attacker’s journey, the research offers insights into specialized defense techniques, emphasizing the importance of timely and strategic responses during incidents. Risk management is brought to the forefront, underscoring businesses’ need to adopt mature risk assessment practices and understand the potential risk impact areas. Additionally, the value of threat intelligence is explored, shedding light on the importance of active engagement within sharing communities and the vigilant observation of adversary motivations. “Beyond Defense: Proactive Approaches to Disaster Recovery and Threat Intelligence in Modern Enterprises” is a comprehensive guide for organizations aiming to fortify their cybersecurity posture, marrying best practices in proactive and reactive measures in the ever-challenging digital realm. 展开更多
关键词 Advanced Persistent Threats (APT) Attack Phases Attack Surface DEFENSE-IN-DEPTH disaster recovery (DR) Incident Response Plan (IRP) Intrusion Detection Systems (IDS) Intrusion Prevention System (IPS) Key Risk Indicator (KRI) Layered Defense Lockheed Martin Kill Chain Proactive Defense Redundancy Risk Management Threat Intelligence
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Robust Disaster Recovery System Model 被引量:2
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作者 WANG Kun SU Rui-dan +2 位作者 LI Zeng-xin CAI Zhen ZHOU Li-hua 《Wuhan University Journal of Natural Sciences》 CAS 2006年第1期170-174,共5页
Highly security-critical system should possess features of continuous service. We present a new Robust Disaster Recovery System Model (RDRSM). Through strengthening the ability of safe communications, RDRSM guarante... Highly security-critical system should possess features of continuous service. We present a new Robust Disaster Recovery System Model (RDRSM). Through strengthening the ability of safe communications, RDRSM guarantees the secure and reliable command on disaster recovery. Its self-supervision capability can monitor the integrality and security of disaster recovery system itself. By 2D and 3D rea-time visible platform provided by GIS, GPS and RS, the model makes the using, management and maintenance of disaster recovery system easier. RDRSM possesses predominant features of security, robustness and controllability. And it can be applied to highly security-critical environments such as E-government and bank. Conducted by RDRSM, an important E-government disaster recovery system has been constructed successfully. The feasibility of this model is verified by practice. We especially emphasize the significance of some components of the model, such as risk assessment, disaster recovery planning, system supervision and robust communication support. 展开更多
关键词 continuous service E-GOVERNMENT information security disaster recovery high availability risk assessment data backup
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The Impact of Business Expertise on Information System Data and Analytics Resilience (ISDAR) for Disaster Recovery and Business Continuity: An Exploratory Study
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作者 James A. Rodger Ganesh Bhatt +2 位作者 Pankaj Chaudhary Germaine Kline William McCloy 《Intelligent Information Management》 2015年第4期223-229,共7页
Disaster recovery (DR) and business continuity (BC) have been important areas of inquiry for both business managers and academicians. It is now widely believed that for achieving sustainable business continuity, a fir... Disaster recovery (DR) and business continuity (BC) have been important areas of inquiry for both business managers and academicians. It is now widely believed that for achieving sustainable business continuity, a firm must be able to recover from both man-made and natural disasters. This is especially true for maintaining and recovering the lifeline of the organization and its data. Although the literature has discussed the importance of disaster recovery and business continuity, there is not much known about how Information System Data Analytics Resilience (ISDAR) and the organization’s ability to recover from lost information. In this research, we take a step in this direction and analyze the relationship of IS personnel expertise on ISDAR and investigate Information System (IS) personnel understanding of the firm’s competitive priorities, IS Personnel understanding of business policies and objectives, IS personnel’s ability to solve business problems, IS personnel initiatives in changing business processes and their determination and attentiveness to focus on achieving confident leadership in data and analytics resilience. We collected data through a survey of IS and business managers from 302 participants. Our results show that there is evidence to support our hypothesis and that there may indeed be a relationship between these variables. 展开更多
关键词 disaster recovery BUSINESS CONTINUITY Data ANALYTICS RESILIENCE
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Research and Practice on Security Protection and Disaster Recovery Strategy of Oracle Database in Colleges and Universities
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作者 Man Liu Lei Yu 《Intelligent Information Management》 2022年第2期71-79,共9页
Database security protection, database backup and disaster recovery are important tasks for all colleges and universities to ensure the safe and stable operation of information systems. Based on the operating environm... Database security protection, database backup and disaster recovery are important tasks for all colleges and universities to ensure the safe and stable operation of information systems. Based on the operating environment of the Oracle production database in China University of Geosciences (Beijing), combined with the practical operation and maintenance experience, this paper provides a design and implementation case of Oracle database security protection system and disaster recovery architecture. The network security protection architecture of the three-layer firewall and fortress machine, the detection and repair of security vulnerabilities, the management of system accounts and permissions, data encryption and database audit constitute the security protection system of the database. Oracle RAC (Real Application Clusters), Oracle DataGuard, redundant backup management and backup recovery constitute the disaster recovery architecture of the database. The case has practical significance for database operation and maintenance management in other colleges and universities. 展开更多
关键词 Oracle Database Security Protection Database Backup disaster recovery Colleges and Universities
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ZTE to Provide Disaster Recovery Solution to U Mobile Malaysia
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作者 ZTE Corporation 《ZTE Communications》 2013年第3期32-32,共1页
4 October 2013, Shenzhen-ZTE has been selected by U Mobile Sdn Bhd to provide a disaster recovery system to make Malaysia's most dynamic and innovative 3G mobile network more resilient and robust. U Mobile will depl... 4 October 2013, Shenzhen-ZTE has been selected by U Mobile Sdn Bhd to provide a disaster recovery system to make Malaysia's most dynamic and innovative 3G mobile network more resilient and robust. U Mobile will deploy ZTE's DR solution in the core network, increasing the backup capabilities of the network infrastructure. The agreement between U Mobile and ZTE was signed today in Kuala Lumpur. ZTE's DR solution will be implemented on U Mobile's core transmission and IPCORE equipment and will significantly reduce service recovery times and improve network stability and reliability. 展开更多
关键词 ZTE to Provide disaster recovery Solution to U Mobile Malaysia WILL
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Promoting Older Adults' Engagement in Disaster Recovery Through Supportive Relationships, Partnerships, and Collaboration: Perspectives of Social Work Practitioners and Human Service Professionals 被引量:1
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作者 Julie L.Drolet Mahed Choudhury 《International Journal of Disaster Risk Science》 SCIE CSCD 2024年第2期265-276,共12页
Shifting demographics—that is, the growing number of older adults in Canada and internationally—and intersecting climatic risks create a complex landscape of aging in place in disaster contexts. Some older adults ar... Shifting demographics—that is, the growing number of older adults in Canada and internationally—and intersecting climatic risks create a complex landscape of aging in place in disaster contexts. Some older adults are vulnerable due to their underlying health conditions and limited physical mobility. Yet they also exhibit resilience in a distinct manner, owing to their wealth of knowledge, wisdom, and ability to navigate adversities. This article elucidates potential avenues for promoting the involvement of older adults in disaster recovery efforts. Our intention is to recognize and foster older adult resilience and mitigate vulnerability by drawing upon insights from the study titled “In the Aftermath of the 2016 Alberta Wildfires: The Role of Social Work Practitioners and Human Service Professionals in Long-Term Disaster Recovery.” Employing a qualitative research approach, that study recruited 51 participants for semistructured interviews and focus groups. A thematic analysis of the collected data unveiled the pivotal roles played by social workers and human service practitioners in facilitating recovery from the 2016 wildfires in the research. Notably, three overarching themes emerged concerning the promotion of older adults' involvement in disaster recovery: fostering supportive relationships, building partnerships and enhancing collaboration, and addressing ongoing challenges. These findings offer valuable insights into how social work practitioners and human service professionals can effectively facilitate the engagement of older adults in disaster recovery initiatives. This article emphasizes the significance of actively promoting the participation of older adults in disaster mitigation efforts, thereby fostering greater resilience within communities. 展开更多
关键词 Alberta wildfires CANADA disaster recovery Older adults Partnerships and collaboration Social work
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Emergency Response to the MS7.0 Jiuzhaigou,Sichuan Earthquake,and Characteristics of Seismic Disasters in the Stricken Area in Gansu Province
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作者 Shi Yucheng Jing Tianxiao Gao Xiaoming 《Earthquake Research in China》 CSCD 2018年第2期189-199,共11页
This paper introduces the response process of the Gansu Earthquake Agency during the Jiuzhaigou M_S7.0 earthquake in Sichuan Province,including earthquake emergency disposal procedures,information reports,disaster inv... This paper introduces the response process of the Gansu Earthquake Agency during the Jiuzhaigou M_S7.0 earthquake in Sichuan Province,including earthquake emergency disposal procedures,information reports,disaster investigation and intensity assessment,seismic monitoring and trend determination,and emergency dissemination. This paper reveals the characteristics of earthquake damage in the quake-hit areas of Gansu Province,draws some corresponding conclusions and summarizes the countermeasures for recovery and reconstruction in the quake-hit areas of Gansu Province. 展开更多
关键词 Jiuzhaigou M S7.0 EARTHQUAKE SICHUAN PROVINCE EARTHQUAKE response EARTHQUAKE disaster CHARACTERISTICS recovery and reconstruction
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Resilience: The New Paradigm in Disaster Management—An Australian Perspective
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作者 Stephen Jenkins Stephen Jenkins 《World Journal of Engineering and Technology》 2015年第3期129-139,共11页
During past decades, frameworks relating to emergency and disaster management have been based on a risk management approach to prevention/mitigation and preparedness coupled with a strong emphasis on response by polic... During past decades, frameworks relating to emergency and disaster management have been based on a risk management approach to prevention/mitigation and preparedness coupled with a strong emphasis on response by police and emergency service organisations. Numerous reviews and inquiries of significant events however have identified significant issues relating to the preparation for such events and the management thereof;in particular, critical shortcomings in the capability of emergency response agencies, their leaders and senior decision-makers. In 2008, the Australian Government, through The First National Security Statement to the Australian Parliament by Prime Minister Rudd, has incorporated non-traditional threats and hazards, such as those posed by the impact of climate change, on the national security agenda. In doing so, the Government has announced a paradigm shift in policy for the nation’s approach to emergency and disaster management, namely a move from “response” to “resilience”. In support of this policy shift, the Australian Government, through the Council of Australian Governments, has endorsed the National Strategy for Disaster Resilience and the Critical Infrastructure Resilience Strategy. These documents make resilience the responsibility of all levels of government, private industry, emergency response agencies, and the community. A review of the reports published following Australian reviews and inquiries into significant events has identified that existing frameworks do not provide the necessary mechanisms for baselining and assessing community resilience, that is, their ability to respond to and recover from significant events. Internationally, indices have been developed for assessing community resilience, however, inherent limitations have also been identified in their scope and application. This paper will review Australian and international events which have led to inquiries that have resulted in criticisms of the emergency and disaster response, as well as introducing the organisational capability and resilience of organisations particularly in the context of climate change. 展开更多
关键词 disaster Prevention MITIGATION Response recovery and Management disaster RESILIENCE Organisational RESILIENCE and Capability National Security CLIMATE Change
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区域产业结构对灾后恢复韧性的影响——以汶川县和北川县为例
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作者 刘天雪 王瑛 +1 位作者 陈宇 常昊 《灾害学》 CSCD 北大核心 2024年第3期72-78,共7页
灾后恢复是评价地震恢复韧性的重要指标。不同的区域经济产业所提供的就业数量存在差异,将对灾后恢复韧性产生极大影响。该文基于5.12汶川地震中受灾最严重的汶川县和北川县共736户受灾家庭的灾后恢复调查,研究了区域产业结构对恢复韧... 灾后恢复是评价地震恢复韧性的重要指标。不同的区域经济产业所提供的就业数量存在差异,将对灾后恢复韧性产生极大影响。该文基于5.12汶川地震中受灾最严重的汶川县和北川县共736户受灾家庭的灾后恢复调查,研究了区域产业结构对恢复韧性的影响。研究表明:北川的家庭生活恢复滞后汶川近2年,主要是由于北川的外地务工家庭比例(49.60%)高于汶川(5.79%),这些受灾家庭恢复重建的主要资金来源是外地务工,但家庭成员长期外出不能参与恢复重建,造成其灾后恢复缓慢。外地务工家庭比例高的原因是北川第一产业占比高达27.20%,汶川仅为8.40%,第一产业所提供的本地就业数量远低于第二产业。因此,农业产业为主地区是灾后恢复最缺乏韧性的地区,需要大力提高防灾减灾能力,也可以通过产业结构调整,提高韧性。 展开更多
关键词 韧性 灾后恢复 产业结构 汶川县 北川县
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极端灾害下基于综合需求响应的电-水-气综合能源系统负荷恢复策略
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作者 李春燕 唐瞻文 +2 位作者 汤佶元 姚一鸣 刘杨 《高电压技术》 EI CAS CSCD 北大核心 2024年第4期1403-1415,I0005-I0007,共16页
在地震等极端自然灾害下,电-水-气综合能源系统的元件故障概率会大幅提升,进而严重影响系统的正常运行。针对目前忽略用户在提升系统弹性上的潜力,基于综合需求响应对电-水-气综合能源系统负荷恢复策略进行研究。首先基于多能源之间的... 在地震等极端自然灾害下,电-水-气综合能源系统的元件故障概率会大幅提升,进而严重影响系统的正常运行。针对目前忽略用户在提升系统弹性上的潜力,基于综合需求响应对电-水-气综合能源系统负荷恢复策略进行研究。首先基于多能源之间的耦合特性与用户的动态响应特性建立综合需求响应模型。其次设计系统与用户协同的需求响应参与机制,将用户的综合需求响应作为灵活性资源融入极端灾害下的负荷恢复策略中,有效、合理地提升系统弹性。最后建立电-水-气综合能源系统负荷恢复优化模型,通过改造的电-水-气综合能源系统对所提出的方法进行了模拟和验证。结果表明,所提出的负荷恢复策略能够提高灾后系统负荷的恢复比例,有效增强系统的弹性。 展开更多
关键词 极端灾害 弹性 综合能源系统 负荷恢复 综合需求响应
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中国石油地球物理数据共享与数字化转型设想
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作者 董世泰 王兴 +2 位作者 崔兴福 王露 薛战芹 《世界石油工业》 2024年第3期9-16,共8页
地球物理数据是油气田公司的核心数据资产,是可持续挖掘的宝贵数据资源。中国石油天然气集团有限公司在几十年的油气勘探开发过程中,获取了海量地球物理数据。大数据时代数据为王,为了更好地保护地球物理数据资产,挖掘数据潜力,提高数... 地球物理数据是油气田公司的核心数据资产,是可持续挖掘的宝贵数据资源。中国石油天然气集团有限公司在几十年的油气勘探开发过程中,获取了海量地球物理数据。大数据时代数据为王,为了更好地保护地球物理数据资产,挖掘数据潜力,提高数据价值,盘活数据资产,中国石油成立了地球物理数据与软件共享中心,对地球物理数据集中统一实施异地备份和资产化共享管理,为海量数据超级计算奠定基础,促进地球物理数据共享使用,解决协同研究工作中的数据孤岛问题,助推地球物理业务实现数字化转型,更好地支撑服务油田公司上游业务发展。 展开更多
关键词 地球物理数据 数据资产 数据共享 容灾 灾难备份 数字化转型 中国石油
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九寨沟7.0级地震受灾区灾后经济韧性测度及恢复效率研究
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作者 骆毓燕 黄琳岚 +3 位作者 颜旭辉 景佳琪 梁心怡 刘俊林 《灾害学》 CSCD 北大核心 2024年第2期26-33,共8页
地震的应对与灾后的恢复重建是政府应急管理的重点。为研究灾后区域经济韧性和恢复效率,利用灰色预测模型、韧性测度模型、超效率SBM模型以及DEA-Malmquist指数模型,对2017年九寨沟7.0级地震四川省内5个受灾县及其周边4个县进行灾后经... 地震的应对与灾后的恢复重建是政府应急管理的重点。为研究灾后区域经济韧性和恢复效率,利用灰色预测模型、韧性测度模型、超效率SBM模型以及DEA-Malmquist指数模型,对2017年九寨沟7.0级地震四川省内5个受灾县及其周边4个县进行灾后经济韧性指数和经济恢复效率分析。结果表明:九寨沟地震受灾地区经济韧性较高,在震后第2年恢复至震前水平;受灾区经济恢复以第三产业为主,发展其服务业是经济恢复的关键;各县的经济恢复效率在震后第2年开始上升,并逐渐超越震前水平,其中九寨沟相关地区产业结构的调整和升级起到主要作用;技术进步是受灾地区的全要素生产率提升的重中之重。 展开更多
关键词 九寨沟地震 灾后经济 经济韧性 经济恢复效率 MALMQUIST指数
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医院档案信息化建设中的信息安全管理现状及对策
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作者 耿辉 于春霞 《中国卫生产业》 2024年第7期148-151,共4页
信息安全在现代社会得到普遍关注,医院工作中产生的信息多样,其中相当一部分信息具有较高价值,需要重视其安全管理、保护。本文以医院档案信息化建设中的信息安全管理现状为切入点,在此基础上分析其安全管理问题和应对策略,包括强调容... 信息安全在现代社会得到普遍关注,医院工作中产生的信息多样,其中相当一部分信息具有较高价值,需要重视其安全管理、保护。本文以医院档案信息化建设中的信息安全管理现状为切入点,在此基础上分析其安全管理问题和应对策略,包括强调容灾管理、明确管理权责、强调管理技术更新、完善管理框架,旨在服务未来医院档案信息化建设工作,为其综合管理提供更多支持。 展开更多
关键词 医院档案 信息化建设 信息安全管理 容灾管理
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黑龙江省洪涝灾害应急管理研究与优化路径
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作者 王曙光 徐辛迪 《黑龙江环境通报》 2024年第1期26-29,共4页
在全球气候变暖背景下,黑龙江省所面临的极端自然灾害趋强趋重趋频,也呈现出风险隐患日益突出、应急管理基础薄弱、防控难度不断加大等特点。本文围绕黑龙江省“8·3”特大暴雨灾害的应急管理展开研究,运用具体案例的实证分析的方法... 在全球气候变暖背景下,黑龙江省所面临的极端自然灾害趋强趋重趋频,也呈现出风险隐患日益突出、应急管理基础薄弱、防控难度不断加大等特点。本文围绕黑龙江省“8·3”特大暴雨灾害的应急管理展开研究,运用具体案例的实证分析的方法,对此次特大暴雨的灾情概况进行了汇总,并从应急管理的全过程出发,对此次灾害进行了问题剖析。通过分析,明确指出了当前黑龙江省存在着城市韧性不足、灾害应急准备欠佳、城市应急响应效率低下和灾后恢复措施不足等问题,提出了在自然灾害情况下完善基础设施、提升预警能力、加大数字技术应用和灾后重建等方面的优化路径。 展开更多
关键词 自然灾害 应急管理 黑龙江省 大数据技术 灾后恢复
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考虑分布式电源的配电网灾中-灾后两阶段协同韧性恢复决策 被引量:1
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作者 刘玉玲 张峰 +1 位作者 张刚 丁磊 《电力系统自动化》 EI CSCD 北大核心 2024年第2期48-59,共12页
频繁的极端自然灾害极易引发配电网大规模故障,基于分布式电源的负荷恢复是提高配电网韧性水平的重要手段。然而,现有研究一般将灾中和灾后阶段进行独立决策,忽略了二者决策的连续性和耦合性,延缓了恢复进程。为此,文中提出一种基于灾中... 频繁的极端自然灾害极易引发配电网大规模故障,基于分布式电源的负荷恢复是提高配电网韧性水平的重要手段。然而,现有研究一般将灾中和灾后阶段进行独立决策,忽略了二者决策的连续性和耦合性,延缓了恢复进程。为此,文中提出一种基于灾中-灾后两阶段协同决策的配电网快速恢复方法,充分考虑灾中-灾后过程中的相互作用,综合分布式电源调度、网络拓扑改变、维修人员调度等在内的恢复措施,保障灾中-灾后阶段连续决策的最优性。首先,考虑灾后供能路径对灾中网络拓扑的需求关系,建立灾中阶段以分布式电源为核心的拓扑调整模型与负荷元胞恢复模型,实现部分重要负荷的供电;其次,考虑灾中决策对灾后恢复的影响,建立灾后阶段故障维修人员调度和负荷快速恢复的联合决策模型,实现所有负荷的有序恢复;然后,以灾中-灾后全阶段失负荷量最小为目标,实现灾中-灾后恢复的协同决策;最后,基于IEEE 123节点配电系统验证了所提模型的有效性。 展开更多
关键词 分布式电源 配电网 韧性 灾中-灾后协同 维修人员调度 供能路径 负荷恢复
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计及生产流程和电压与频率稳定性的孤立电网灾后恢复策略
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作者 王邦彦 王锡凡 +3 位作者 王志维 周沫 高嘉文 韩震焘 《电力自动化设备》 EI CSCD 北大核心 2024年第6期145-152,共8页
用于工业园区、油气开发等的孤立电力系统广泛存在,其组网脆弱、灾后完全停产等问题严重影响了系统生产、运行效率。针对孤立电网的灾后恢复策略开展了研究。以海上油气开发为例建立了系统生产全流程模型,提出了负荷恢复度的概念并建立... 用于工业园区、油气开发等的孤立电力系统广泛存在,其组网脆弱、灾后完全停产等问题严重影响了系统生产、运行效率。针对孤立电网的灾后恢复策略开展了研究。以海上油气开发为例建立了系统生产全流程模型,提出了负荷恢复度的概念并建立了产量与各类负荷关系的多元函数。针对孤立电网负荷恢复过程的电压与频率暂态稳定性进行了分析,将分析结果以构建约束条件的方式纳入优化模型。提出了用于确定负荷恢复顺序的系统灾后恢复模型并应用贪心算法进行求解。算例结果验证了所提出的模型及方法的有效性。 展开更多
关键词 孤立电网 灾后负荷恢复 生产流程 电压与频率稳定性 海上石油平台
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铁路通信云容灾方案探讨 被引量:1
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作者 邓烨飞 《铁路通信信号工程技术》 2024年第4期52-56,69,共6页
阐述容灾概念、指标及模型,结合铁路通信云的总体构架,分析铁路通信云对容灾的应用需求,提出铁路通信云的容灾方案特征,需密切结合通信云架构及业务类型,采用分布式、多样化的容灾手段。从中心云、边缘云、网络多个方面提出适用于铁路... 阐述容灾概念、指标及模型,结合铁路通信云的总体构架,分析铁路通信云对容灾的应用需求,提出铁路通信云的容灾方案特征,需密切结合通信云架构及业务类型,采用分布式、多样化的容灾手段。从中心云、边缘云、网络多个方面提出适用于铁路通信云的容灾建设思路,以满足铁路通信云对持续性、稳定性、可靠性不断提升的需求,对铁路通信云的建设具有指导意义。 展开更多
关键词 铁路 通信云 容灾方案
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5G SA用户的短信接收容灾方案研究与实践
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作者 阎艳芳 郝双洋 +1 位作者 邵斐 杨姣 《数字通信世界》 2024年第3期41-44,共4页
当VoLTE短信网关主用数据中心(DC)发生故障切换到容灾DC时,在用户刷新注册前,容灾DC收到短信中心下发的手机终呼(MT)消息会通过3G电路域网络完成消息终呼。但5G SA用户只附着在5G核心网络,无法通过3G电路域网络下发短信。随着5G SA用户... 当VoLTE短信网关主用数据中心(DC)发生故障切换到容灾DC时,在用户刷新注册前,容灾DC收到短信中心下发的手机终呼(MT)消息会通过3G电路域网络完成消息终呼。但5G SA用户只附着在5G核心网络,无法通过3G电路域网络下发短信。随着5G SA用户的快速发展,需要解决VoLTE短信网关容灾切换后5G SA用户不能及时接收短信的问题。另外,当IMS网络中服务呼叫会话控制功能(S-CSCF)节点发生容灾倒换时,4G用户可通过回落至3G电路域进行短信的再投递,而5G SA用户在没有重新发起新的注册请求前,由于没有3G电路域注册信息,也无法从3G电路域接收短信。文章阐述了当VoLTE短信网关单DC故障和核心网S-CSCF发生故障时,5G SA的容灾问题。 展开更多
关键词 VoLTE短信网关 DC容灾 5G SA用户 MT短信 容灾倒换
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5G新通信网络架构安全保障技术研究
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作者 王荣 尚楠 《数字通信世界》 2024年第5期39-42,共4页
5G新通信是5G个人信息消费杀手锏应用,是对基础通话业务的转型升级,为用户带来语音与视频一体、现实与虚拟互动、通信与AI融合的全新体验,提升通话业务核心竞争力。该文对5G新通信平台网络架构从下至上的垂直容灾可靠性进行研究,提出5G... 5G新通信是5G个人信息消费杀手锏应用,是对基础通话业务的转型升级,为用户带来语音与视频一体、现实与虚拟互动、通信与AI融合的全新体验,提升通话业务核心竞争力。该文对5G新通信平台网络架构从下至上的垂直容灾可靠性进行研究,提出5G新通信平台的各项容灾、安全保障、通话业务放通等解决方案,保证大规模商用平台的业务健壮性。 展开更多
关键词 5G新通信 网络架构 可靠性 容灾
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基于聚类分析和缓存优化的数据去重策略
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作者 裴世豪 刘颖 +1 位作者 李佳阳 郝欣哲 《计算机应用文摘》 2024年第18期114-118,共5页
针对传统去重算法无法兼顾去重率和吞吐量的问题,设计了一种相似聚类重复数据删除算法。该算法基于数据相似性理论定义数据项间的相似度,将相似的数据项进行分类和标记,然后在缓存中保留每个聚类中的部分特征数据。当新数据录入时,算法... 针对传统去重算法无法兼顾去重率和吞吐量的问题,设计了一种相似聚类重复数据删除算法。该算法基于数据相似性理论定义数据项间的相似度,将相似的数据项进行分类和标记,然后在缓存中保留每个聚类中的部分特征数据。当新数据录入时,算法根据数据特征选择合适的聚类进行数据去重。此外,为高效利用有限的缓存,提出了一种基于随机森林算法的缓存优化方法,用于优化去重过程中使用的指纹缓存,以提高缓存指纹的命中率。该缓存模型基于传统的随机森林分类器,并使用改进的烟花算法(ELU函数优化)对随机森林的超参数进行优化,能够有效应对数据量过大、指纹过多以及缓存利用有限的问题。实验验证表明,与基于数据相似原理的RMD和Shingle方法相比,所提算法在去重率和吞吐量方面均提高了10%~15%。 展开更多
关键词 数据去重 灾难备份 数据相似性 烟花算法 随机森林
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